diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 8b44c54d..3e15cf3d 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -36,4 +36,4 @@ jobs:
 
     steps:
       - uses: actions/checkout@v3
-      - uses: chartboost/ruff-action@v1
\ No newline at end of file
+      - uses: chartboost/ruff-action@v1
diff --git a/.gitignore b/.gitignore
index 32814122..ccfb3198 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,4 +2,10 @@ pytest.xml
 pytest-coverage.txt
 .coverage
 .pytest_cache
-.DS_Store
\ No newline at end of file
+.DS_Store
+__pycache__/
+venv/
+
+# previous versions of schemas
+**/catalog_d4.json
+**/dataset_d4.json
\ No newline at end of file
diff --git a/data/dcatus/jsons/arm.data.json b/data/dcatus/jsons/arm.data.json
new file mode 100644
index 00000000..35722c6a
--- /dev/null
+++ b/data/dcatus/jsons/arm.data.json
@@ -0,0 +1,155 @@
+{
+  "conformsTo": "https://project-open-data.cio.gov/v1.1/schema",
+  "describedBy": "https://project-open-data.cio.gov/v1.1/schema/catalog.json",
+  "@context": "https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld",
+  "@type": "dcat:Catalog",
+  "dataset": [
+    {
+      "accessLevel": "public",
+      "bureauCode": [
+        "018:001"
+      ],
+      "license": "https://project-open-data.cio.gov/unknown-license",
+      "identifier": "ncepgfsbrwpprof",
+      "contactPoint": {
+        "hasEmail": "mailto:adc@arm.gov",
+        "fn": "ARM Data Center"
+      },
+      "description": "No description found",
+      "programCode": [
+        "018:001"
+      ],
+      "distribution": [
+        {
+          "accessURL": "http://www.archive.arm.gov/discovery/#v/results/s/s::ncepgfsbrwpprof",
+          "format": "cdf"
+        }
+      ],
+      "modified": "2019-06-27 12:41:27",
+      "publisher": {
+        "name": "Atmospheric Radiation Measurement Data Center",
+        "subOrganizationOf": {
+          "name": "DOE Biological and Environmental Research (BER)",
+          "subOrganizationOf": {
+            "name": "DOE Office of Science user facilities",
+            "subOrganizationOf": {
+              "name": "U.S. Government"
+            }
+          }
+        }
+      },
+      "@type": "dcat:Dataset",
+      "keyword": [
+        "ARM",
+        "ORNL",
+        "ADC",
+        "ARM Data Center",
+        "Climate",
+        "Atmospheric Data",
+        "ncepgfs",
+        "National Centers for Environment Prediction Global Forecast System",
+        "derivmod"
+      ],
+      "title": "NCEP GFS: vertical profiles of met quantities at standard pressures, at Barrow"
+    },
+    {
+      "accessLevel": "public",
+      "bureauCode": [
+        "018:001"
+      ],
+      "license": "https://project-open-data.cio.gov/unknown-license",
+      "identifier": "10.5439/1027266",
+      "contactPoint": {
+        "hasEmail": "mailto:adc@arm.gov",
+        "fn": "ARM Data Center"
+      },
+      "description": "No description found",
+      "programCode": [
+        "018:001"
+      ],
+      "distribution": [
+        {
+          "accessURL": "http://www.archive.arm.gov/discovery/#v/results/s/s::1swfanalskyrad1long",
+          "format": "cdf"
+        }
+      ],
+      "modified": "2019-06-27 12:41:27",
+      "publisher": {
+        "name": "Atmospheric Radiation Measurement Data Center",
+        "subOrganizationOf": {
+          "name": "DOE Biological and Environmental Research (BER)",
+          "subOrganizationOf": {
+            "name": "DOE Office of Science user facilities",
+            "subOrganizationOf": {
+              "name": "U.S. Government"
+            }
+          }
+        }
+      },
+      "@type": "dcat:Dataset",
+      "keyword": [
+        "ARM",
+        "ORNL",
+        "ADC",
+        "ARM Data Center",
+        "Climate",
+        "Atmospheric Data",
+        "swfluxanal",
+        "Shortwave Flux Analysis",
+        "cloud",
+        "swfluxanal",
+        "Shortwave Flux Analysis",
+        "radio"
+      ],
+      "title": "Short Wave Flux Analysis: 1-min resolution on SKYAD data, Long algorithm"
+    },
+    {
+      "accessLevel": "public",
+      "bureauCode": [
+        "018:001"
+      ],
+      "license": "https://project-open-data.cio.gov/unknown-license",
+      "identifier": "avhrr12",
+      "contactPoint": {
+        "hasEmail": "mailto:adc@arm.gov",
+        "fn": "ARM Data Center"
+      },
+      "description": "No description found",
+      "programCode": [
+        "018:001"
+      ],
+      "distribution": [
+        {
+          "accessURL": "http://www.archive.arm.gov/discovery/#v/results/s/s::avhrr12",
+          "format": "hdfjpg"
+        }
+      ],
+      "modified": "2019-06-27 12:41:27",
+      "publisher": {
+        "name": "Atmospheric Radiation Measurement Data Center",
+        "subOrganizationOf": {
+          "name": "DOE Biological and Environmental Research (BER)",
+          "subOrganizationOf": {
+            "name": "DOE Office of Science user facilities",
+            "subOrganizationOf": {
+              "name": "U.S. Government"
+            }
+          }
+        }
+      },
+      "@type": "dcat:Dataset",
+      "keyword": [
+        "ARM",
+        "ORNL",
+        "ADC",
+        "ARM Data Center",
+        "Climate",
+        "Atmospheric Data",
+        "avhrr",
+        "Advanced Very High Resolution Radiometer",
+        "satellite"
+      ],
+      "title": "AVHRR: albedo and brightness temp., NOAA-12 Satellite"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/dcatus/jsons/collection-1-parent-2-children.data.json b/data/dcatus/jsons/collection-1-parent-2-children.data.json
new file mode 100644
index 00000000..8a5dfa11
--- /dev/null
+++ b/data/dcatus/jsons/collection-1-parent-2-children.data.json
@@ -0,0 +1,158 @@
+{
+    "conformsTo": "https://project-open-data.cio.gov/v1.1/schema",
+    "describedBy": "https://project-open-data.cio.gov/v1.1/schema/catalog.json",
+    "@context": "https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld",
+    "@type": "dcat:Catalog",
+    "dataset": [
+        
+        {
+            "@type": "dcat:Dataset",
+            "title": "Addressing AWOL",
+            "description": "The U.S. Office of Personnel Management (OPM)'s Partnership and Labor Relations holds Roundtables periodically as an ongoing effort to develop a highly skilled cadre of Employee and Labor Relations practitioners. Distinguished speakers present on a wide range of topics of interest for this community. These training opportunities are interactive and allow the participants to ask questions of the presenters. This presentation covers Absence Without Leave (AWOL) and various aspects of handling leave abuse from placing an employee on leave restriction to taking a disciplinary or adverse action.  The session also contains federal case law regarding this topic.",
+            "modified": "2011-12-15",
+            "accessLevel": "public",
+            "identifier": "OPM-ERround-0001-AWOL",
+            "landingPage": "http://www.opm.gov/policy-data-oversight/employee-relations/training/#url=Roundtables",
+            "license": "http://www.usa.gov/publicdomain/label/1.0/",
+            "publisher": {
+                "@type": "org:Organization",
+                "name": "U.S. Office of Personnel Management"
+            },
+            "isPartOf": "OPM-ERround-0001",
+            "contactPoint": {
+                "@type": "vcard:Contact",
+                "fn": "LaShann Freeman",
+                "hasEmail": "mailto:lashann.freeman@opm.gov"
+            },
+            "distribution": [
+                {
+                    "@type": "dcat:Distribution",
+                    "mediaType": "application/pdf",
+                    "title": "Addressing AWOL",
+                    "downloadURL": "http://www.opm.gov/policy-data-oversight/employee-relations/training/presentationaddressingawol.pdf"
+                },
+                {
+                    "@type": "dcat:Distribution",
+                    "accessURL": "https://www.youtube.com/watch?v=08bK8zHH9No",
+                    "format": "video",
+                    "title": "Addressing AWOL"
+                }
+            ],
+            "keyword": [
+                "AWOL",
+                "Absence without Leave",
+                "LWOP",
+                "Leave without Pay",
+                "disciplinary procedures",
+                "employee relations",
+                "leave abuse",
+                "leave restriction",
+                "practitioners",
+                "roundtables",
+                "training",
+                "webcast"
+            ],
+            "bureauCode": [
+                "027:00"
+            ],
+            "programCode": [
+                "027:000"
+            ],
+            "language": [
+                "en-US"
+            ]
+        },
+        {
+            "@type": "dcat:Dataset",
+            "title": "Employee Relations Roundtables",
+            "description": "The U.S. Office of Personnel Management (OPM)'s Partnership and Labor Relations holds Roundtables periodically as an ongoing effort to develop a highly skilled cadre of Employee and Labor Relations practitioners.  Distinguished speakers present on a wide range of topics of interest for this community.  These training opportunities are interactive and allow the participants to ask questions of the presenters.",
+            "modified": "2014-02-09",
+            "accessLevel": "public",
+            "identifier": "OPM-ERround-0001",
+            "landingPage": "http://www.opm.gov/policy-data-oversight/employee-relations/training/#url=Roundtables",
+            "license": "http://www.usa.gov/publicdomain/label/1.0/",
+            "publisher": {
+                "@type": "org:Organization",
+                "name": "U.S. Office of Personnel Management"
+            },
+            "contactPoint": {
+                "@type": "vcard:Contact",
+                "fn": "LaShann Freeman",
+                "hasEmail": "mailto:lashann.freeman@opm.gov"
+            },
+            "keyword": [
+                "employee relations",
+                "practitioners",
+                "roundtables",
+                "training",
+                "webcast"
+            ],
+            "bureauCode": [
+                "027:00"
+            ],
+            "programCode": [
+                "027:000"
+            ],
+            "language": [
+                "en-US"
+            ]
+        },
+        {
+            "@type": "dcat:Dataset",
+            "title": "Linking Employee Relations and Retirement",
+            "description": "The U.S. Office of Personnel Management (OPM)'s Partnership and Labor Relations holds Roundtables periodically as an ongoing effort to develop a highly skilled cadre of Employee and Labor Relations practitioners. Distinguished speakers present on a wide range of topics of interest for this community. These training opportunities are interactive and allow the participants to ask questions of the presenters. This presentation is on different types of Federal retirement (e.g., regular, early, or disability retirement).  Included are laws and regulatory provisions regarding retirement, the role of the U.S. Office of Personnel Management (OPM) and the importance of employee relations in cases involving medical issues, disability retirement, Office of Workers' Compensation Programs (OWCP), and reasonable accommodation.",
+            "modified": "2011-12-15",
+            "accessLevel": "public",
+            "identifier": "OPM-ERround-0001-Retire",
+            "landingPage": "http://www.opm.gov/policy-data-oversight/employee-relations/training/#url=Roundtables",
+            "license": "http://www.usa.gov/publicdomain/label/1.0/",
+            "publisher": {
+                "@type": "org:Organization",
+                "name": "U.S. Office of Personnel Management"
+            },
+            "isPartOf": "OPM-ERround-0001",
+            "contactPoint": {
+                "@type": "vcard:Contact",
+                "fn": "LaShann Freeman",
+                "hasEmail": "mailto:lashann.freeman@opm.gov"
+            },
+            "distribution": [
+                {
+                    "@type": "dcat:Distribution",
+                    "mediaType": "application/pdf",
+                    "title": "Linking Employee Relations and Retirement",
+                    "downloadURL": "http://www.opm.gov/policy-data-oversight/employee-relations/training/presentationemployeerelationsretirement.pdf"
+                },
+                {
+                    "@type": "dcat:Distribution",
+                    "accessURL": "https://www.youtube.com/watch?v=epGxaVa9E_c",
+                    "mediaType": "text/html",
+                    "format": "video",
+                    "title": "Linking Employee Relations and Retirement"
+                }
+            ],
+            "keyword": [
+                "Federal retirement",
+                "OCWP",
+                "Office of Workers Compensation Programs",
+                "disability retirement",
+                "employee relations",
+                "medical issues",
+                "practitioners",
+                "reasonable accommodation",
+                "roundtables",
+                "training",
+                "webcast"
+            ],
+            "bureauCode": [
+                "027:00"
+            ],
+            "programCode": [
+                "027:000"
+            ],
+            "language": [
+                "en-US"
+            ]
+        }
+    ]
+}
\ No newline at end of file
diff --git a/data/dcatus/jsons/collection-2-parent-4-children.data.json b/data/dcatus/jsons/collection-2-parent-4-children.data.json
new file mode 100644
index 00000000..8050ddc0
--- /dev/null
+++ b/data/dcatus/jsons/collection-2-parent-4-children.data.json
@@ -0,0 +1,260 @@
+{
+    "conformsTo": "https://project-open-data.cio.gov/v1.1/schema",
+    "describedBy": "https://project-open-data.cio.gov/v1.1/schema/catalog.json",
+    "@context": "https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld",
+    "@type": "dcat:Catalog",
+    "dataset": [
+        {
+            "@type": "dcat:Dataset",
+            "title": "Employee Relations Roundtables",
+            "description": "The U.S. Office of Personnel Management (OPM)'s Partnership and Labor Relations holds Roundtables periodically as an ongoing effort to develop a highly skilled cadre of Employee and Labor Relations practitioners.  Distinguished speakers present on a wide range of topics of interest for this community.  These training opportunities are interactive and allow the participants to ask questions of the presenters.",
+            "identifier": "IDF6-OPM-0001",
+            "accessLevel": "public",
+            "modified": "2011-12-15",
+            "keyword": ["k1", "k2"],
+            "landingPage": "http://www.opm.gov/policy-data-oversight/employee-relations/training/#url=Roundtables",
+            "license": "http://www.usa.gov/publicdomain/label/1.0/",
+            "publisher": {
+                "@type": "org:Organization",
+                "name": "U.S. Office of Personnel Management"
+            },
+            "contactPoint": {
+                "@type": "vcard:Contact",
+                "fn": "LaShann Freeman",
+                "hasEmail": "mailto:lashann.freeman@opm.gov"
+            },
+            "bureauCode": ["027:00"],
+            "programCode": ["027:000"],
+            "language": ["en-US"]
+        },
+        {
+            "@type": "dcat:Dataset",
+            "title": "Addressing AWOL",
+            "description": "The U.S. Office of Personnel Management (OPM)'s Partnership and Labor Relations holds Roundtables periodically as an ongoing effort to develop a highly skilled cadre of Employee and Labor Relations practitioners. Distinguished speakers present on a wide range of topics of interest for this community. These training opportunities are interactive and allow the participants to ask questions of the presenters. This presentation covers Absence Without Leave (AWOL) and various aspects of handling leave abuse from placing an employee on leave restriction to taking a disciplinary or adverse action.  The session also contains federal case law regarding this topic.",
+            "modified": "2011-12-15",
+            "accessLevel": "public",
+            "identifier": "IDF6-OPM-0001-AWOL",
+            "landingPage": "http://www.opm.gov/policy-data-oversight/employee-relations/training/#url=Roundtables",
+            "license": "http://www.usa.gov/publicdomain/label/1.0/",
+            "publisher": {
+                "@type": "org:Organization",
+                "name": "U.S. Office of Personnel Management"
+            },
+            "isPartOf": "IDF6-OPM-0001",
+            "contactPoint": {
+                "@type": "vcard:Contact",
+                "fn": "LaShann Freeman",
+                "hasEmail": "mailto:lashann.freeman@opm.gov"
+            },
+            "distribution": [
+                {
+                    "@type": "dcat:Distribution",
+                    "mediaType": "application/pdf",
+                    "title": "Addressing AWOL",
+                    "downloadURL": "http://www.opm.gov/policy-data-oversight/employee-relations/training/presentationaddressingawol.pdf"
+                },
+                {
+                    "@type": "dcat:Distribution",
+                    "accessURL": "https://www.youtube.com/watch?v=08bK8zHH9No",
+                    "format": "video",
+                    "title": "Addressing AWOL"
+                }
+            ],
+            "keyword": [
+                "AWOL",
+                "Absence without Leave",
+                "LWOP",
+                "Leave without Pay",
+                "disciplinary procedures",
+                "employee relations",
+                "leave abuse",
+                "leave restriction",
+                "practitioners",
+                "roundtables",
+                "training",
+                "webcast"
+            ],
+            "bureauCode": [
+                "027:00"
+            ],
+            "programCode": [
+                "027:000"
+            ],
+            "language": [
+                "en-US"
+            ]
+        },
+        {
+            "@type": "dcat:Dataset",
+            "title": "Linking Employee Relations and Retirement",
+            "description": "The U.S. Office of Personnel Management (OPM)'s Partnership and Labor Relations holds Roundtables periodically as an ongoing effort to develop a highly skilled cadre of Employee and Labor Relations practitioners. Distinguished speakers present on a wide range of topics of interest for this community. These training opportunities are interactive and allow the participants to ask questions of the presenters. This presentation is on different types of Federal retirement (e.g., regular, early, or disability retirement).  Included are laws and regulatory provisions regarding retirement, the role of the U.S. Office of Personnel Management (OPM) and the importance of employee relations in cases involving medical issues, disability retirement, Office of Workers' Compensation Programs (OWCP), and reasonable accommodation.",
+            "modified": "2011-12-15",
+            "accessLevel": "public",
+            "identifier": "IDF6-OPM-0001-Retire",
+            "landingPage": "http://www.opm.gov/policy-data-oversight/employee-relations/training/#url=Roundtables",
+            "license": "http://www.usa.gov/publicdomain/label/1.0/",
+            "publisher": {
+                "@type": "org:Organization",
+                "name": "U.S. Office of Personnel Management"
+            },
+            "isPartOf": "IDF6-OPM-0001",
+            "contactPoint": {
+                "@type": "vcard:Contact",
+                "fn": "LaShann Freeman",
+                "hasEmail": "mailto:lashann.freeman@opm.gov"
+            },
+            "distribution": [
+                {
+                    "@type": "dcat:Distribution",
+                    "mediaType": "application/pdf",
+                    "title": "Linking Employee Relations and Retirement",
+                    "downloadURL": "http://www.opm.gov/policy-data-oversight/employee-relations/training/presentationemployeerelationsretirement.pdf"
+                },
+                {
+                    "@type": "dcat:Distribution",
+                    "accessURL": "https://www.youtube.com/watch?v=epGxaVa9E_c",
+                    "mediaType": "text/html",
+                    "format": "video",
+                    "title": "Linking Employee Relations and Retirement"
+                }
+            ],
+            "keyword": [
+                "Federal retirement",
+                "OCWP",
+                "Office of Workers Compensation Programs",
+                "disability retirement",
+                "employee relations",
+                "medical issues",
+                "practitioners",
+                "reasonable accommodation",
+                "roundtables",
+                "training",
+                "webcast"
+            ],
+            "bureauCode": [
+                "027:00"
+            ],
+            "programCode": [
+                "027:000"
+            ],
+            "language": [
+                "en-US"
+            ]
+        },
+
+
+        
+        {
+            "@type": "dcat:Dataset",
+            "title": "Addressing AWOL 2",
+            "description": "The U.S. Office of Personnel Management (OPM)'s Partnership and Labor Relations holds Roundtables periodically as an ongoing effort to develop a highly skilled cadre of Employee and Labor Relations practitioners. Distinguished speakers present on a wide range of topics of interest for this community. These training opportunities are interactive and allow the participants to ask questions of the presenters. This presentation covers Absence Without Leave (AWOL) and various aspects of handling leave abuse from placing an employee on leave restriction to taking a disciplinary or adverse action.  The session also contains federal case law regarding this topic.",
+            "modified": "2011-12-15",
+            "accessLevel": "public",
+            "identifier": "IDF6-OPM-0001-AWOL-2",
+            "landingPage": "http://www.opm.gov/policy-data-oversight/employee-relations/training/#url=Roundtables",
+            "license": "http://www.usa.gov/publicdomain/label/1.0/",
+            "keyword": ["k1", "k2"],
+            "publisher": {
+                "@type": "org:Organization",
+                "name": "U.S. Office of Personnel Management"
+            },
+            "isPartOf": "IDF6-OPM-0001-PARENT2",
+            "contactPoint": {
+                "@type": "vcard:Contact",
+                "fn": "LaShann Freeman",
+                "hasEmail": "mailto:lashann.freeman@opm.gov"
+            },
+            "distribution": [
+                {
+                    "@type": "dcat:Distribution",
+                    "mediaType": "application/pdf",
+                    "title": "Addressing AWOL",
+                    "downloadURL": "http://www.opm.gov/policy-data-oversight/employee-relations/training/presentationaddressingawol.pdf"
+                },
+                {
+                    "@type": "dcat:Distribution",
+                    "accessURL": "https://www.youtube.com/watch?v=08bK8zHH9No",
+                    "format": "video",
+                    "title": "Addressing AWOL"
+                }
+            ],
+            "bureauCode": [
+                "027:00"
+            ],
+            "programCode": [
+                "027:000"
+            ],
+            "language": [
+                "en-US"
+            ]
+        },
+        {
+            "@type": "dcat:Dataset",
+            "title": "Linking Employee Relations and Retirement 2",
+            "description": "The U.S. Office of Personnel Management (OPM)'s Partnership and Labor Relations holds Roundtables periodically as an ongoing effort to develop a highly skilled cadre of Employee and Labor Relations practitioners. Distinguished speakers present on a wide range of topics of interest for this community. These training opportunities are interactive and allow the participants to ask questions of the presenters. This presentation is on different types of Federal retirement (e.g., regular, early, or disability retirement).  Included are laws and regulatory provisions regarding retirement, the role of the U.S. Office of Personnel Management (OPM) and the importance of employee relations in cases involving medical issues, disability retirement, Office of Workers' Compensation Programs (OWCP), and reasonable accommodation.",
+            "modified": "2011-12-15",
+            "accessLevel": "public",
+            "keyword": ["k1", "k2"],
+            "identifier": "IDF6-OPM-0001-Retire-2",
+            "landingPage": "http://www.opm.gov/policy-data-oversight/employee-relations/training/#url=Roundtables",
+            "license": "http://www.usa.gov/publicdomain/label/1.0/",
+            "publisher": {
+                "@type": "org:Organization",
+                "name": "U.S. Office of Personnel Management"
+            },
+            "isPartOf": "IDF6-OPM-0001-PARENT2",
+            "contactPoint": {
+                "@type": "vcard:Contact",
+                "fn": "LaShann Freeman",
+                "hasEmail": "mailto:lashann.freeman@opm.gov"
+            },
+            "distribution": [
+                {
+                    "@type": "dcat:Distribution",
+                    "mediaType": "application/pdf",
+                    "title": "Linking Employee Relations and Retirement",
+                    "downloadURL": "http://www.opm.gov/policy-data-oversight/employee-relations/training/presentationemployeerelationsretirement.pdf"
+                },
+                {
+                    "@type": "dcat:Distribution",
+                    "accessURL": "https://www.youtube.com/watch?v=epGxaVa9E_c",
+                    "mediaType": "text/html",
+                    "format": "video",
+                    "title": "Linking Employee Relations and Retirement"
+                }
+            ],
+            "bureauCode": [
+                "027:00"
+            ],
+            "programCode": [
+                "027:000"
+            ],
+            "language": [
+                "en-US"
+            ]
+        },
+        {
+            "@type": "dcat:Dataset",
+            "title": "Employee Relations Roundtables 2",
+            "description": "The U.S. Office of Personnel Management (OPM)'s Partnership and Labor Relations holds Roundtables periodically as an ongoing effort to develop a highly skilled cadre of Employee and Labor Relations practitioners.  Distinguished speakers present on a wide range of topics of interest for this community.  These training opportunities are interactive and allow the participants to ask questions of the presenters.",
+            "identifier": "IDF6-OPM-0001-PARENT2",
+            "landingPage": "http://www.opm.gov/policy-data-oversight/employee-relations/training/#url=Roundtables",
+            "accessLevel": "public",
+            "modified": "2011-12-15",
+            "keyword": ["k1", "k2"],
+            "license": "http://www.usa.gov/publicdomain/label/1.0/",
+            "publisher": {
+                "@type": "org:Organization",
+                "name": "U.S. Office of Personnel Management"
+            },
+            "contactPoint": {
+                "@type": "vcard:Contact",
+                "fn": "LaShann Freeman",
+                "hasEmail": "mailto:lashann.freeman@opm.gov"
+            },
+            "bureauCode": ["027:00"],
+            "programCode": ["027:000"],
+            "language": ["en-US"]
+        }
+    ]
+}
\ No newline at end of file
diff --git a/data/dcatus/jsons/geospatial.data.json b/data/dcatus/jsons/geospatial.data.json
new file mode 100644
index 00000000..1d2b0ab9
--- /dev/null
+++ b/data/dcatus/jsons/geospatial.data.json
@@ -0,0 +1,107 @@
+{
+  "conformsTo": "https://project-open-data.cio.gov/v1.1/schema",
+  "describedBy": "https://project-open-data.cio.gov/v1.1/schema/catalog.json",
+  "@context": "https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld",
+  "@type": "dcat:Catalog",
+  "dataset": [
+    {
+      "@type": "dcat:Dataset",
+      "title": "ConformsTo ISO Example: TIGER/Line Shapefile, 2013, nation, U.S., Current County and Equivalent National Shapefile", 
+      "description": "The TIGER/Line shapefiles and related database files (.dbf) are an extract of selected geographic and cartographic information from the U.S. Census Bureau's Master Address File / Topologically Integrated Geographic Encoding and Referencing (MAF/TIGER) Database (MTDB). The MTDB represents a seamless national file with no overlaps or gaps between parts, however, each TIGER/Line shapefile is designed to stand alone as an independent data set, or they can be combined to cover the entire nation. The primary legal divisions of most states are termed counties. In Louisiana, these divisions are known as parishes. In Alaska, which has no counties, the equivalent entities are the organized boroughs, city and boroughs, municipalities, and for the unorganized area, census areas. The latter are delineated cooperatively for statistical purposes by the State of Alaska and the Census Bureau. In four states (Maryland, Missouri, Nevada, and Virginia), there are one or more incorporated places that are independent of any county organization and thus constitute primary divisions of their states. These incorporated places are known as independent cities and are treated as equivalent entities for purposes of data presentation. The District of Columbia and Guam have no primary divisions, and each area is considered an equivalent entity for purposes of data presentation. The Census Bureau treats the following entities as equivalents of counties for purposes of data presentation: Municipios in Puerto Rico, Districts and Islands in American Samoa, Municipalities in the Commonwealth of the Northern Mariana Islands, and Islands in the U.S. Virgin Islands. The entire area of the United States, Puerto Rico, and the Island Areas is covered by counties or equivalent entities. The boundaries for counties and equivalent entities are as of January 1of the shapefile release year, primarily as reported through the Census Bureau's Boundary and Annexation Survey (BAS).",
+      "modified": "2013",
+      "bureauCode": [
+          "006:07"
+      ],
+      "programCode": [
+          "006:012"
+      ],
+      "keyword": [
+          "Nation",
+          "Polygon",
+          "United States",
+          "U.S."
+      ],
+      "theme": ["geospatial"],
+      "identifier": "tl_2013_us_county.shp.xml",
+      "accessLevel": "public",
+      "spatial": "[[-14.601813, -179.231086], [71.441059, 179.859681]]",
+      "publisher": {
+        "@type": "org:Organization",
+        "name": "U.S. Department of Commerce, U.S. Census Bureau, Geography Division"
+      }, 
+      "contactPoint": {
+        "@type": "vcard:Contact",
+        "fn": "pointOfContact - U.S. Department of Commerce, U.S. Census Bureau, Geography Division",
+        "hasEmail": "mailto:ask@census.gov"
+      }, 
+      "distribution": [
+        {
+          "@type": "dcat:Distribution",
+          "title": "Census Tiger County Lines for 2013",
+          "downloadURL": "http://www2.census.gov/geo/tiger/TIGER2013/COUNTY/tl_2013_us_county.zip",
+          "mediaType": "application/zip"
+        },
+        {
+          "@type": "dcat:Distribution",
+          "title": "[Anything valid here] Original Metadata",
+          "downloadURL": "https://meta.geo.census.gov/data/existing/decennial/GEO/GPMB/TIGERline/TIGER2013/county/tl_2013_us_county.shp.iso.xml",
+          "conformsTo": "http://www.isotc211.org/2005/gmd",
+          "description": "[Not required] The metadata original format",
+          "mediaType": "text/xml",
+          "format": "XML"
+        }
+      ]
+    },
+    {
+      "@type": "dcat:Dataset",
+      "title": "ConformsTo CSDGM Example: Comprehensive Global Database of Earthquake-Induced Landslide Events", 
+      "description": "Currently, there are many datasets describing landslides caused by individual earthquakes, and global inventories of earthquake-induced landslides (EQIL). However, until recently, there were no datasets that provide a comprehensive description of the impacts of earthquake-induced landslide events. In this data release, we present an up-to-date, comprehensive global database containing all literature-documented earthquake-induced landslide events for the 244-year period from 1772 through May 2020.The database represents an update of the catalog developed by Nowicki Jessee et al. (2020), which summarized events through 2016. The revised catalog contains 264 historical earthquakes, 153 of which include documented landslide fatality counts. The database includes (where available) information on earthquake size (moment magnitude (Mw), surface-wave magnitude (Ms), and body-wave magnitude (mb)), depth, earthquake fault type, date and time, location, the availability of a ShakeMap, which estimates the spatial distribution of ground shaking from the USGS ShakeMap system (Worden and Wald, 2016), the availability of a geospatial landslide inventory, information about landslide occurrence (number of landslides, area or volume of landsliding, area affected by landsliding, landslide magnitude), earthquake/landslide impact (total fatalities, landslide fatalities, and number of injuries due to the effects of the earthquake), and USGS Ground Failure Tool estimates (estimated area and population exposed to landsliding). The full dataset of all known landslide-triggering events is provided as “EQIL Database 2020.csv,” including information on the data source(s) for each data component. A subset of the dataset, showing only those events for which landslide fatality counts are available, is provided as “EQIL Database LSFatality 2020.csv.”", 
+      "modified": "2020-07-13T17:31:25.399151",
+      "bureauCode": [
+          "010:12"
+      ],
+      "programCode": [
+          "010:171"
+      ],
+      "keyword": [
+          "USGS",
+          "GHSC",
+          "Earthquake Hazards",
+          "Earthquake",
+          "Landslide Hazards",
+          "Landslide",
+          "Earthquake-induced landslide",
+          "Database"
+      ],
+      "theme": ["geospatial"],
+      "identifier": "USGS:5ec70f9d82ce476925eddc9e",
+      "accessLevel": "public",
+      "spatial": "[[-90, -180], [90, 180]]",
+      "publisher": {
+        "@type": "org:Organization",
+        "name": "U.S. Geological Survey"
+      }, 
+      "contactPoint": {
+        "@type": "vcard:Contact",
+        "fn": "Anna Nowicki Jessee",
+        "hasEmail": "mailto:manowick@iu.edu"
+      }, 
+      "distribution": [
+        {
+          "@type": "dcat:Distribution",
+          "title": "Digital Data",
+          "accessURL": "https://doi.org/10.5066/P9NWIRZZ"
+        },
+        {
+          "@type": "dcat:Distribution",
+          "title": "[Anything valid here] Original Metadata",
+          "downloadURL": "https://data.usgs.gov/metadata/Geologic_Hazards_Science_Center/5ec70f9d82ce476925eddc9e.xml",
+          "conformsTo": "http://www.fgdc.gov/schemas/metadata",
+          "description": "[Not required] The metadata original format",
+          "mediaType": "text/xml",
+          "format": "XML"
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/dcatus/jsons/large-spatial.data.json b/data/dcatus/jsons/large-spatial.data.json
new file mode 100644
index 00000000..7f439911
--- /dev/null
+++ b/data/dcatus/jsons/large-spatial.data.json
@@ -0,0 +1,43 @@
+{
+  "@type": "dcat:Catalog",
+  "describedBy": "https://project-open-data.cio.gov/v1.1/schema/catalog.json",
+  "conformsTo": "https://project-open-data.cio.gov/v1.1/schema",
+  "@context": "https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld",
+  "dataset": [
+    {
+      "identifier": "bad-02",
+      "accessLevel": "public",
+      "contactPoint": {
+        "hasEmail": "mailto:Alexis.Graves@ocio.usda.gov",
+        "@type": "vcard:Contact",
+        "fn": "Alexi Graves"
+      },
+      "programCode": [
+        "005:059"
+      ],
+      "description": "Sample bad dataset. Should raise an Import error for large spatial string size",
+      "title": "asdfasdfasd",
+      "distribution": [
+        {
+          "@type": "dcat:Distribution",
+          "downloadURL": "http://www.dm.usda.gov/foia/docs/Copy%20of%20ECM%20Congressional%20Logs%20FY14.xls",
+          "mediaType": "application/vnd.ms-excel",
+          "title": "Congressional Logs for Fiscal Year 2014"
+        }
+      ],
+      "license": "https://creativecommons.org/publicdomain/zero/1.0/",
+      "bureauCode": [
+        "005:12"
+      ],
+      "modified": "2014-10-03",
+      "publisher": {
+        "@type": "org:Organization",
+        "name": "Department of Agriculture"
+      },
+      "spatial": "MULTIPOLYGON (((-116.89633062079 42.671162157382, -116.89631841701 42.671162146337, -116.89631843198 42.671153140742, -116.89633063576 42.671153151787, -116.89633062079 42.671162157382)), ((-116.89633062079 42.671162157382, -116.89652588134 42.671162333923, -116.8965258664 42.671171339518, -116.89653807018 42.671171350541, -116.89653805525 42.671180356136, -116.89655025903 42.671180367158, -116.8965502441 42.671189372753, -116.89656244789 42.671189383773, -116.89656243296 42.671198389368, -116.89657463675 42.671198400387, -116.89657462182 42.671207405982, -116.89658682561 42.671207416999, -116.89658681068 42.671216422594, -116.89659901447 42.671216433611, -116.89659899955 42.671225439206, -116.89662340714 42.671225461234, -116.89662339221 42.671234466829, -116.89663559601 42.671234477842, -116.89663558109 42.671243483437, -116.89664778489 42.671243494448, -116.89664776997 42.671252500043, -116.89665997377 42.671252511053, -116.89665995885 42.671261516648, 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42.660352889449, -116.9037428029 42.660352879197, -116.90374277512 42.660370890425, -116.90373057345 42.660370880172, -116.90373055955 42.660379885786, -116.9037061562 42.660379865276, -116.9037061423 42.66038887089, -116.90369394062 42.660388860633, -116.90369392672 42.660397866247, -116.90368172504 42.660397855988, -116.90368171114 42.660406861602, -116.90366950946 42.660406851343, -116.90366949556 42.660415856957, -116.9036328905 42.66041582617, -116.90363287659 42.660424831784, -116.90357186816 42.660424780446, -116.90357185425 42.66043378606, -116.90352304749 42.660433744967, -116.90352303357 42.660442750581, -116.90351083188 42.660442740304, -116.90351081796 42.660451745918, -116.90348641457 42.660451725361, -116.90348640064 42.660460730975, -116.90336438371 42.660460628111, -116.90336436976 42.660469633725, -116.90327895789 42.660469561643))",
+      "keyword": [
+        "Congressional Logs"
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/dcatus/jsons/missing-catalog.data.json b/data/dcatus/jsons/missing-catalog.data.json
new file mode 100644
index 00000000..725dfe22
--- /dev/null
+++ b/data/dcatus/jsons/missing-catalog.data.json
@@ -0,0 +1,31 @@
+{
+  "describedBy": "data.gov",
+  "@context": "project-open-data.cio.gov/v1.1/schema",
+  "@type": "dcat:Test",
+  "dataset": [
+    {
+    },
+    {
+      "@type": "dcat:Dataset",
+      "title": "Employee Relations Roundtables",
+      "identifier": "IDF6-OPM-0001",
+      "accessLevel": "public",
+      "modified": "2011-12-15",
+      "keyword": ["k1", "k2"],
+      "landingPage": "http://www.opm.gov/policy-data-oversight/employee-relations/training/#url=Roundtables",
+      "license": "http://www.usa.gov/publicdomain/label/1.0/",
+      "publisher": {
+          "@type": "org:Organization",
+          "name": "U.S. Office of Personnel Management"
+      },
+      "contactPoint": {
+          "@type": "vcard:Contact",
+          "fn": "LaShann Freeman",
+          "hasEmail": "mailto:lashann.freeman@opm.gov"
+      },
+      "bureauCode": ["027:00"],
+      "programCode": ["027:000"],
+      "language": ["en-US"]
+    }
+  ]
+}
diff --git a/data/dcatus/jsons/missing-dataset-fields.data.json b/data/dcatus/jsons/missing-dataset-fields.data.json
new file mode 100644
index 00000000..b2122260
--- /dev/null
+++ b/data/dcatus/jsons/missing-dataset-fields.data.json
@@ -0,0 +1,32 @@
+{
+  "conformsTo": "https://project-open-data.cio.gov/v1.1/schema",
+  "describedBy": "https://project-open-data.cio.gov/v1.1/schema/catalog.json",
+  "@context": "https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld",
+  "@type": "dcat:Catalog",
+  "dataset": [
+    {
+    },
+    {
+      "@type": "dcat:Dataset",
+      "title": "Employee Relations Roundtables",
+      "identifier": "IDF6-OPM-0001",
+      "accessLevel": "public",
+      "modified": "2011-12-15",
+      "keyword": ["k1", "k2"],
+      "landingPage": "http://www.opm.gov/policy-data-oversight/employee-relations/training/#url=Roundtables",
+      "license": "http://www.usa.gov/publicdomain/label/1.0/",
+      "publisher": {
+          "@type": "org:Organization",
+          "name": "U.S. Office of Personnel Management"
+      },
+      "contactPoint": {
+          "@type": "vcard:Contact",
+          "fn": "LaShann Freeman",
+          "hasEmail": "mailto:lashann.freeman@opm.gov"
+      },
+      "bureauCode": ["027:00"],
+      "programCode": ["027:000"],
+      "language": ["en-US"]
+    }
+  ]
+}
diff --git a/data/dcatus/jsons/missing-identifier-title.data.json b/data/dcatus/jsons/missing-identifier-title.data.json
new file mode 100644
index 00000000..fb587e4b
--- /dev/null
+++ b/data/dcatus/jsons/missing-identifier-title.data.json
@@ -0,0 +1,108 @@
+{
+  "@type": "dcat:Catalog",
+  "describedBy": "https://project-open-data.cio.gov/v1.1/schema/catalog.json",
+  "conformsTo": "https://project-open-data.cio.gov/v1.1/schema",
+  "@context": "https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld",
+  "dataset": [
+    {
+      "accessLevel": "public",
+      "contactPoint": {
+        "hasEmail": "mailto:Alexis.Graves@ocio.usda.gov",
+        "@type": "vcard:Contact",
+        "fn": "Nicole Numbi"
+      },
+      "programCode": [
+        "005:059"
+      ],
+      "description": "Sample dataset. Spatial can be null",
+      "title": "simple test title",
+      "distribution": [
+        {
+          "@type": "dcat:Distribution",
+          "downloadURL": "http://www.dm.usda.gov/foia/docs/Copy%20of%20ECM%20Congressional%20Logs%20FY14.xls",
+          "mediaType": "application/vnd.ms-excel",
+          "title": "Congressional Logs for Fiscal Year 2014"
+        }
+      ],
+      "license": "https://creativecommons.org/publicdomain/zero/1.0/",
+      "bureauCode": [
+        "005:12"
+      ],
+      "modified": "2014-10-03",
+      "publisher": {
+        "@type": "org:Organization",
+        "name": "Department of Agriculture"
+      },
+      "spatial": null,
+      "keyword": [
+        "Congressional Logs"
+      ]
+    },
+    {
+      "identifier": "Test-0001",
+      "accessLevel": "public",
+      "contactPoint": {
+        "hasEmail": "mailto:Alexis.Graves@ocio.usda.gov",
+        "@type": "vcard:Contact",
+        "fn": "Nicole Numbi"
+      },
+      "programCode": [
+        "006:059"
+      ],
+      "description": "Sample dataset. Spatial can be null",
+      "title": "simple test title2",
+      "distribution": [
+        {
+          "@type": "dcat:Distribution",
+          "downloadURL": "http://www.dm.usda.gov/foia/docs/Copy%20of%20ECM%20Congressional%20Logs%20FY14.xls",
+          "mediaType": "application/vnd.ms-excel",
+          "title": "Congressional Logs for Fiscal Year 2014"
+        }
+      ],
+      "license": "https://creativecommons.org/publicdomain/zero/1.0/",
+      "bureauCode": [
+        "005:12"
+      ],
+      "modified": "2015-10-03",
+      "publisher": {
+        "@type": "org:Organization",
+        "name": "Department of Agriculture"
+      },
+      "spatial": null,
+      "keyword": [
+        "Congressional Logs2"
+      ]
+    },
+    {
+      "identifier": "Test-0002",
+      "accessLevel": "public",
+      "contactPoint": {
+        "hasEmail": "mailto:Alexis.Graves@ocio.usda.gov",
+        "@type": "vcard:Contact",
+        "fn": "Nicole Numbi"
+      },
+      "programCode": [
+        "006:059"
+      ],
+      "description": "Sample dataset. Spatial can be null",
+      "distribution": [
+        {
+          "@type": "dcat:Distribution",
+          "downloadURL": "http://www.dm.usda.gov/foia/docs/Copy%20of%20ECM%20Congressional%20Logs%20FY14.xls",
+          "mediaType": "application/vnd.ms-excel",
+          "title": "Congressional Logs for Fiscal Year 2014"
+        }
+      ],
+      "license": "https://creativecommons.org/publicdomain/zero/1.0/",
+      "modified": "2015-10-03",
+      "publisher": {
+        "@type": "org:Organization",
+        "name": "Department of Agriculture"
+      },
+      "spatial": null,
+      "keyword": [
+        "Congressional Logs2"
+      ]
+    }
+  ]
+}
diff --git a/data/dcatus/jsons/null-spatial.data.json b/data/dcatus/jsons/null-spatial.data.json
new file mode 100644
index 00000000..fd146ea5
--- /dev/null
+++ b/data/dcatus/jsons/null-spatial.data.json
@@ -0,0 +1,43 @@
+{
+  "@type": "dcat:Catalog",
+  "describedBy": "https://project-open-data.cio.gov/v1.1/schema/catalog.json",
+  "conformsTo": "https://project-open-data.cio.gov/v1.1/schema",
+  "@context": "https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld",
+  "dataset": [
+    {
+      "identifier": "null-spatial",
+      "accessLevel": "public",
+      "contactPoint": {
+        "hasEmail": "mailto:Alexis.Graves@ocio.usda.gov",
+        "@type": "vcard:Contact",
+        "fn": "Alexi Graves"
+      },
+      "programCode": [
+        "005:059"
+      ],
+      "description": "Sample dataset. Spatial can be null",
+      "title": "Sample Title NUll Spatial",
+      "distribution": [
+        {
+          "@type": "dcat:Distribution",
+          "downloadURL": "http://www.dm.usda.gov/foia/docs/Copy%20of%20ECM%20Congressional%20Logs%20FY14.xls",
+          "mediaType": "application/vnd.ms-excel",
+          "title": "Congressional Logs for Fiscal Year 2014"
+        }
+      ],
+      "license": "https://creativecommons.org/publicdomain/zero/1.0/",
+      "bureauCode": [
+        "005:12"
+      ],
+      "modified": "2014-10-03",
+      "publisher": {
+        "@type": "org:Organization",
+        "name": "Department of Agriculture"
+      },
+      "spatial": null,
+      "keyword": [
+        "Congressional Logs"
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/dcatus/jsons/numerical-title.data.json b/data/dcatus/jsons/numerical-title.data.json
new file mode 100644
index 00000000..7ec8b9be
--- /dev/null
+++ b/data/dcatus/jsons/numerical-title.data.json
@@ -0,0 +1,43 @@
+{
+  "@type": "dcat:Catalog",
+  "describedBy": "https://project-open-data.cio.gov/v1.1/schema/catalog.json",
+  "conformsTo": "https://project-open-data.cio.gov/v1.1/schema",
+  "@context": "https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld",
+  "dataset": [
+    {
+      "identifier": "null-spatial",
+      "accessLevel": "public",
+      "contactPoint": {
+        "hasEmail": "mailto:Alexis.Graves@ocio.usda.gov",
+        "@type": "vcard:Contact",
+        "fn": "Nicole Numbi"
+      },
+      "programCode": [
+        "005:059"
+      ],
+      "description": "Sample dataset. Spatial can be null",
+      "title": 707,
+      "distribution": [
+        {
+          "@type": "dcat:Distribution",
+          "downloadURL": "http://www.dm.usda.gov/foia/docs/Copy%20of%20ECM%20Congressional%20Logs%20FY14.xls",
+          "mediaType": "application/vnd.ms-excel",
+          "title": "Congressional Logs for Fiscal Year 2014"
+        }
+      ],
+      "license": "https://creativecommons.org/publicdomain/zero/1.0/",
+      "bureauCode": [
+        "005:12"
+      ],
+      "modified": "2014-10-03",
+      "publisher": {
+        "@type": "org:Organization",
+        "name": "Department of Agriculture"
+      },
+      "spatial": null,
+      "keyword": [
+        "Congressional Logs"
+      ]
+    }
+  ]
+}
diff --git a/data/dcatus/jsons/ny.data.json b/data/dcatus/jsons/ny.data.json
new file mode 100644
index 00000000..5d5a5fd8
--- /dev/null
+++ b/data/dcatus/jsons/ny.data.json
@@ -0,0 +1,71 @@
+{
+  "@context": "https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld",
+  "@id": "https://data.ny.gov/data.json",
+  "@type": "dcat:Catalog",
+  "conformsTo": "https://project-open-data.cio.gov/v1.1/schema",
+  "describedBy": "https://project-open-data.cio.gov/v1.1/schema/catalog.json",
+  "dataset": [ 
+    {
+      "accessLevel":"public",
+      "landingPage":"https://data.ny.gov/d/22ew-dxez",
+      "issued":"2016-07-21","@type":"dcat:Dataset",
+      "modified":"2019-06-10",
+      "keyword":[
+        "rental assistance",
+        "rent",
+        "homeownership",
+        "homeowner",
+        "home",
+        "buying",
+        "homebuyer",
+        "first-time",
+        "lmi",
+        "assistance",
+        "mortgage",
+        "loans",
+        "sonyma"
+      ],
+      "contactPoint": {
+        "@type":"vcard:Contact",
+        "fn":"Open Data NY",
+        "hasEmail":"mailto:opendata@its.ny.gov"
+      },
+      "publisher": {
+        "@type":"org:Organization",
+        "name":"State of New York"
+        },
+      "identifier":"https://data.ny.gov/api/views/22ew-dxez",
+      "description":"Financial and Geographic Information on SONYMA Loans purchased since 2004.",
+      "title":"State of New York Mortgage Agency (SONYMA) Loans Purchased: Beginning 2004",
+      "distribution":[
+        {
+          "@type":"dcat:Distribution",
+          "downloadURL":"https://data.ny.gov/api/views/22ew-dxez/rows.csv?accessType=DOWNLOAD",
+          "mediaType":"text/csv"
+        },
+        {
+          "mediaType":"application/rdf+xml",
+          "downloadURL":"https://data.ny.gov/api/views/22ew-dxez/rows.rdf?accessType=DOWNLOAD",
+          "describedBy":"https://data.ny.gov/api/views/22ew-dxez/columns.rdf",
+          "describedByType":"application/rdf+xml",
+          "@type":"dcat:Distribution"
+        },
+        {
+          "mediaType":"application/json",
+          "downloadURL":"https://data.ny.gov/api/views/22ew-dxez/rows.json?accessType=DOWNLOAD",
+          "describedBy":"https://data.ny.gov/api/views/22ew-dxez/columns.json", 
+          "describedByType":"application/json",
+          "@type":"dcat:Distribution"
+        },
+        {
+          "mediaType":"application/xml",
+          "downloadURL":"https://data.ny.gov/api/views/22ew-dxez/rows.xml?accessType=DOWNLOAD",
+          "describedBy":"https://data.ny.gov/api/views/22ew-dxez/columns.svc",
+          "describedByType":"application/xml",
+          "@type":"dcat:Distribution"
+          }
+        ],
+      "theme":["Economic Development"]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/dcatus/jsons/reserved-title.data.json b/data/dcatus/jsons/reserved-title.data.json
new file mode 100644
index 00000000..596186fc
--- /dev/null
+++ b/data/dcatus/jsons/reserved-title.data.json
@@ -0,0 +1,42 @@
+{
+  "@type": "dcat:Catalog",
+  "describedBy": "https://project-open-data.cio.gov/v1.1/schema/catalog.json",
+  "conformsTo": "https://project-open-data.cio.gov/v1.1/schema",
+  "@context": "https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld",
+  "dataset": [
+    {
+      "identifier": "bad-01",
+      "accessLevel": "public",
+      "contactPoint": {
+        "hasEmail": "mailto:Alexis.Graves@ocio.usda.gov",
+        "@type": "vcard:Contact",
+        "fn": "Alexi Graves"
+      },
+      "programCode": [
+        "005:059"
+      ],
+      "description": "Sample bad dataset. Should raise an Import error for using reserved words as title",
+      "title": "Search",
+      "distribution": [
+        {
+          "@type": "dcat:Distribution",
+          "downloadURL": "http://www.dm.usda.gov/foia/docs/Copy%20of%20ECM%20Congressional%20Logs%20FY14.xls",
+          "mediaType": "application/vnd.ms-excel",
+          "title": "Congressional Logs for Fiscal Year 2014"
+        }
+      ],
+      "license": "https://creativecommons.org/publicdomain/zero/1.0/",
+      "bureauCode": [
+        "005:12"
+      ],
+      "modified": "2014-10-03",
+      "publisher": {
+        "@type": "org:Organization",
+        "name": "Department of Agriculture"
+      },
+      "keyword": [
+        "Congressional Logs"
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/dcatus/jsons/usda.gov.data.json b/data/dcatus/jsons/usda.gov.data.json
new file mode 100644
index 00000000..b469a590
--- /dev/null
+++ b/data/dcatus/jsons/usda.gov.data.json
@@ -0,0 +1,174 @@
+{
+  "@type": "dcat:Catalog",
+  "describedBy": "https://project-open-data.cio.gov/v1.1/schema/catalog.json",
+  "conformsTo": "https://project-open-data.cio.gov/v1.1/schema",
+  "@context": "https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld",
+  "dataset": [
+    {
+      "identifier": "USDA-DM-002",
+      "accessLevel": "public",
+      "contactPoint": {
+        "hasEmail": "mailto:Alexis.Graves@ocio.usda.gov",
+        "@type": "vcard:Contact",
+        "fn": "Alexi Graves"
+      },
+      "programCode": [
+        "005:059"
+      ],
+      "description": "This dataset is Congressional Correspondence from the Office of the Executive Secretariat for the Department of Agriculture.",
+      "title": "Department of Agriculture Congressional Logs for Fiscal Year 2014",
+      "distribution": [
+        {
+          "@type": "dcat:Distribution",
+          "downloadURL": "http://www.dm.usda.gov/foia/docs/Copy%20of%20ECM%20Congressional%20Logs%20FY14.xls",
+          "mediaType": "application/vnd.ms-excel",
+          "title": "Congressional Logs for Fiscal Year 2014"
+        }
+      ],
+      "license": "https://creativecommons.org/publicdomain/zero/1.0/",
+      "bureauCode": [
+        "005:12"
+      ],
+      "modified": "2014-10-03",
+      "publisher": {
+        "@type": "org:Organization",
+        "name": "Department of Agriculture"
+      },
+      "keyword": [
+        "Congressional Logs"
+      ]
+    },
+    {
+      "contactPoint": {
+        "hasEmail": "mailto:ebaiello@fs.fed.us",
+        "@type": "vcard:Contact",
+        "fn": "USFS AGOL Admin"
+      },
+      "description": "<p>The National Forest Climate Change Maps project was developed by the Rocky Mountain Research Station (RMRS) and the Office of Sustainability and Climate to meet the needs of national forest managers for information on projected climate changes at a scale relevant to decision making processes, including forest plans. The maps use state-of-the-art science and are available for every national forest in the contiguous United States with relevant data coverage. Currently, the map sets include variables related to precipitation, air temperature, snow (including snow residence time and April 1 snow water equivalent), and stream flow.</p>\r\n\r\n<p>Historical (1975-2005) and future (2071-2090) precipitation and temperature data for the contiguous United States are ensemble mean values across 20 global climate models from the CMIP5 experiment (https://journals.ametsoc.org/doi/abs/10.1175/BAMS-D-11-00094.1), downscaled to a 4 km grid. For more information on the downscaling method and to access the data, please see Abatzoglou and Brown, 2012 (https://rmets.onlinelibrary.wiley.com/doi/full/10.1002/joc.2312) and the Northwest Knowledge Network (https://climate.northwestknowledge.net/MACA/). We used the MACAv2- Metdata monthly dataset; monthly precipitation values (mm) were summed over the season of interest (annual, winter, or summer). Absolute and percent change were then calculated between the historical and future time periods.</p>\r\n\r\n<p>Raster data are also available for download from RMRS site (https://www.fs.fed.us/rm/boise/AWAE/projects/NFS-regional-climate-change-maps/categories/us-raster-layers.html), along with pdf maps and detailed metadata (https://www.fs.fed.us/rm/boise/AWAE/projects/NFS-regional-climate-change-maps/downloads/NationalForestClimateChangeMapsMetadata.pdf).</p>\r\n\r\n<p><img src=\"https://farm8.staticflickr.com/7824/47007970771_22492043f6.jpg\" /></p>",
+      "title": "Percent change in annual precipitation (CONUS) (Image Service)",
+      "distribution": [
+        {
+          "accessURL": "http://enterprisecontent-usfs.opendata.arcgis.com/datasets/429428633a5e486289f6111d9cbe7065",
+          "@type": "dcat:Distribution",
+          "format": "Web page",
+          "mediaType": "text/html",
+          "title": "ArcGIS Open Dataset"
+        },
+        {
+          "accessURL": "https://apps.fs.usda.gov/fsgisx01/rest/services/RDW_Climate/AvgAnnualPrecipPctChange_CONUS/ImageServer",
+          "@type": "dcat:Distribution",
+          "format": "Esri REST",
+          "mediaType": "application/json",
+          "title": "Esri Rest API"
+        }
+      ],
+      "bureauCode": [
+        "005:96"
+      ],
+      "modified": "2019-03-22",
+      "theme": [
+        "geospatial"
+      ],
+      "keyword": [
+        "USDA Forest Service",
+        "USFS",
+        "Office of Sustainability and Climate",
+        "OSC",
+        "Rocky Mountain Research Station",
+        "RMRS",
+        "Air Water and Aquatic Environments Program",
+        "AWAE",
+        "climate",
+        "climate change",
+        "National Forests",
+        "Open Data",
+        "precipitation",
+        "water yield",
+        "CONUS",
+        "contiguous US"
+      ],
+      "spatial": "-134.91336517510808,21.082969302706488,-56.90070213154654,52.37089914390312",
+      "issued": "2017-11-22",
+      "identifier": "http://enterprisecontent-usfs.opendata.arcgis.com/datasets/429428633a5e486289f6111d9cbe7065",
+      "accessLevel": "public",
+      "programCode": [
+        "005:059"
+      ],
+      "landingPage": "http://enterprisecontent-usfs.opendata.arcgis.com/datasets/429428633a5e486289f6111d9cbe7065",
+      "license": "https://hub.arcgis.com/api/v2/datasets/429428633a5e486289f6111d9cbe7065/license",
+      "publisher": {
+        "name": "U.S. Forest Service"
+      }
+    },
+    {
+      "contactPoint": {
+        "hasEmail": "mailto:ebaiello@fs.fed.us",
+        "@type": "vcard:Contact",
+        "fn": "USFS AGOL Admin"
+      },
+      "description": "<p>The National Forest Climate Change Maps project was developed by the Rocky Mountain Research Station (RMRS) and the Office of Sustainability and Climate to meet the needs of national forest managers for information on projected climate changes at a scale relevant to decision making processes, including forest plans. The maps use state-of-the-art science and are available for every national forest in the contiguous United States with relevant data coverage. Currently, the map sets include variables related to precipitation, air temperature, snow (including snow residence time and April 1 snow water equivalent), and stream flow.</p>\r\n\r\n<p>Snow residence time (in days) and April 1 snow water equivalent (in mm) were modeled using the spatial analog models of Luce et al., 2014 (https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2013WR014844); see also Lute and Luce, 2017 (https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2017WR020752). These models are built on precipitation and snow data from Snowpack Telemetry (SNOTEL) stations across the western United States and temperature data from the TopoWx dataset (https://rmets.onlinelibrary.wiley.com/doi/10.1002/joc.4127). They were calculated for the historical (1975-2005) and future (2071-2090) time periods, along with absolute and percent change.</p>\r\n\r\n<p>Raster data are also available for download from RMRS site (https://www.fs.fed.us/rm/boise/AWAE/projects/NFS-regional-climate-change-maps/categories/us-raster-layers.html), along with pdf maps and detailed metadata (https://www.fs.fed.us/rm/boise/AWAE/projects/NFS-regional-climate-change-maps/downloads/NationalForestClimateChangeMapsMetadata.pdf).</p>\r\n\r\n<p><img src=\"https://farm8.staticflickr.com/7880/47007969021_885cb1a4a5.jpg\" /></p>",
+      "title": "Percent change in snow residence time (CONUS) (Image Service)",
+      "distribution": [
+        {
+          "accessURL": "http://enterprisecontent-usfs.opendata.arcgis.com/datasets/f1879e9f6798461f8fd54719ea2231f8",
+          "@type": "dcat:Distribution",
+          "format": "Web page",
+          "mediaType": "text/html",
+          "title": "ArcGIS Open Dataset"
+        },
+        {
+          "accessURL": "https://apps.fs.usda.gov/fsgisx01/rest/services/RDW_Climate/SnowResidenceTime_PctChange/ImageServer",
+          "@type": "dcat:Distribution",
+          "format": "Esri REST",
+          "mediaType": "application/json",
+          "title": "Esri Rest API"
+        },
+        {
+          "accessURL": "https://apps.fs.usda.gov/fsgisx01/services/RDW_Climate/SnowResidenceTime_PctChange/ImageServer",
+          "@type": "dcat:Distribution",
+          "format": "OGC WMS",
+          "mediaType": "application/vnd.ogc.wms_xml",
+          "title": "OGC WMS"
+        }
+      ],
+      "bureauCode": [
+        "005:96"
+      ],
+      "modified": "2019-03-22",
+      "theme": [
+        "geospatial"
+      ],
+      "keyword": [
+        "USDA Forest Service",
+        "USFS",
+        "Office of Sustainability and Climate",
+        "OSC",
+        "Rocky Mountain Research Station",
+        "RMRS",
+        "Air Water and Aquatic Environments Program",
+        "AWAE",
+        "climate",
+        "climate change",
+        "National Forests",
+        "Open Data",
+        "snow",
+        "snow residence time",
+        "SRT",
+        "CONUS",
+        "contiguous US"
+      ],
+      "spatial": "-134.91336517510808,21.082969302706488,-56.90070213154654,52.37089914390312",
+      "issued": "2017-11-22",
+      "identifier": "http://enterprisecontent-usfs.opendata.arcgis.com/datasets/f1879e9f6798461f8fd54719ea2231f8",
+      "accessLevel": "public",
+      "programCode": [
+        "005:059"
+      ],
+      "landingPage": "http://enterprisecontent-usfs.opendata.arcgis.com/datasets/f1879e9f6798461f8fd54719ea2231f8",
+      "license": "https://hub.arcgis.com/api/v2/datasets/f1879e9f6798461f8fd54719ea2231f8/license",
+      "publisher": {
+        "name": "U.S. Forest Service"
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/dcatus/schemas/catalog.json b/data/dcatus/schemas/catalog.json
new file mode 100644
index 00000000..0cf56548
--- /dev/null
+++ b/data/dcatus/schemas/catalog.json
@@ -0,0 +1,49 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "title": "Project Open Data Catalog",
+  "description": "Validates an entire collection of common core metadata JSON objects. Agencies produce said collections in the form of Data.json files.",
+  "type": "object",
+  "required": ["conformsTo", "dataset"],
+  "properties": {
+    "@context": {
+      "title": "Metadata Context",
+      "description": "URL or JSON object for the JSON-LD Context that defines the schema used",
+      "type": "string",
+      "format": "uri"
+    },
+    "@id": {
+      "title": "Metadata Catalog ID",
+      "description": "IRI for the JSON-LD Node Identifier of the Catalog. This should be the URL of the data.json file itself.",
+      "type": "string",
+      "format": "uri"
+    },
+    "@type": {
+      "title": "Metadata Context",
+      "description": "IRI for the JSON-LD data type. This should be dcat:Catalog for the Catalog",
+      "const": "dcat:Catalog"
+    },
+    "conformsTo": {
+      "description": "Version of Schema",
+      "title": "Version of Schema",
+      "const": "https://project-open-data.cio.gov/v1.1/schema"
+    },
+    "describedBy": {
+      "description": "URL for the JSON Schema file that defines the schema used",
+      "title": "Data Dictionary",
+      "type": "string",
+      "format": "uri"
+    },
+    "dataset": {
+      "type": "array",
+      "items": {
+        "$ref": "dataset.json",
+        "minItems": 1,
+        "uniqueItems": true
+      }
+    }
+  },
+  "$id": "https://project-open-data.cio.gov/v1.1/schema/catalog.json#",
+  "dependentRequired": {
+    "@type": ["@context"]
+  }
+}
diff --git a/data/dcatus/schemas/dataset.json b/data/dcatus/schemas/dataset.json
new file mode 100644
index 00000000..dea5ca9c
--- /dev/null
+++ b/data/dcatus/schemas/dataset.json
@@ -0,0 +1,708 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "title": "Project Open Data Dataset",
+  "description": "The metadata format for all federal open data. Validates a single JSON object entry (as opposed to entire Data.json catalog).",
+  "type": "object",
+  "required": [
+    "bureauCode",
+    "programCode",
+    "title",
+    "description",
+    "keyword",
+    "modified",
+    "publisher",
+    "contactPoint",
+    "identifier",
+    "accessLevel"
+  ],
+  "properties": {
+    "@type": {
+      "title": "Metadata Context",
+      "description": "IRI for the JSON-LD data type. This should be dcat:Dataset for each Dataset",
+      "const": "dcat:Dataset"
+    },
+    "accessLevel": {
+      "description": "The degree to which this dataset could be made publicly-available, regardless of whether it has been made available. Choices: public (Data asset is or could be made publicly available to all without restrictions), restricted public (Data asset is available under certain use restrictions), or non-public (Data asset is not available to members of the public)",
+      "title": "Public Access Level",
+      "enum": ["public", "restricted public", "non-public"]
+    },
+    "rights": {
+      "title": "Rights",
+      "description": "This may include information regarding access or restrictions based on privacy, security, or other policies. This should also provide an explanation for the selected \"accessLevel\" including instructions for how to access a restricted file, if applicable, or explanation for why a \"non-public\" or \"restricted public\" data assetis not \"public,\" if applicable. Text, 255 characters.",
+      "anyOf": [
+        {
+          "type": "string",
+          "minLength": 1,
+          "maxLength": 255
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "accrualPeriodicity": {
+      "title": "Frequency",
+      "description": "Frequency with which dataset is published.",
+      "anyOf": [
+        {
+          "const": "irregular"
+        },
+        {
+          "type": "string",
+          "pattern": "^R\\/P(?:\\d+(?:\\.\\d+)?Y)?(?:\\d+(?:\\.\\d+)?M)?(?:\\d+(?:\\.\\d+)?W)?(?:\\d+(?:\\.\\d+)?D)?(?:T(?:\\d+(?:\\.\\d+)?H)?(?:\\d+(?:\\.\\d+)?M)?(?:\\d+(?:\\.\\d+)?S)?)?$"
+        },
+        {
+          "type": "null"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "bureauCode": {
+      "title": "Bureau Code",
+      "description": "Federal agencies, combined agency and bureau code from <a href=\"http://www.whitehouse.gov/sites/default/files/omb/assets/a11_current_year/app_c.pdf\">OMB Circular A-11, Appendix C</a> in the format of <code>015:010</code>.",
+      "anyOf": [
+        {
+          "type": "array",
+          "items": {
+            "type": "string",
+            "pattern": "[0-9]{3}:[0-9]{2}"
+          },
+          "minItems": 1,
+          "uniqueItems": true
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "contactPoint": {
+      "$ref": "#/$defs/vcard"
+    },
+    "describedBy": {
+      "title": "Data Dictionary",
+      "description": "URL to the data dictionary for the dataset or API. Note that documentation other than a data dictionary can be referenced using Related Documents as shown in the expanded fields.",
+      "anyOf": [
+        {
+          "type": "string",
+          "format": "uri"
+        },
+        {
+          "type": "null"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "describedByType": {
+      "title": "Data Dictionary Type",
+      "description": "The machine-readable file format (IANA Media Type or MIME Type) of the distribution’s describedBy URL",
+      "anyOf": [
+        {
+          "pattern": "^[-\\w]+/[-\\w]+(\\.[-\\w]+)*([+][-\\w]+)?$",
+          "type": "string"
+        },
+        {
+          "type": "null"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "conformsTo": {
+      "title": "Data Standard",
+      "description": "URI used to identify a standardized specification the dataset conforms to",
+      "anyOf": [
+        {
+          "type": "string",
+          "format": "uri"
+        },
+        {
+          "type": "null"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "dataQuality": {
+      "title": "Data Quality",
+      "description": "Whether the dataset meets the agency’s Information Quality Guidelines (true/false).",
+      "anyOf": [
+        {
+          "type": "boolean"
+        },
+        {
+          "type": "null"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "description": {
+      "title": "Description",
+      "description": "Human-readable description (e.g., an abstract) with sufficient detail to enable a user to quickly understand whether the asset is of interest.",
+      "type": "string",
+      "minLength": 1
+    },
+    "distribution": {
+      "title": "Distribution",
+      "description": "A container for the array of Distribution objects",
+      "anyOf": [
+        {
+          "type": "array",
+          "items": {
+            "anyOf": [
+              {
+                "minItems": 1,
+                "uniqueItems": true,
+                "$ref": "#/$defs/distribution"
+              },
+              {
+                "type": "string",
+                "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+              }
+            ]
+          }
+        },
+        {
+          "type": "null"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "identifier": {
+      "title": "Unique Identifier",
+      "description": "A unique identifier for the dataset or API as maintained within an Agency catalog or database.",
+      "type": "string",
+      "minLength": 1
+    },
+    "issued": {
+      "title": "Release Date",
+      "description": "Date of formal issuance.",
+      "anyOf": [
+        {
+          "type": "string",
+          "pattern": "^([\\+-]?\\d{4}(?!\\d{2}\\b))((-?)((0[1-9]|1[0-2])(\\3([12]\\d|0[1-9]|3[01]))?|W([0-4]\\d|5[0-2])(-?[1-7])?|(00[1-9]|0[1-9]\\d|[12]\\d{2}|3([0-5]\\d|6[1-6])))([T\\s]((([01]\\d|2[0-3])((:?)[0-5]\\d)?|24\\:?00)([\\.,]\\d+(?!:))?)?(\\17[0-5]\\d([\\.,]\\d+)?)?([zZ]|([\\+-])([01]\\d|2[0-3]):?([0-5]\\d)?)?)?)?$"
+        },
+        {
+          "type": "null"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "keyword": {
+      "title": "Tags",
+      "description": "Tags (or keywords) help users discover your dataset; please include terms that would be used by technical and non-technical users.",
+      "anyOf": [
+        {
+          "type": "array",
+          "items": {
+            "type": "string",
+            "minLength": 1
+          },
+          "minItems": 1
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "landingPage": {
+      "title": "Homepage URL",
+      "description": "Alternative landing page used to redirect user to a contextual, Agency-hosted “homepage” for the Dataset or API when selecting this resource from the Data.gov user interface.",
+      "anyOf": [
+        {
+          "type": "string",
+          "format": "uri"
+        },
+        {
+          "type": "null"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "language": {
+      "title": "Language",
+      "description": "The language of the dataset.",
+      "anyOf": [
+        {
+          "type": "null"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        },
+        {
+          "type": "array",
+          "items": {
+            "type": "string",
+            "pattern": "^(((([A-Za-z]{2,3}(-([A-Za-z]{3}(-[A-Za-z]{3}){0,2}))?)|[A-Za-z]{4}|[A-Za-z]{5,8})(-([A-Za-z]{4}))?(-([A-Za-z]{2}|[0-9]{3}))?(-([A-Za-z0-9]{5,8}|[0-9][A-Za-z0-9]{3}))*(-([0-9A-WY-Za-wy-z](-[A-Za-z0-9]{2,8})+))*(-(x(-[A-Za-z0-9]{1,8})+))?)|(x(-[A-Za-z0-9]{1,8})+)|((en-GB-oed|i-ami|i-bnn|i-default|i-enochian|i-hak|i-klingon|i-lux|i-mingo|i-navajo|i-pwn|i-tao|i-tay|i-tsu|sgn-BE-FR|sgn-BE-NL|sgn-CH-DE)|(art-lojban|cel-gaulish|no-bok|no-nyn|zh-guoyu|zh-hakka|zh-min|zh-min-nan|zh-xiang)))$"
+          }
+        }
+      ]
+    },
+    "license": {
+      "title": "License",
+      "description": "The license dataset or API is published with. See <a href=\"https://project-open-data.cio.gov/open-licenses/\">Open Licenses</a> for more information.",
+      "anyOf": [
+        {
+          "type": "string",
+          "format": "uri"
+        },
+        {
+          "type": "null"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "modified": {
+      "title": "Last Update",
+      "description": "Most recent date on which the dataset was changed, updated or modified.",
+      "anyOf": [
+        {
+          "type": "string",
+          "pattern": "^([\\+-]?\\d{4}(?!\\d{2}\\b))((-?)((0[1-9]|1[0-2])(\\3([12]\\d|0[1-9]|3[01]))?|W([0-4]\\d|5[0-2])(-?[1-7])?|(00[1-9]|0[1-9]\\d|[12]\\d{2}|3([0-5]\\d|6[1-6])))([T\\s]((([01]\\d|2[0-3])((:?)[0-5]\\d)?|24\\:?00)([\\.,]\\d+(?!:))?)?(\\17[0-5]\\d([\\.,]\\d+)?)?([zZ]|([\\+-])([01]\\d|2[0-3]):?([0-5]\\d)?)?)?)?$"
+        },
+        {
+          "type": "string",
+          "pattern": "^(R\\d*\\/)?P(?:\\d+(?:\\.\\d+)?Y)?(?:\\d+(?:\\.\\d+)?M)?(?:\\d+(?:\\.\\d+)?W)?(?:\\d+(?:\\.\\d+)?D)?(?:T(?:\\d+(?:\\.\\d+)?H)?(?:\\d+(?:\\.\\d+)?M)?(?:\\d+(?:\\.\\d+)?S)?)?$"
+        },
+        {
+          "type": "string",
+          "pattern": "^(R\\d*\\/)?([\\+-]?\\d{4}(?!\\d{2}\\b))((-?)((0[1-9]|1[0-2])(\\4([12]\\d|0[1-9]|3[01]))?|W([0-4]\\d|5[0-2])(-?[1-7])?|(00[1-9]|0[1-9]\\d|[12]\\d{2}|3([0-5]\\d|6[1-6])))([T\\s]((([01]\\d|2[0-3])((:?)[0-5]\\d)?|24\\:?00)([\\.,]\\d+(?!:))?)?(\\18[0-5]\\d([\\.,]\\d+)?)?([zZ]|([\\+-])([01]\\d|2[0-3]):?([0-5]\\d)?)?)?)?(\\/)P(?:\\d+(?:\\.\\d+)?Y)?(?:\\d+(?:\\.\\d+)?M)?(?:\\d+(?:\\.\\d+)?W)?(?:\\d+(?:\\.\\d+)?D)?(?:T(?:\\d+(?:\\.\\d+)?H)?(?:\\d+(?:\\.\\d+)?M)?(?:\\d+(?:\\.\\d+)?S)?)?$"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "primaryITInvestmentUII": {
+      "title": "Primary IT Investment UII",
+      "description": "For linking a dataset with an IT Unique Investment Identifier (UII)",
+      "anyOf": [
+        {
+          "type": "string",
+          "pattern": "[0-9]{3}-[0-9]{9}"
+        },
+        {
+          "type": "null"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "programCode": {
+      "title": "Program Code",
+      "description": "Federal agencies, list the primary program related to this data asset, from the <a href=\"http://goals.performance.gov/sites/default/files/images/FederalProgramInventory_FY13_MachineReadable_091613.xls\">Federal Program Inventory</a>. Use the format of <code>015:001</code>",
+      "anyOf": [
+        {
+          "type": "array",
+          "items": {
+            "type": "string",
+            "pattern": "[0-9]{3}:[0-9]{3}"
+          },
+          "minItems": 1,
+          "uniqueItems": true
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "publisher": {
+      "$ref": "#/$defs/organization"
+    },
+    "references": {
+      "title": "Related Documents",
+      "description": "Related documents such as technical information about a dataset, developer documentation, etc.",
+      "anyOf": [
+        {
+          "type": "array",
+          "items": {
+            "anyOf": [
+              {
+                "type": "string",
+                "format": "uri"
+              },
+              {
+                "type": "string",
+                "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+              }
+            ]
+          },
+          "minItems": 1,
+          "uniqueItems": true
+        },
+        {
+          "type": "null"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "spatial": {
+      "title": "Spatial",
+      "description": "The range of spatial applicability of a dataset. Could include a spatial region like a bounding box or a named place.",
+      "anyOf": [
+        {
+          "type": "string",
+          "minLength": 1
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "systemOfRecords": {
+      "title": "System of Records",
+      "description": "If the systems is designated as a system of records under the Privacy Act of 1974, provide the URL to the System of Records Notice related to this dataset.",
+      "anyOf": [
+        {
+          "type": "string",
+          "minLength": 1
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "temporal": {
+      "title": "Temporal",
+      "description": "The range of temporal applicability of a dataset (i.e., a start and end date of applicability for the data).",
+      "anyOf": [
+        {
+          "type": "string",
+          "pattern": "^([\\+-]?\\d{4}(?!\\d{2}\\b))((-?)((0[1-9]|1[0-2])(\\3([12]\\d|0[1-9]|3[01]))?|W([0-4]\\d|5[0-2])(-?[1-7])?|(00[1-9]|0[1-9]\\d|[12]\\d{2}|3([0-5]\\d|6[1-6])))([T\\s]((([01]\\d|2[0-3])((:?)[0-5]\\d)?|24\\:?00)([\\.,]\\d+(?!:))?)?(\\17[0-5]\\d([\\.,]\\d+)?)?([zZ]|([\\+-])([01]\\d|2[0-3]):?([0-5]\\d)?)?)?)?(\\/)([\\+-]?\\d{4}(?!\\d{2}\\b))((-?)((0[1-9]|1[0-2])(\\3([12]\\d|0[1-9]|3[01]))?|W([0-4]\\d|5[0-2])(-?[1-7])?|(00[1-9]|0[1-9]\\d|[12]\\d{2}|3([0-5]\\d|6[1-6])))([T\\s]((([01]\\d|2[0-3])((:?)[0-5]\\d)?|24\\:?00)([\\.,]\\d+(?!:))?)?(\\17[0-5]\\d([\\.,]\\d+)?)?([zZ]|([\\+-])([01]\\d|2[0-3]):?([0-5]\\d)?)?)?)?$"
+        },
+        {
+          "type": "string",
+          "pattern": "^(R\\d*\\/)?([\\+-]?\\d{4}(?!\\d{2}\\b))((-?)((0[1-9]|1[0-2])(\\4([12]\\d|0[1-9]|3[01]))?|W([0-4]\\d|5[0-2])(-?[1-7])?|(00[1-9]|0[1-9]\\d|[12]\\d{2}|3([0-5]\\d|6[1-6])))([T\\s]((([01]\\d|2[0-3])((:?)[0-5]\\d)?|24\\:?00)([\\.,]\\d+(?!:))?)?(\\18[0-5]\\d([\\.,]\\d+)?)?([zZ]|([\\+-])([01]\\d|2[0-3]):?([0-5]\\d)?)?)?)?(\\/)P(?:\\d+(?:\\.\\d+)?Y)?(?:\\d+(?:\\.\\d+)?M)?(?:\\d+(?:\\.\\d+)?W)?(?:\\d+(?:\\.\\d+)?D)?(?:T(?:\\d+(?:\\.\\d+)?H)?(?:\\d+(?:\\.\\d+)?M)?(?:\\d+(?:\\.\\d+)?S)?)?$"
+        },
+        {
+          "type": "string",
+          "pattern": "^(R\\d*\\/)?P(?:\\d+(?:\\.\\d+)?Y)?(?:\\d+(?:\\.\\d+)?M)?(?:\\d+(?:\\.\\d+)?W)?(?:\\d+(?:\\.\\d+)?D)?(?:T(?:\\d+(?:\\.\\d+)?H)?(?:\\d+(?:\\.\\d+)?M)?(?:\\d+(?:\\.\\d+)?S)?)?\\/([\\+-]?\\d{4}(?!\\d{2}\\b))((-?)((0[1-9]|1[0-2])(\\4([12]\\d|0[1-9]|3[01]))?|W([0-4]\\d|5[0-2])(-?[1-7])?|(00[1-9]|0[1-9]\\d|[12]\\d{2}|3([0-5]\\d|6[1-6])))([T\\s]((([01]\\d|2[0-3])((:?)[0-5]\\d)?|24\\:?00)([\\.,]\\d+(?!:))?)?(\\18[0-5]\\d([\\.,]\\d+)?)?([zZ]|([\\+-])([01]\\d|2[0-3]):?([0-5]\\d)?)?)?)?$"
+        },
+        {
+          "type": "null"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "isPartOf": {
+      "title": "Collection",
+      "description": "The collection of which the dataset is a subset",
+      "anyOf": [
+        {
+          "type": "string",
+          "minLength": 1
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "theme": {
+      "title": "Category",
+      "description": "Main thematic category of the dataset.",
+      "anyOf": [
+        {
+          "type": "array",
+          "items": {
+            "type": "string",
+            "minLength": 1
+          },
+          "minItems": 1,
+          "uniqueItems": true
+        },
+        {
+          "type": "null"
+        },
+        {
+          "type": "string",
+          "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+        }
+      ]
+    },
+    "title": {
+      "title": "Title",
+      "description": "Human-readable name of the asset. Should be in plain English and include sufficient detail to facilitate search and discovery.",
+      "type": "string",
+      "minLength": 1
+    }
+  },
+  "$id": "https://project-open-data.cio.gov/v1.1/schema/dataset.json#",
+  "$defs": {
+    "vcard": {
+      "$schema": "https://json-schema.org/draft/2020-12/schema",
+      "title": "Project Open Data ContactPoint vCard",
+      "description": "A Dataset ContactPoint as a vCard object",
+      "type": "object",
+      "required": ["fn", "hasEmail"],
+      "properties": {
+        "@type": {
+          "title": "Metadata Context",
+          "description": "IRI for the JSON-LD data type. This should be vcard:Contact for contactPoint",
+          "const": "vcard:Contact"
+        },
+        "fn": {
+          "title": "Contact Name",
+          "description": "A full formatted name, eg Firstname Lastname",
+          "type": "string",
+          "minLength": 1
+        },
+        "hasEmail": {
+          "title": "Email",
+          "description": "Email address for the contact",
+          "anyOf": [
+            {
+              "pattern": "^mailto:[\\w\\_\\~\\!\\$\\&\\'\\(\\)\\*\\+\\,\\;\\=\\:.-]+@[\\w.-]+\\.[\\w.-]+?$",
+              "type": "string"
+            },
+            {
+              "type": "string",
+              "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+            }
+          ]
+        }
+      },
+      "$id": "https://project-open-data.cio.gov/v1.1/schema/vcard.json#"
+    },
+    "distribution": {
+      "$schema": "https://json-schema.org/draft/2020-12/schema",
+      "title": "Project Open Data Distribution",
+      "description": "Validates an entire collection of common core metadata JSON objects. Agencies produce said collections in the form of Data.json files.",
+      "type": "object",
+      "properties": {
+        "@type": {
+          "title": "Metadata Context",
+          "description": "IRI for the JSON-LD data type. This should be dcat:Distribution for each Distribution",
+          "const": "dcat:Distribution"
+        },
+        "downloadURL": {
+          "title": "Download URL",
+          "description": "URL providing direct access to a downloadable file of a dataset",
+          "anyOf": [
+            {
+              "type": "string",
+              "format": "uri"
+            },
+            {
+              "type": "string",
+              "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+            }
+          ]
+        },
+        "mediaType": {
+          "title": "Media Type",
+          "description": "The machine-readable file format (IANA Media Type or MIME Type) of the distribution’s downloadURL",
+          "anyOf": [
+            {
+              "pattern": "^[-\\w]+/[-\\w]+(\\.[-\\w]+)*([+][-\\w]+)?$",
+              "type": "string"
+            },
+            {
+              "type": "null"
+            },
+            {
+              "type": "string",
+              "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+            }
+          ]
+        },
+        "format": {
+          "title": "Format",
+          "description": "A human-readable description of the file format of a distribution",
+          "anyOf": [
+            {
+              "type": "string",
+              "minLength": 1
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "accessURL": {
+          "title": "Access URL",
+          "description": "URL providing indirect access to a dataset",
+          "anyOf": [
+            {
+              "type": "string",
+              "format": "uri"
+            },
+            {
+              "type": "null"
+            },
+            {
+              "type": "string",
+              "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+            }
+          ]
+        },
+        "description": {
+          "title": "Description",
+          "description": "Human-readable description of the distribution",
+          "anyOf": [
+            {
+              "type": "string",
+              "minLength": 1
+            },
+            {
+              "type": "null"
+            },
+            {
+              "type": "string",
+              "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+            }
+          ]
+        },
+        "title": {
+          "title": "Title",
+          "description": "Human-readable name of the distribution",
+          "anyOf": [
+            {
+              "type": "string",
+              "minLength": 1
+            },
+            {
+              "type": "null"
+            },
+            {
+              "type": "string",
+              "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+            }
+          ]
+        },
+        "conformsTo": {
+          "title": "Data Standard",
+          "description": "URL providing indirect access to a dataset",
+          "anyOf": [
+            {
+              "type": "string",
+              "format": "uri"
+            },
+            {
+              "type": "null"
+            },
+            {
+              "type": "string",
+              "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+            }
+          ]
+        },
+        "describedBy": {
+          "title": "Data Dictionary",
+          "description": "URL to the data dictionary for the distribution found at the downloadURL",
+          "anyOf": [
+            {
+              "type": "string",
+              "format": "uri"
+            },
+            {
+              "type": "null"
+            },
+            {
+              "type": "string",
+              "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+            }
+          ]
+        },
+        "describedByType": {
+          "title": "Data Dictionary Type",
+          "description": "The machine-readable file format (IANA Media Type or MIME Type) of the distribution’s describedBy URL",
+          "anyOf": [
+            {
+              "pattern": "^[-\\w]+/[-\\w]+(\\.[-\\w]+)*([+][-\\w]+)?$",
+              "type": "string"
+            },
+            {
+              "type": "null"
+            },
+            {
+              "type": "string",
+              "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+            }
+          ]
+        }
+      },
+      "$id": "https://project-open-data.cio.gov/v1.1/schema/distribution.json#",
+      "dependentSchemas": {
+        "downloadURL": {
+          "properties": {
+            "mediaType": {
+              "anyOf": [
+                {
+                  "type": "string",
+                  "pattern": "^[-\\w]+/[-\\w]+(\\.[-\\w]+)*([+][-\\w]+)?$"
+                },
+                {
+                  "type": "string",
+                  "pattern": "^(\\[\\[REDACTED).*?(\\]\\])$"
+                }
+              ]
+            }
+          },
+          "required": ["mediaType"]
+        }
+      }
+    },
+    "organization": {
+      "$schema": "https://json-schema.org/draft/2020-12/schema",
+      "title": "Project Open Data Organization",
+      "description": "A Dataset Publisher Organization as a foaf:Agent object",
+      "type": "object",
+      "required": ["name"],
+      "properties": {
+        "@type": {
+          "title": "Metadata Context",
+          "description": "IRI for the JSON-LD data type. This should be org:Organization for each publisher",
+          "const": "org:Organization"
+        },
+        "name": {
+          "title": "Publisher Name",
+          "description": "A full formatted name, eg Firstname Lastname",
+          "type": "string",
+          "minLength": 1
+        },
+        "subOrganizationOf": {
+          "title": "Parent Organization",
+          "$ref": "#"
+        }
+      },
+      "$id": "https://project-open-data.cio.gov/v1.1/schema/organization.json#"
+    }
+  }
+}
diff --git a/datagovharvester/__init__.py b/datagovharvester/__init__.py
deleted file mode 100644
index a68927d6..00000000
--- a/datagovharvester/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-__version__ = "0.1.0"
\ No newline at end of file
diff --git a/datagovharvester/example.py b/datagovharvester/example.py
deleted file mode 100644
index fbcff967..00000000
--- a/datagovharvester/example.py
+++ /dev/null
@@ -1,17 +0,0 @@
-#!/usr/bin/env python3
-
-"""
-Example module for datagov harvesting
-"""
-
-def hello(name):
-    return "Hello " + name + "!"
-
-def main():
-    name = input("Please input your name: ")
-    output = hello(name)
-    
-    print(output)
-
-if __name__ == "__main__":
-    main()
diff --git a/tests/__init__.py b/datagovharvester/utils/__init__.py
similarity index 100%
rename from tests/__init__.py
rename to datagovharvester/utils/__init__.py
diff --git a/datagovharvester/utils/json_utilities.py b/datagovharvester/utils/json_utilities.py
new file mode 100644
index 00000000..945d7d31
--- /dev/null
+++ b/datagovharvester/utils/json_utilities.py
@@ -0,0 +1,6 @@
+import json
+
+
+def open_json(file_path):
+    with open(file_path) as fp:
+        return json.load(fp)
diff --git a/datagovharvester/validate/__init__.py b/datagovharvester/validate/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/datagovharvester/validate/dcat_us.py b/datagovharvester/validate/dcat_us.py
new file mode 100644
index 00000000..4bd98ae7
--- /dev/null
+++ b/datagovharvester/validate/dcat_us.py
@@ -0,0 +1,31 @@
+from jsonschema.exceptions import ValidationError
+from jsonschema import Draft202012Validator
+
+
+def parse_errors(errors):
+    error_message = ""
+
+    for error in errors:
+        error_message += (
+            f"error: {error.message}. offending element: {error.json_path} \n"
+        )
+
+    return error_message
+
+
+def validate_json_schema(json_data, dataset_schema):
+    success = None
+    error_message = ""
+
+    validator = Draft202012Validator(dataset_schema)
+
+    try:
+        validator.validate(json_data)
+        success = True
+        error_message = "no errors"
+    except ValidationError:
+        success = False
+        errors = validator.iter_errors(json_data)
+        error_message = parse_errors(errors)
+
+    return success, error_message
diff --git a/poetry.lock b/poetry.lock
index ba5232c7..1d8c6a8e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,5 +1,24 @@
 # This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
 
+[[package]]
+name = "attrs"
+version = "23.1.0"
+description = "Classes Without Boilerplate"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
+    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+]
+
+[package.extras]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[docs,tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -106,6 +125,26 @@ files = [
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
+[[package]]
+name = "jsonschema"
+version = "4.17.3"
+description = "An implementation of JSON Schema validation for Python"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jsonschema-4.17.3-py3-none-any.whl", hash = "sha256:a870ad254da1a8ca84b6a2905cac29d265f805acc57af304784962a2aa6508f6"},
+    {file = "jsonschema-4.17.3.tar.gz", hash = "sha256:0f864437ab8b6076ba6707453ef8f98a6a0d512a80e93f8abdb676f737ecb60d"},
+]
+
+[package.dependencies]
+attrs = ">=17.4.0"
+pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+
 [[package]]
 name = "packaging"
 version = "23.1"
@@ -134,6 +173,43 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
+name = "pyrsistent"
+version = "0.19.3"
+description = "Persistent/Functional/Immutable data structures"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pyrsistent-0.19.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:20460ac0ea439a3e79caa1dbd560344b64ed75e85d8703943e0b66c2a6150e4a"},
+    {file = "pyrsistent-0.19.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4c18264cb84b5e68e7085a43723f9e4c1fd1d935ab240ce02c0324a8e01ccb64"},
+    {file = "pyrsistent-0.19.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4b774f9288dda8d425adb6544e5903f1fb6c273ab3128a355c6b972b7df39dcf"},
+    {file = "pyrsistent-0.19.3-cp310-cp310-win32.whl", hash = "sha256:5a474fb80f5e0d6c9394d8db0fc19e90fa540b82ee52dba7d246a7791712f74a"},
+    {file = "pyrsistent-0.19.3-cp310-cp310-win_amd64.whl", hash = "sha256:49c32f216c17148695ca0e02a5c521e28a4ee6c5089f97e34fe24163113722da"},
+    {file = "pyrsistent-0.19.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:f0774bf48631f3a20471dd7c5989657b639fd2d285b861237ea9e82c36a415a9"},
+    {file = "pyrsistent-0.19.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3ab2204234c0ecd8b9368dbd6a53e83c3d4f3cab10ecaf6d0e772f456c442393"},
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+    {file = "pyrsistent-0.19.3-cp39-cp39-win_amd64.whl", hash = "sha256:878433581fc23e906d947a6814336eee031a00e6defba224234169ae3d3d6a98"},
+    {file = "pyrsistent-0.19.3-py3-none-any.whl", hash = "sha256:ccf0d6bd208f8111179f0c26fdf84ed7c3891982f2edaeae7422575f47e66b64"},
+    {file = "pyrsistent-0.19.3.tar.gz", hash = "sha256:1a2994773706bbb4995c31a97bc94f1418314923bd1048c6d964837040376440"},
+]
+
 [[package]]
 name = "pytest"
 version = "7.3.0"
@@ -218,4 +294,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "66257353efbb4286d2e3becdff369d65c48a26de9569866ff6bad48711cfcbcb"
+content-hash = "827b9e3c374c2c8ce3b874c2252f385569f1c65e48eb56dbe2caf111b83fff46"
diff --git a/pyproject.toml b/pyproject.toml
index 113f6c56..70ac766c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,6 +8,7 @@ packages = [{include = "datagovharvester"}]
 
 [tool.poetry.dependencies]
 python = "^3.9"
+jsonschema = "^4.17.3"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.3.0"
diff --git a/tests/test_demo.py b/tests/test_demo.py
deleted file mode 100644
index fcc675f0..00000000
--- a/tests/test_demo.py
+++ /dev/null
@@ -1,8 +0,0 @@
-from datagovharvester import __version__
-from datagovharvester.example import hello
-
-def test_version():
-    assert __version__ == "0.1.0"
-
-def test_hello():
-    assert hello('name') == "Hello name!"
\ No newline at end of file
diff --git a/tests/validate/dcatus/__init__.py b/tests/validate/dcatus/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/tests/validate/dcatus/conftest.py b/tests/validate/dcatus/conftest.py
new file mode 100644
index 00000000..3bafe568
--- /dev/null
+++ b/tests/validate/dcatus/conftest.py
@@ -0,0 +1,111 @@
+import pytest
+from pathlib import Path
+from datagovharvester.utils.json_utilities import open_json
+
+BASE_DIR = Path(__file__).parents[3]
+DATA_DIR = BASE_DIR / "data" / "dcatus"
+SCHEMA_DIR = DATA_DIR / "schemas"
+JSON_DIR = DATA_DIR / "jsons"
+
+
+@pytest.fixture
+def open_dataset_schema():
+    dataset_schema = SCHEMA_DIR / "dataset.json"
+    return open_json(dataset_schema)
+
+
+@pytest.fixture
+def open_catalog_schema():
+    catalog_schema = SCHEMA_DIR / "catalog.json"
+    return open_json(catalog_schema)
+
+
+# invalid
+@pytest.fixture
+def open_numerical_title_json():
+    json_file = JSON_DIR / "numerical-title.data.json"
+    return open_json(json_file)
+
+
+# valid
+@pytest.fixture
+def open_collection_1_parent_2_children_json():
+    json_file = JSON_DIR / "collection-1-parent-2-children.data.json"
+    return open_json(json_file)
+
+
+# invalid
+@pytest.fixture
+def open_missing_catalog_json():
+    json_file = JSON_DIR / "missing-catalog.data.json"
+    return open_json(json_file)
+
+
+# invalid
+@pytest.fixture
+def open_ny_json():
+    json_file = JSON_DIR / "ny.data.json"
+    return open_json(json_file)
+
+
+# invalid
+@pytest.fixture
+def open_missing_identifier_title_json():
+    json_file = JSON_DIR / "missing-identifier-title.data.json"
+    return open_json(json_file)
+
+
+# invalid
+@pytest.fixture
+def open_missing_dataset_fields_json():
+    json_file = JSON_DIR / "missing-dataset-fields.data.json"
+    return open_json(json_file)
+
+
+# valid
+@pytest.fixture
+def open_usda_gov_json():
+    json_file = JSON_DIR / "usda.gov.data.json"
+    return open_json(json_file)
+
+
+# valid
+@pytest.fixture
+def open_arm_json():
+    json_file = JSON_DIR / "arm.data.json"
+    return open_json(json_file)
+
+
+# valid
+@pytest.fixture
+def open_large_spatial_json():
+    json_file = JSON_DIR / "large-spatial.data.json"
+    return open_json(json_file)
+
+
+# valid
+@pytest.fixture
+def open_reserved_title_json():
+    json_file = JSON_DIR / "reserved-title.data.json"
+    return open_json(json_file)
+
+
+# valid
+@pytest.fixture
+def open_collection_2_parent_4_children_json():
+    json_file = JSON_DIR / "collection-2-parent-4-children.data.json"
+    return open_json(json_file)
+
+
+# valid
+@pytest.fixture
+def open_geospatial_json():
+    json_file = JSON_DIR / "geospatial.data.json"
+    return open_json(json_file)
+
+
+# valid
+@pytest.fixture
+def open_null_spatial_json():
+    json_file = JSON_DIR / "null-spatial.data.json"
+    return open_json(json_file)
diff --git a/tests/validate/dcatus/test_dcat_us.py b/tests/validate/dcatus/test_dcat_us.py
new file mode 100644
index 00000000..f41029eb
--- /dev/null
+++ b/tests/validate/dcatus/test_dcat_us.py
@@ -0,0 +1,103 @@
+from datagovharvester.validate.dcat_us import validate_json_schema
+
+
+def test_numerical_title(open_catalog_schema, open_numerical_title_json):
+    dataset_schema = open_catalog_schema
+    json_data = open_numerical_title_json
+
+    result = validate_json_schema(json_data, dataset_schema)
+    assert result[0] is False
+
+
+def test_collection_1_parent_2_children(
+    open_catalog_schema, open_collection_1_parent_2_children_json
+):
+    dataset_schema = open_catalog_schema
+    json_data = open_collection_1_parent_2_children_json
+
+    result = validate_json_schema(json_data, dataset_schema)
+    assert result[0] is True
+
+
+def test_missing_catalog(open_catalog_schema, open_missing_catalog_json):
+    dataset_schema = open_catalog_schema
+    json_data = open_missing_catalog_json
+
+    result = validate_json_schema(json_data, dataset_schema)
+    assert result[0] is False
+
+
+def test_ny(open_catalog_schema, open_ny_json):
+    dataset_schema = open_catalog_schema
+    json_data = open_ny_json
+
+    result = validate_json_schema(json_data, dataset_schema)
+    assert result[0] is False
+
+
+def test_missing_identifier_title(
+    open_catalog_schema, open_missing_identifier_title_json
+):
+    dataset_schema = open_catalog_schema
+    json_data = open_missing_identifier_title_json
+
+    result = validate_json_schema(json_data, dataset_schema)
+    assert result[0] is False
+
+
+def test_usda_gov(open_catalog_schema, open_usda_gov_json):
+    dataset_schema = open_catalog_schema
+    json_data = open_usda_gov_json
+
+    result = validate_json_schema(json_data, dataset_schema)
+    assert result[0] is True
+
+
+def test_arm(open_catalog_schema, open_arm_json):
+    dataset_schema = open_catalog_schema
+    json_data = open_arm_json
+
+    result = validate_json_schema(json_data, dataset_schema)
+    assert result[0] is True
+
+
+def test_large_spatial(open_catalog_schema, open_large_spatial_json):
+    dataset_schema = open_catalog_schema
+    json_data = open_large_spatial_json
+
+    result = validate_json_schema(json_data, dataset_schema)
+    assert result[0] is True
+
+
+def test_reserved_title(open_catalog_schema, open_reserved_title_json):
+    dataset_schema = open_catalog_schema
+    json_data = open_reserved_title_json
+
+    result = validate_json_schema(json_data, dataset_schema)
+    assert result[0] is True
+
+
+def test_collection_2_parent_4_children(
+    open_catalog_schema, open_collection_2_parent_4_children_json
+):
+    dataset_schema = open_catalog_schema
+    json_data = open_collection_2_parent_4_children_json
+
+    result = validate_json_schema(json_data, dataset_schema)
+    assert result[0] is True
+
+
+def test_geospatial(open_catalog_schema, open_geospatial_json):
+    dataset_schema = open_catalog_schema
+    json_data = open_geospatial_json
+
+    result = validate_json_schema(json_data, dataset_schema)
+    assert result[0] is True
+
+
+def test_null_spatial(open_catalog_schema, open_null_spatial_json):
+    dataset_schema = open_catalog_schema
+    json_data = open_null_spatial_json
+
+    result = validate_json_schema(json_data, dataset_schema)
+    assert result[0] is True