My commit

Data Processing Code.ipynb

@@ -1 +1 @@
-{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"mount_file_id":"116rnwsnHWut8LLR4zNihd2p3Md5350xj","authorship_tag":"ABX9TyONmx1K/XKi7Wd8yyIElmmd"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"code","source":["import json\n","import csv\n","\n","# Load JSON objects as dictionary\n","df = json.load(open('drive/MyDrive/Colab_Notebooks/123/education.json'))\n","df_black = json.load(open('drive/MyDrive/Colab_Notebooks/123/education_black.json'))\n","\n","# Order the datasets by area_name and year collected\n","df = sorted(df, key=lambda x: (x['area_name'], x['year'], x['variable']))\n","df_black = sorted(df_black, key=lambda x: (x['area_name'], x['year']))\n","\n","# Clean the education dataset\n","df = [entry for entry in df if \"25\" in entry['variable'] and\n","      \"Native\" not in entry['variable'] and\n","      \"Black\" not in entry['variable'] and\n","      \"White\" not in entry['variable']]\n","\n","# Rename the variable in both datasets for matching convenience\n","for entry in df:\n","    variable = entry['variable']\n","    if 'College Graduates' in variable:\n","        entry['variable'] = 'College Graduates'\n","    elif 'High School Graduates' in variable:\n","        entry['variable'] = 'High School Graduates'\n","    elif 'Elementary School Education or Less' in variable:\n","        entry['variable'] = 'Elementary School Education'\n","    elif 'Less Than 5 Years of Elementary School' in variable:\n","        entry['variable'] = 'Less Than 5 Years of Elementary School'\n","\n","for entry in df_black:\n","    variable = entry['variable']\n","    if 'College' in variable:\n","        entry['variable'] = 'College Graduates'\n","    elif 'High School Graduate' in variable:\n","        entry['variable'] = 'High School Graduates'\n","    elif 'Less than High School' in variable:\n","        entry['variable'] = 'Elementary School Education'\n","\n","# Re-structure the datasets\n","transformed_df = {}\n","for entry in df:\n","    area_name = entry['area_name']\n","    area_type = entry['area_type']\n","    year = entry['year']\n","    variable = entry['variable']\n","    value = entry['value']\n","\n","    if area_name not in transformed_df:\n","        transformed_df[area_name] = {\n","            \"area_type\": area_type,\n","            \"years\": {}\n","        }\n","\n","    if year not in transformed_df[area_name][\"years\"]:\n","        transformed_df[area_name][\"years\"][year] = []\n","\n","    transformed_df[area_name][\"years\"][year].append({\n","        \"variable\": variable,\n","        \"value\": value\n","    })\n","\n","transformed_df_black = {}\n","for entry in df_black:\n","    area_name = entry['area_name']\n","    area_type = entry['area_type']\n","    year = entry['year']\n","    variable = entry['variable']\n","    value = entry['value']\n","\n","    if area_name not in transformed_df_black:\n","        transformed_df_black[area_name] = {\n","            \"area_type\": area_type,\n","            \"years\": {}\n","        }\n","\n","    if year not in transformed_df_black[area_name][\"years\"]:\n","        transformed_df_black[area_name][\"years\"][year] = []\n","\n","    transformed_df_black[area_name][\"years\"][year].append({\n","        \"variable\": variable,\n","        \"value_black\": value\n","    })\n","\n","# Combine the datasets\n","result = {}\n","for area_name, area_data in transformed_df.items():\n","    if area_name in transformed_df_black:\n","        result[area_name] = {'area_type': area_data['area_type'], 'years': {}}\n","        for year, year_data in area_data['years'].items():\n","            if year in transformed_df_black[area_name]['years']:\n","                result[area_name]['years'][year] = year_data\n","\n","for area_name, area_data in result.items():\n","    for year, year_data in area_data['years'].items():\n","        for entry in year_data:\n","            variable = entry['variable']\n","            black_year_data = transformed_df_black.get(area_name, {}).get('years', {}).get(year, [])\n","            black_entry = next((e for e in black_year_data if e['variable'] == variable), None)\n","            if black_entry:\n","                entry['value_black'] = black_entry['value_black']\n","            else:\n","                entry['value_black'] = None\n","\n","# Flatten the data and write to CSV\n","csv_data = []\n","for area_name, area_data in result.items():\n","    area_type = area_data['area_type']\n","    for year, year_data in area_data['years'].items():\n","        for entry in year_data:\n","            csv_data.append({\n","                'area_name': area_name,\n","                'area_type': area_type,\n","                'year': year,\n","                'variable': entry['variable'],\n","                'value': entry['value'],\n","                'value_black': entry['value_black']\n","            })\n","\n","file_path = '/content/drive/MyDrive/Colab_Notebooks/Previous/NC_Education_Final.csv'\n","with open(file_path, 'w', newline='') as csv_file:\n","    fieldnames = ['area_name', 'area_type', 'year', 'variable', 'value', 'value_black']\n","    writer = csv.DictWriter(csv_file, fieldnames=fieldnames)\n","\n","    writer.writeheader()\n","    writer.writerows(csv_data)"],"metadata":{"id":"77MbG27tJ1-r","executionInfo":{"status":"ok","timestamp":1710725001227,"user_tz":240,"elapsed":1453,"user":{"displayName":"Yangxuan Xu","userId":"16693520489565507742"}}},"execution_count":9,"outputs":[]}]}
+{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"mount_file_id":"116rnwsnHWut8LLR4zNihd2p3Md5350xj","authorship_tag":"ABX9TyNyFYZAvfkC54+IMXwC7UJe"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"code","source":["import json\n","import csv\n","\n","# Load JSON objects as dictionary\n","df = json.load(open('drive/MyDrive/Colab_Notebooks/123/education.json'))\n","df_black = json.load(open('drive/MyDrive/Colab_Notebooks/123/education_black.json'))\n","\n","# Order the datasets by area_name and year collected\n","df = sorted(df, key=lambda x: (x['area_name'], x['year'], x['variable']))\n","df_black = sorted(df_black, key=lambda x: (x['area_name'], x['year']))\n","\n","# Clean the education dataset\n","df = [entry for entry in df if \"25\" in entry['variable'] and\n","      \"Native\" not in entry['variable'] and\n","      \"Black\" not in entry['variable'] and\n","      \"White\" not in entry['variable']]\n","\n","# Rename the variable in both datasets for matching convenience\n","for entry in df:\n","    variable = entry['variable']\n","    if 'College Graduates' in variable:\n","        entry['variable'] = 'College Graduates'\n","    elif 'High School Graduates' in variable:\n","        entry['variable'] = 'High School Graduates'\n","    elif 'Elementary School Education or Less' in variable:\n","        entry['variable'] = 'Elementary School Education'\n","    elif 'Less Than 5 Years of Elementary School' in variable:\n","        entry['variable'] = 'Less Than 5 Years of Elementary School'\n","\n","for entry in df_black:\n","    variable = entry['variable']\n","    if 'College' in variable:\n","        entry['variable'] = 'College Graduates'\n","    elif 'High School Graduate' in variable:\n","        entry['variable'] = 'High School Graduates'\n","    elif 'Less than High School' in variable:\n","        entry['variable'] = 'Elementary School Education'\n","\n","# Re-structure the datasets\n","transformed_df = {}\n","for entry in df:\n","    area_name = entry['area_name']\n","    area_type = entry['area_type']\n","    year = entry['year']\n","    variable = entry['variable']\n","    value = entry['value']\n","\n","    if area_name not in transformed_df:\n","        transformed_df[area_name] = {\n","            \"area_type\": area_type,\n","            \"years\": {}\n","        }\n","\n","    if year not in transformed_df[area_name][\"years\"]:\n","        transformed_df[area_name][\"years\"][year] = []\n","\n","    transformed_df[area_name][\"years\"][year].append({\n","        \"variable\": variable,\n","        \"value\": value\n","    })\n","\n","transformed_df_black = {}\n","for entry in df_black:\n","    area_name = entry['area_name']\n","    area_type = entry['area_type']\n","    year = entry['year']\n","    variable = entry['variable']\n","    value = entry['value']\n","\n","    if area_name not in transformed_df_black:\n","        transformed_df_black[area_name] = {\n","            \"area_type\": area_type,\n","            \"years\": {}\n","        }\n","\n","    if year not in transformed_df_black[area_name][\"years\"]:\n","        transformed_df_black[area_name][\"years\"][year] = []\n","\n","    transformed_df_black[area_name][\"years\"][year].append({\n","        \"variable\": variable,\n","        \"value_black\": value\n","    })\n","\n","# Combine the datasets\n","result = {}\n","for area_name, area_data in transformed_df.items():\n","    if area_name in transformed_df_black:\n","        result[area_name] = {'area_type': area_data['area_type'], 'years': {}}\n","        for year, year_data in area_data['years'].items():\n","            if year in transformed_df_black[area_name]['years']:\n","                result[area_name]['years'][year] = year_data\n","\n","for area_name, area_data in result.items():\n","    for year, year_data in area_data['years'].items():\n","        for entry in year_data:\n","            variable = entry['variable']\n","            black_year_data = transformed_df_black.get(area_name, {}).get('years', {}).get(year, [])\n","            black_entry = next((e for e in black_year_data if e['variable'] == variable), None)\n","            if black_entry:\n","                entry['value_black'] = black_entry['value_black']\n","            else:\n","                entry['value_black'] = None\n","\n","# Flatten the data and write to CSV\n","csv_data = []\n","for area_name, area_data in result.items():\n","    area_type = area_data['area_type']\n","    for year, year_data in area_data['years'].items():\n","        for entry in year_data:\n","            csv_data.append({\n","                'area_name': area_name,\n","                'area_type': area_type,\n","                'year': year,\n","                'variable': entry['variable'],\n","                'value': entry['value'],\n","                'value_black': entry['value_black']\n","            })\n","\n","file_path = '/content/drive/MyDrive/Colab_Notebooks/NC_Education/NC_Education_Final.csv'\n","with open(file_path, 'w', newline='') as csv_file:\n","    fieldnames = ['area_name', 'area_type', 'year', 'variable', 'value', 'value_black']\n","    writer = csv.DictWriter(csv_file, fieldnames=fieldnames)\n","\n","    writer.writeheader()\n","    writer.writerows(csv_data)"],"metadata":{"id":"77MbG27tJ1-r"},"execution_count":null,"outputs":[]}]}

NC_Education_Final.csv

@@ -0,0 +1,1213 @@
+area_name,area_type,year,variable,value,value_black
+Alamance County,County,2010,College Graduates,20844,5242
+Alamance County,County,2010,Elementary School Education,7305,3744
+Alamance County,County,2010,High School Graduates,79149,6443
+Alamance County,County,2010,Less Than 5 Years of Elementary School,2040,
+Alamance County,County,2015,College Graduates,22391,6606
+Alamance County,County,2015,Elementary School Education,6601,3628
+Alamance County,County,2015,High School Graduates,29555,5985
+Alamance County,County,2015,Less Than 5 Years of Elementary School,2166,
+Alamance County,County,2020,College Graduates,28301,8046
+Alamance County,County,2020,Elementary School Education,5410,2586
+Alamance County,County,2020,High School Graduates,31196,8203
+Alamance County,County,2020,Less Than 5 Years of Elementary School,2405,
+Alexander County,County,2010,College Graduates,3003,353
+Alexander County,County,2010,Elementary School Education,2325,170
+Alexander County,County,2010,High School Graduates,19332,785
+Alexander County,County,2010,Less Than 5 Years of Elementary School,534,
+Alexander County,County,2015,College Graduates,3444,275
+Alexander County,County,2015,Elementary School Education,2061,434
+Alexander County,County,2015,High School Graduates,10309,768
+Alexander County,County,2015,Less Than 5 Years of Elementary School,616,
+Alexander County,County,2020,College Graduates,3826,419
+Alexander County,County,2020,Elementary School Education,1295,300
+Alexander County,County,2020,High School Graduates,10740,652
+Alexander County,County,2020,Less Than 5 Years of Elementary School,336,
+Alleghany County,County,2010,College Graduates,1301,6
+Alleghany County,County,2010,Elementary School Education,961,43
+Alleghany County,County,2010,High School Graduates,5755,16
+Alleghany County,County,2010,Less Than 5 Years of Elementary School,215,
+Alleghany County,County,2015,College Graduates,1393,110
+Alleghany County,County,2015,Elementary School Education,501,9
+Alleghany County,County,2015,High School Graduates,2702,13
+Alleghany County,County,2015,Less Than 5 Years of Elementary School,120,
+Alleghany County,County,2020,College Graduates,1768,9
+Alleghany County,County,2020,Elementary School Education,523,23
+Alleghany County,County,2020,High School Graduates,2367,60
+Alleghany County,County,2020,Less Than 5 Years of Elementary School,155,
+Anson County,County,2010,College Graduates,1550,1914
+Anson County,County,2010,Elementary School Education,860,2562
+Anson County,County,2010,High School Graduates,14291,3725
+Anson County,County,2010,Less Than 5 Years of Elementary School,332,
+Anson County,County,2015,College Graduates,1784,2256
+Anson County,County,2015,Elementary School Education,1032,2185
+Anson County,County,2015,High School Graduates,7556,3563
+Anson County,County,2015,Less Than 5 Years of Elementary School,271,
+Anson County,County,2020,College Graduates,1952,2169
+Anson County,County,2020,Elementary School Education,895,1444
+Anson County,County,2020,High School Graduates,6979,3438
+Anson County,County,2020,Less Than 5 Years of Elementary School,151,
+Ashe County,County,2010,College Graduates,3392,7
+Ashe County,County,2010,Elementary School Education,1876,0
+Ashe County,County,2010,High School Graduates,15167,0
+Ashe County,County,2010,Less Than 5 Years of Elementary School,380,
+Ashe County,County,2015,College Graduates,3796,25
+Ashe County,County,2015,Elementary School Education,1423,50
+Ashe County,County,2015,High School Graduates,6371,13
+Ashe County,County,2015,Less Than 5 Years of Elementary School,396,
+Ashe County,County,2020,College Graduates,4124,141
+Ashe County,County,2020,Elementary School Education,801,9
+Ashe County,County,2020,High School Graduates,6424,60
+Ashe County,County,2020,Less Than 5 Years of Elementary School,284,
+Avery County,County,2010,College Graduates,2653,156
+Avery County,County,2010,Elementary School Education,1007,135
+Avery County,County,2010,High School Graduates,10610,150
+Avery County,County,2010,Less Than 5 Years of Elementary School,168,
+Avery County,County,2015,College Graduates,2470,202
+Avery County,County,2015,Elementary School Education,971,117
+Avery County,County,2015,High School Graduates,3978,232
+Avery County,County,2015,Less Than 5 Years of Elementary School,308,
+Avery County,County,2020,College Graduates,3171,123
+Avery County,County,2020,Elementary School Education,677,183
+Avery County,County,2020,High School Graduates,4157,281
+Avery County,County,2020,Less Than 5 Years of Elementary School,234,
+Beaufort County,County,2010,College Graduates,6295,1745
+Beaufort County,County,2010,Elementary School Education,2042,2298
+Beaufort County,County,2010,High School Graduates,27059,3403
+Beaufort County,County,2010,Less Than 5 Years of Elementary School,604,
+Beaufort County,County,2015,College Graduates,5833,2088
+Beaufort County,County,2015,Elementary School Education,2040,1873
+Beaufort County,County,2015,High School Graduates,11186,3524
+Beaufort County,County,2015,Less Than 5 Years of Elementary School,544,
+Beaufort County,County,2020,College Graduates,7113,2838
+Beaufort County,County,2020,Elementary School Education,1677,1195
+Beaufort County,County,2020,High School Graduates,10989,3168
+Beaufort County,County,2020,Less Than 5 Years of Elementary School,790,
+Bertie County,County,2010,College Graduates,1474,1999
+Bertie County,County,2010,Elementary School Education,1415,2801
+Bertie County,County,2010,High School Graduates,10525,3189
+Bertie County,County,2010,Less Than 5 Years of Elementary School,575,
+Bertie County,County,2015,College Graduates,1477,1787
+Bertie County,County,2015,Elementary School Education,1442,2555
+Bertie County,County,2015,High School Graduates,5939,3673
+Bertie County,County,2015,Less Than 5 Years of Elementary School,383,
+Bertie County,County,2020,College Graduates,2074,2182
+Bertie County,County,2020,Elementary School Education,885,1871
+Bertie County,County,2020,High School Graduates,5243,2910
+Bertie County,County,2020,Less Than 5 Years of Elementary School,328,
+Bladen County,County,2010,College Graduates,2284,2450
+Bladen County,County,2010,Elementary School Education,2434,2085
+Bladen County,County,2010,High School Graduates,17300,2863
+Bladen County,County,2010,Less Than 5 Years of Elementary School,587,
+Bladen County,County,2015,College Graduates,3301,2355
+Bladen County,County,2015,Elementary School Education,1897,2086
+Bladen County,County,2015,High School Graduates,7963,2781
+Bladen County,County,2015,Less Than 5 Years of Elementary School,694,
+Bladen County,County,2020,College Graduates,4344,2581
+Bladen County,County,2020,Elementary School Education,1150,1447
+Bladen County,County,2020,High School Graduates,7386,2214
+Bladen County,County,2020,Less Than 5 Years of Elementary School,458,
+Brunswick County,County,2010,College Graduates,17808,2267
+Brunswick County,County,2010,Elementary School Education,3441,1752
+Brunswick County,County,2010,High School Graduates,64436,3004
+Brunswick County,County,2010,Less Than 5 Years of Elementary School,1089,
+Brunswick County,County,2015,College Graduates,23163,2866
+Brunswick County,County,2015,Elementary School Education,3691,1269
+Brunswick County,County,2015,High School Graduates,24226,3640
+Brunswick County,County,2015,Less Than 5 Years of Elementary School,1258,
+Brunswick County,County,2020,College Graduates,32133,3178
+Brunswick County,County,2020,Elementary School Education,2377,1027
+Brunswick County,County,2020,High School Graduates,31683,2944
+Brunswick County,County,2020,Less Than 5 Years of Elementary School,635,
+Buncombe County,County,2010,College Graduates,51466,3336
+Buncombe County,County,2010,Elementary School Education,7562,1938
+Buncombe County,County,2010,High School Graduates,143606,3334
+Buncombe County,County,2010,Less Than 5 Years of Elementary School,2510,
+Buncombe County,County,2015,College Graduates,63747,3305
+Buncombe County,County,2015,Elementary School Education,6167,1858
+Buncombe County,County,2015,High School Graduates,43927,3628
+Buncombe County,County,2015,Less Than 5 Years of Elementary School,2648,
+Buncombe County,County,2020,College Graduates,79322,3696
+Buncombe County,County,2020,Elementary School Education,5753,1287
+Buncombe County,County,2020,High School Graduates,44368,3741
+Buncombe County,County,2020,Less Than 5 Years of Elementary School,2832,
+Burke County,County,2010,College Graduates,9326,1302
+Burke County,County,2010,Elementary School Education,5988,706
+Burke County,County,2010,High School Graduates,46364,1048
+Burke County,County,2010,Less Than 5 Years of Elementary School,1795,
+Burke County,County,2015,College Graduates,10794,1361
+Burke County,County,2015,Elementary School Education,5376,585
+Burke County,County,2015,High School Graduates,18704,1093
+Burke County,County,2015,Less Than 5 Years of Elementary School,2302,
+Burke County,County,2020,College Graduates,11037,1461
+Burke County,County,2020,Elementary School Education,4582,568
+Burke County,County,2020,High School Graduates,20944,1441
+Burke County,County,2020,Less Than 5 Years of Elementary School,2018,
+Cabarrus County,County,2010,College Graduates,25974,5077
+Cabarrus County,County,2010,Elementary School Education,5946,2331
+Cabarrus County,County,2010,High School Graduates,94045,4426
+Cabarrus County,County,2010,Less Than 5 Years of Elementary School,1483,
+Cabarrus County,County,2015,College Graduates,33517,6529
+Cabarrus County,County,2015,Elementary School Education,4574,2007
+Cabarrus County,County,2015,High School Graduates,34456,5092
+Cabarrus County,County,2015,Less Than 5 Years of Elementary School,1735,
+Cabarrus County,County,2020,College Graduates,47123,8379
+Cabarrus County,County,2020,Elementary School Education,4836,2367
+Cabarrus County,County,2020,High School Graduates,35721,8355
+Cabarrus County,County,2020,Less Than 5 Years of Elementary School,2387,
+Caldwell County,County,2010,College Graduates,7021,544
+Caldwell County,County,2010,Elementary School Education,4797,796
+Caldwell County,County,2010,High School Graduates,42507,1216
+Caldwell County,County,2010,Less Than 5 Years of Elementary School,1340,
+Caldwell County,County,2015,College Graduates,7881,677
+Caldwell County,County,2015,Elementary School Education,4465,569
+Caldwell County,County,2015,High School Graduates,18228,1039
+Caldwell County,County,2015,Less Than 5 Years of Elementary School,1113,
+Caldwell County,County,2020,College Graduates,9369,777
+Caldwell County,County,2020,Elementary School Education,3791,370
+Caldwell County,County,2020,High School Graduates,19653,754
+Caldwell County,County,2020,Less Than 5 Years of Elementary School,1251,
+Camden County,County,2010,College Graduates,1186,176
+Camden County,County,2010,Elementary School Education,281,284
+Camden County,County,2010,High School Graduates,5524,325
+Camden County,County,2010,Less Than 5 Years of Elementary School,77,
+Camden County,County,2015,College Graduates,1531,359
+Camden County,County,2015,Elementary School Education,174,209
+Camden County,County,2015,High School Graduates,1588,202
+Camden County,County,2015,Less Than 5 Years of Elementary School,39,
+Camden County,County,2020,College Graduates,1524,89
+Camden County,County,2020,Elementary School Education,596,102
+Camden County,County,2020,High School Graduates,2467,316
+Camden County,County,2020,Less Than 5 Years of Elementary School,255,
+Carteret County,County,2010,College Graduates,11399,951
+Carteret County,County,2010,Elementary School Education,2035,398
+Carteret County,County,2010,High School Graduates,41940,1115
+Carteret County,County,2010,Less Than 5 Years of Elementary School,354,
+Carteret County,County,2015,College Graduates,12858,906
+Carteret County,County,2015,Elementary School Education,1539,562
+Carteret County,County,2015,High School Graduates,14072,1084
+Carteret County,County,2015,Less Than 5 Years of Elementary School,464,
+Carteret County,County,2020,College Graduates,15036,858
+Carteret County,County,2020,Elementary School Education,1141,448
+Carteret County,County,2020,High School Graduates,13361,762
+Carteret County,County,2020,Less Than 5 Years of Elementary School,447,
+Caswell County,County,2010,College Graduates,1892,1424
+Caswell County,County,2010,Elementary School Education,1226,1638
+Caswell County,County,2010,High School Graduates,12818,2342
+Caswell County,County,2010,Less Than 5 Years of Elementary School,347,
+Caswell County,County,2015,College Graduates,1964,1508
+Caswell County,County,2015,Elementary School Education,1404,1645
+Caswell County,County,2015,High School Graduates,5968,2034
+Caswell County,County,2015,Less Than 5 Years of Elementary School,396,
+Caswell County,County,2020,College Graduates,2609,1588
+Caswell County,County,2020,Elementary School Education,1024,1022
+Caswell County,County,2020,High School Graduates,5569,2162
+Caswell County,County,2020,Less Than 5 Years of Elementary School,381,
+Catawba County,County,2010,College Graduates,20079,2284
+Catawba County,County,2010,Elementary School Education,6612,2112
+Catawba County,County,2010,High School Graduates,84300,2912
+Catawba County,County,2010,Less Than 5 Years of Elementary School,1552,
+Catawba County,County,2015,College Graduates,22976,2646
+Catawba County,County,2015,Elementary School Education,6353,1962
+Catawba County,County,2015,High School Graduates,32029,3316
+Catawba County,County,2015,Less Than 5 Years of Elementary School,2377,
+Catawba County,County,2020,College Graduates,25387,2552
+Catawba County,County,2020,Elementary School Education,5075,1643
+Catawba County,County,2020,High School Graduates,33264,3683
+Catawba County,County,2020,Less Than 5 Years of Elementary School,2105,
+Chatham County,County,2010,College Graduates,15460,1481
+Chatham County,County,2010,Elementary School Education,2830,1457
+Chatham County,County,2010,High School Graduates,36951,2304
+Chatham County,County,2010,Less Than 5 Years of Elementary School,810,
+Chatham County,County,2015,College Graduates,18155,1806
+Chatham County,County,2015,Elementary School Education,2685,1366
+Chatham County,County,2015,High School Graduates,11509,1982
+Chatham County,County,2015,Less Than 5 Years of Elementary School,839,
+Chatham County,County,2020,College Graduates,23516,1898
+Chatham County,County,2020,Elementary School Education,2522,1560
+Chatham County,County,2020,High School Graduates,10623,1757
+Chatham County,County,2020,Less Than 5 Years of Elementary School,975,
+Cherokee County,County,2010,College Graduates,3220,0
+Cherokee County,County,2010,Elementary School Education,1620,23
+Cherokee County,County,2010,High School Graduates,16560,104
+Cherokee County,County,2010,Less Than 5 Years of Elementary School,264,
+Cherokee County,County,2015,College Graduates,3802,102
+Cherokee County,County,2015,Elementary School Education,1389,142
+Cherokee County,County,2015,High School Graduates,6790,48
+Cherokee County,County,2015,Less Than 5 Years of Elementary School,348,
+Cherokee County,County,2020,College Graduates,4805,96
+Cherokee County,County,2020,Elementary School Education,766,74
+Cherokee County,County,2020,High School Graduates,7347,44
+Cherokee County,County,2020,Less Than 5 Years of Elementary School,271,
+Chowan County,County,2010,College Graduates,1575,811
+Chowan County,County,2010,Elementary School Education,907,918
+Chowan County,County,2010,High School Graduates,7764,1027
+Chowan County,County,2010,Less Than 5 Years of Elementary School,249,
+Chowan County,County,2015,College Graduates,2112,774
+Chowan County,County,2015,Elementary School Education,604,807
+Chowan County,County,2015,High School Graduates,3541,1280
+Chowan County,County,2015,Less Than 5 Years of Elementary School,187,
+Chowan County,County,2020,College Graduates,2307,1149
+Chowan County,County,2020,Elementary School Education,657,737
+Chowan County,County,2020,High School Graduates,3467,1443
+Chowan County,County,2020,Less Than 5 Years of Elementary School,98,
+Clay County,County,2010,College Graduates,1462,0
+Clay County,County,2010,Elementary School Education,612,14
+Clay County,County,2010,High School Graduates,6513,71
+Clay County,County,2010,Less Than 5 Years of Elementary School,90,
+Clay County,County,2015,College Graduates,1680,1
+Clay County,County,2015,Elementary School Education,342,26
+Clay County,County,2015,High School Graduates,2327,6
+Clay County,County,2015,Less Than 5 Years of Elementary School,148,
+Clay County,County,2020,College Graduates,2347,32
+Clay County,County,2020,Elementary School Education,285,25
+Clay County,County,2020,High School Graduates,2410,52
+Clay County,County,2020,Less Than 5 Years of Elementary School,58,
+Cleveland County,County,2010,College Graduates,10300,3602
+Cleveland County,County,2010,Elementary School Education,4733,3044
+Cleveland County,County,2010,High School Graduates,52218,4616
+Cleveland County,County,2010,Less Than 5 Years of Elementary School,1212,
+Cleveland County,County,2015,College Graduates,10563,3722
+Cleveland County,County,2015,Elementary School Education,4117,2400
+Cleveland County,County,2015,High School Graduates,22835,5511
+Cleveland County,County,2015,Less Than 5 Years of Elementary School,1409,
+Cleveland County,County,2020,College Graduates,13135,3976
+Cleveland County,County,2020,Elementary School Education,2869,2278
+Cleveland County,County,2020,High School Graduates,23078,5348
+Cleveland County,County,2020,Less Than 5 Years of Elementary School,1256,
+Columbus County,County,2010,College Graduates,4599,3174
+Columbus County,County,2010,Elementary School Education,2725,3299
+Columbus County,County,2010,High School Graduates,29711,3756
+Columbus County,County,2010,Less Than 5 Years of Elementary School,751,
+Columbus County,County,2015,College Graduates,4748,3884
+Columbus County,County,2015,Elementary School Education,2713,2700
+Columbus County,County,2015,High School Graduates,12486,4015
+Columbus County,County,2015,Less Than 5 Years of Elementary School,921,
+Columbus County,County,2020,College Graduates,5068,3436
+Columbus County,County,2020,Elementary School Education,2151,1925
+Columbus County,County,2020,High School Graduates,14794,4290
+Columbus County,County,2020,Less Than 5 Years of Elementary School,918,
+Craven County,County,2010,College Graduates,13680,4484
+Craven County,County,2010,Elementary School Education,2754,3080
+Craven County,County,2010,High School Graduates,56262,4928
+Craven County,County,2010,Less Than 5 Years of Elementary School,758,
+Craven County,County,2015,College Graduates,14965,4663
+Craven County,County,2015,Elementary School Education,2880,3298
+Craven County,County,2015,High School Graduates,18763,4490
+Craven County,County,2015,Less Than 5 Years of Elementary School,991,
+Craven County,County,2020,College Graduates,16899,5496
+Craven County,County,2020,Elementary School Education,2770,1987
+Craven County,County,2020,High School Graduates,17478,4703
+Craven County,County,2020,Less Than 5 Years of Elementary School,1307,
+Cumberland County,County,2010,College Graduates,40909,26176
+Cumberland County,County,2010,Elementary School Education,7204,7795
+Cumberland County,County,2010,High School Graduates,165345,18853
+Cumberland County,County,2010,Less Than 5 Years of Elementary School,2182,
+Cumberland County,County,2015,College Graduates,46486,30684
+Cumberland County,County,2015,Elementary School Education,6410,7652
+Cumberland County,County,2015,High School Graduates,51865,18832
+Cumberland County,County,2015,Less Than 5 Years of Elementary School,2906,
+Cumberland County,County,2020,College Graduates,53183,31674
+Cumberland County,County,2020,Elementary School Education,4983,6241
+Cumberland County,County,2020,High School Graduates,54809,22121
+Cumberland County,County,2020,Less Than 5 Years of Elementary School,2135,
+Currituck County,County,2010,College Graduates,2751,223
+Currituck County,County,2010,Elementary School Education,568,182
+Currituck County,County,2010,High School Graduates,13501,441
+Currituck County,County,2010,Less Than 5 Years of Elementary School,180,
+Currituck County,County,2015,College Graduates,3542,407
+Currituck County,County,2015,Elementary School Education,401,194
+Currituck County,County,2015,High School Graduates,5049,209
+Currituck County,County,2015,Less Than 5 Years of Elementary School,46,
+Currituck County,County,2020,College Graduates,4913,456
+Currituck County,County,2020,Elementary School Education,495,94
+Currituck County,County,2020,High School Graduates,6095,233
+Currituck County,County,2020,Less Than 5 Years of Elementary School,144,
+Dare County,County,2010,College Graduates,7918,168
+Dare County,County,2010,Elementary School Education,729,164
+Dare County,County,2010,High School Graduates,22632,286
+Dare County,County,2010,Less Than 5 Years of Elementary School,35,
+Dare County,County,2015,College Graduates,7563,151
+Dare County,County,2015,Elementary School Education,771,111
+Dare County,County,2015,High School Graduates,6292,245
+Dare County,County,2015,Less Than 5 Years of Elementary School,221,
+Dare County,County,2020,College Graduates,10558,395
+Dare County,County,2020,Elementary School Education,525,139
+Dare County,County,2020,High School Graduates,6035,131
+Dare County,County,2020,Less Than 5 Years of Elementary School,101,
+Davidson County,County,2010,College Graduates,17882,2602
+Davidson County,County,2010,Elementary School Education,7476,2307
+Davidson County,County,2010,High School Graduates,86805,3151
+Davidson County,County,2010,Less Than 5 Years of Elementary School,2156,
+Davidson County,County,2015,College Graduates,21196,2939
+Davidson County,County,2015,Elementary School Education,6980,1834
+Davidson County,County,2015,High School Graduates,37698,3470
+Davidson County,County,2015,Less Than 5 Years of Elementary School,2258,
+Davidson County,County,2020,College Graduates,22226,4339
+Davidson County,County,2020,Elementary School Education,5451,1765
+Davidson County,County,2020,High School Graduates,37647,3413
+Davidson County,County,2020,Less Than 5 Years of Elementary School,1755,
+Davie County,County,2010,College Graduates,6650,442
+Davie County,County,2010,Elementary School Education,1530,195
+Davie County,County,2010,High School Graduates,23777,657
+Davie County,County,2010,Less Than 5 Years of Elementary School,335,
+Davie County,County,2015,College Graduates,7134,439
+Davie County,County,2015,Elementary School Education,1226,387
+Davie County,County,2015,High School Graduates,9262,833
+Davie County,County,2015,Less Than 5 Years of Elementary School,422,
+Davie County,County,2020,College Graduates,7397,460
+Davie County,County,2020,Elementary School Education,1050,306
+Davie County,County,2020,High School Graduates,9805,700
+Davie County,County,2020,Less Than 5 Years of Elementary School,439,
+Duplin County,County,2010,College Graduates,3763,2611
+Duplin County,County,2010,Elementary School Education,5114,3264
+Duplin County,County,2010,High School Graduates,25967,3340
+Duplin County,County,2010,Less Than 5 Years of Elementary School,1795,
+Duplin County,County,2015,College Graduates,4223,3571
+Duplin County,County,2015,Elementary School Education,5527,2671
+Duplin County,County,2015,High School Graduates,11886,3345
+Duplin County,County,2015,Less Than 5 Years of Elementary School,2230,
+Duplin County,County,2020,College Graduates,5838,3037
+Duplin County,County,2020,Elementary School Education,3674,1528
+Duplin County,County,2020,High School Graduates,12628,2763
+Duplin County,County,2020,Less Than 5 Years of Elementary School,1591,
+Durham County,County,2010,College Graduates,74609,18075
+Durham County,County,2010,Elementary School Education,9119,9267
+Durham County,County,2010,High School Graduates,146000,14020
+Durham County,County,2010,Less Than 5 Years of Elementary School,3125,
+Durham County,County,2015,College Graduates,88719,22735
+Durham County,County,2015,Elementary School Education,11653,8985
+Durham County,County,2015,High School Graduates,33735,15441
+Durham County,County,2015,Less Than 5 Years of Elementary School,4508,
+Durham County,County,2020,College Graduates,108453,22244
+Durham County,County,2020,Elementary School Education,11409,7935
+Durham County,County,2020,High School Graduates,38845,18947
+Durham County,County,2020,Less Than 5 Years of Elementary School,5132,
+Edgecombe County,County,2010,College Graduates,3747,5291
+Edgecombe County,County,2010,Elementary School Education,3205,5289
+Edgecombe County,County,2010,High School Graduates,28372,8058
+Edgecombe County,County,2010,Less Than 5 Years of Elementary School,914,
+Edgecombe County,County,2015,College Graduates,3957,6124
+Edgecombe County,County,2015,Elementary School Education,3148,5181
+Edgecombe County,County,2015,High School Graduates,13312,7282
+Edgecombe County,County,2015,Less Than 5 Years of Elementary School,1119,
+Edgecombe County,County,2020,College Graduates,5879,5502
+Edgecombe County,County,2020,Elementary School Education,2257,2977
+Edgecombe County,County,2020,High School Graduates,13748,8203
+Edgecombe County,County,2020,Less Than 5 Years of Elementary School,660,
+Forsyth County,County,2010,College Graduates,70383,15804
+Forsyth County,County,2010,Elementary School Education,10986,7404
+Forsyth County,County,2010,High School Graduates,195815,18122
+Forsyth County,County,2010,Less Than 5 Years of Elementary School,3479,
+Forsyth County,County,2015,College Graduates,78674,20321
+Forsyth County,County,2015,Elementary School Education,12164,7569
+Forsyth County,County,2015,High School Graduates,61311,16965
+Forsyth County,County,2015,Less Than 5 Years of Elementary School,4350,
+Forsyth County,County,2020,College Graduates,86341,21735
+Forsyth County,County,2020,Elementary School Education,10795,7176
+Forsyth County,County,2020,High School Graduates,63898,20235
+Forsyth County,County,2020,Less Than 5 Years of Elementary School,4870,
+Franklin County,County,2010,College Graduates,5957,3048
+Franklin County,County,2010,Elementary School Education,2678,2490
+Franklin County,County,2010,High School Graduates,31431,3726
+Franklin County,County,2010,Less Than 5 Years of Elementary School,710,
+Franklin County,County,2015,College Graduates,8205,2956
+Franklin County,County,2015,Elementary School Education,2458,2689
+Franklin County,County,2015,High School Graduates,13259,3376
+Franklin County,County,2015,Less Than 5 Years of Elementary School,547,
+Franklin County,County,2020,College Graduates,10046,3667
+Franklin County,County,2020,Elementary School Education,2637,2262
+Franklin County,County,2020,High School Graduates,14137,3651
+Franklin County,County,2020,Less Than 5 Years of Elementary School,872,
+Gaston County,County,2010,College Graduates,24690,5811
+Gaston County,County,2010,Elementary School Education,11136,3615
+Gaston County,County,2010,High School Graduates,107877,6193
+Gaston County,County,2010,Less Than 5 Years of Elementary School,2738,
+Gaston County,County,2015,College Graduates,27142,7309
+Gaston County,County,2015,Elementary School Education,8604,3207
+Gaston County,County,2015,High School Graduates,42990,6554
+Gaston County,County,2015,Less Than 5 Years of Elementary School,2717,
+Gaston County,County,2020,College Graduates,33981,8682
+Gaston County,County,2020,Elementary School Education,6696,3363
+Gaston County,County,2020,High School Graduates,46846,8373
+Gaston County,County,2020,Less Than 5 Years of Elementary School,2336,
+Gates County,County,2010,College Graduates,859,707
+Gates County,County,2010,Elementary School Education,526,577
+Gates County,County,2010,High School Graduates,6757,1239
+Gates County,County,2010,Less Than 5 Years of Elementary School,87,
+Gates County,County,2015,College Graduates,1084,933
+Gates County,County,2015,Elementary School Education,378,598
+Gates County,County,2015,High School Graduates,3069,992
+Gates County,County,2015,Less Than 5 Years of Elementary School,106,
+Gates County,County,2020,College Graduates,1045,842
+Gates County,County,2020,Elementary School Education,332,341
+Gates County,County,2020,High School Graduates,3287,1082
+Gates County,County,2020,Less Than 5 Years of Elementary School,170,
+Graham County,County,2010,College Graduates,787,0
+Graham County,County,2010,Elementary School Education,501,0
+Graham County,County,2010,High School Graduates,4786,0
+Graham County,County,2010,Less Than 5 Years of Elementary School,147,
+Graham County,County,2015,College Graduates,863,36
+Graham County,County,2015,Elementary School Education,572,2
+Graham County,County,2015,High School Graduates,2100,1
+Graham County,County,2015,Less Than 5 Years of Elementary School,164,
+Graham County,County,2020,College Graduates,819,0
+Graham County,County,2020,Elementary School Education,358,10
+Graham County,County,2020,High School Graduates,2114,3
+Graham County,County,2020,Less Than 5 Years of Elementary School,30,
+Granville County,County,2010,College Graduates,5467,3433
+Granville County,County,2010,Elementary School Education,3129,3457
+Granville County,County,2010,High School Graduates,31691,5084
+Granville County,County,2010,Less Than 5 Years of Elementary School,1171,
+Granville County,County,2015,College Graduates,7055,3750
+Granville County,County,2015,Elementary School Education,3131,3171
+Granville County,County,2015,High School Graduates,12436,4172
+Granville County,County,2015,Less Than 5 Years of Elementary School,1386,
+Granville County,County,2020,College Graduates,10103,4194
+Granville County,County,2020,Elementary School Education,2478,1954
+Granville County,County,2020,High School Graduates,13086,4582
+Granville County,County,2020,Less Than 5 Years of Elementary School,1125,
+Greene County,County,2010,College Graduates,1331,1677
+Greene County,County,2010,Elementary School Education,1654,1621
+Greene County,County,2010,High School Graduates,10670,1739
+Greene County,County,2010,Less Than 5 Years of Elementary School,611,
+Greene County,County,2015,College Graduates,1483,1514
+Greene County,County,2015,Elementary School Education,1536,1573
+Greene County,County,2015,High School Graduates,4638,2037
+Greene County,County,2015,Less Than 5 Years of Elementary School,663,
+Greene County,County,2020,College Graduates,1561,1634
+Greene County,County,2020,Elementary School Education,1419,1256
+Greene County,County,2020,High School Graduates,4797,1818
+Greene County,County,2020,Less Than 5 Years of Elementary School,504,
+Guilford County,County,2010,College Graduates,100150,27818
+Guilford County,County,2010,Elementary School Education,14644,13270
+Guilford County,County,2010,High School Graduates,268540,27852
+Guilford County,County,2010,Less Than 5 Years of Elementary School,4353,
+Guilford County,County,2015,College Graduates,114006,35957
+Guilford County,County,2015,Elementary School Education,14237,13728
+Guilford County,County,2015,High School Graduates,82049,28682
+Guilford County,County,2015,Less Than 5 Years of Elementary School,6353,
+Guilford County,County,2020,College Graduates,130366,40747
+Guilford County,County,2020,Elementary School Education,13806,12737
+Guilford County,County,2020,High School Graduates,83781,32371
+Guilford County,County,2020,Less Than 5 Years of Elementary School,6366,
+Halifax County,County,2010,College Graduates,4254,4224
+Halifax County,County,2010,Elementary School Education,3646,6068
+Halifax County,County,2010,High School Graduates,27456,6517
+Halifax County,County,2010,Less Than 5 Years of Elementary School,990,
+Halifax County,County,2015,College Graduates,4679,4674
+Halifax County,County,2015,Elementary School Education,2907,5508
+Halifax County,County,2015,High School Graduates,13221,7087
+Halifax County,County,2015,Less Than 5 Years of Elementary School,1256,
+Halifax County,County,2020,College Graduates,5291,4466
+Halifax County,County,2020,Elementary School Education,2229,4465
+Halifax County,County,2020,High School Graduates,13484,7133
+Halifax County,County,2020,Less Than 5 Years of Elementary School,1005,
+Harnett County,County,2010,College Graduates,10891,4236
+Harnett County,County,2010,Elementary School Education,5455,3217
+Harnett County,County,2010,High School Graduates,55083,4627
+Harnett County,County,2010,Less Than 5 Years of Elementary School,1674,
+Harnett County,County,2015,College Graduates,15279,5408
+Harnett County,County,2015,Elementary School Education,3881,2959
+Harnett County,County,2015,High School Graduates,24066,5223
+Harnett County,County,2015,Less Than 5 Years of Elementary School,1565,
+Harnett County,County,2020,College Graduates,19342,6738
+Harnett County,County,2020,Elementary School Education,3661,2297
+Harnett County,County,2020,High School Graduates,25305,5642
+Harnett County,County,2020,Less Than 5 Years of Elementary School,1351,
+Haywood County,County,2010,College Graduates,8838,163
+Haywood County,County,2010,Elementary School Education,2098,96
+Haywood County,County,2010,High School Graduates,36038,182
+Haywood County,County,2010,Less Than 5 Years of Elementary School,462,
+Haywood County,County,2015,College Graduates,10513,204
+Haywood County,County,2015,Elementary School Education,1781,51
+Haywood County,County,2015,High School Graduates,12561,124
+Haywood County,County,2015,Less Than 5 Years of Elementary School,602,
+Haywood County,County,2020,College Graduates,12970,121
+Haywood County,County,2020,Elementary School Education,1487,48
+Haywood County,County,2020,High School Graduates,12253,123
+Haywood County,County,2020,Less Than 5 Years of Elementary School,495,
+Henderson County,County,2010,College Graduates,20656,785
+Henderson County,County,2010,Elementary School Education,3924,504
+Henderson County,County,2010,High School Graduates,66103,444
+Henderson County,County,2010,Less Than 5 Years of Elementary School,1237,
+Henderson County,County,2015,College Graduates,23038,620
+Henderson County,County,2015,Elementary School Education,3109,480
+Henderson County,County,2015,High School Graduates,21268,849
+Henderson County,County,2015,Less Than 5 Years of Elementary School,1171,
+Henderson County,County,2020,College Graduates,27352,980
+Henderson County,County,2020,Elementary School Education,2829,384
+Henderson County,County,2020,High School Graduates,22361,805
+Henderson County,County,2020,Less Than 5 Years of Elementary School,1181,
+Hertford County,County,2010,College Graduates,2601,2279
+Hertford County,County,2010,Elementary School Education,1591,2839
+Hertford County,County,2010,High School Graduates,12142,3021
+Hertford County,County,2010,Less Than 5 Years of Elementary School,384,
+Hertford County,County,2015,College Graduates,2354,2893
+Hertford County,County,2015,Elementary School Education,1025,2169
+Hertford County,County,2015,High School Graduates,5546,3555
+Hertford County,County,2015,Less Than 5 Years of Elementary School,393,
+Hertford County,County,2020,College Graduates,2654,2756
+Hertford County,County,2020,Elementary School Education,890,1623
+Hertford County,County,2020,High School Graduates,5706,3330
+Hertford County,County,2020,Less Than 5 Years of Elementary School,323,
+Hoke County,County,2010,College Graduates,4028,3165
+Hoke County,County,2010,Elementary School Education,2289,1838
+Hoke County,County,2010,High School Graduates,21350,2617
+Hoke County,County,2010,Less Than 5 Years of Elementary School,657,
+Hoke County,County,2015,College Graduates,6108,4118
+Hoke County,County,2015,Elementary School Education,1786,1693
+Hoke County,County,2015,High School Graduates,8716,3194
+Hoke County,County,2015,Less Than 5 Years of Elementary School,799,
+Hoke County,County,2020,College Graduates,6472,4960
+Hoke County,County,2020,Elementary School Education,1623,1279
+Hoke County,County,2020,High School Graduates,10394,3839
+Hoke County,County,2020,Less Than 5 Years of Elementary School,678,
+Hyde County,County,2010,College Graduates,490,316
+Hyde County,County,2010,Elementary School Education,307,496
+Hyde County,County,2010,High School Graduates,3218,751
+Hyde County,County,2010,Less Than 5 Years of Elementary School,68,
+Hyde County,County,2015,College Graduates,427,231
+Hyde County,County,2015,Elementary School Education,332,451
+Hyde County,County,2015,High School Graduates,1460,578
+Hyde County,County,2015,Less Than 5 Years of Elementary School,105,
+Hyde County,County,2020,College Graduates,402,152
+Hyde County,County,2020,Elementary School Education,36,399
+Hyde County,County,2020,High School Graduates,1421,547
+Hyde County,County,2020,Less Than 5 Years of Elementary School,16,
+Iredell County,County,2010,College Graduates,22239,3289
+Iredell County,County,2010,Elementary School Education,4982,2683
+Iredell County,County,2010,High School Graduates,87072,4469
+Iredell County,County,2010,Less Than 5 Years of Elementary School,1379,
+Iredell County,County,2015,College Graduates,28781,4034
+Iredell County,County,2015,Elementary School Education,4791,2734
+Iredell County,County,2015,High School Graduates,31252,4275
+Iredell County,County,2015,Less Than 5 Years of Elementary School,1422,
+Iredell County,County,2020,College Graduates,36698,5104
+Iredell County,County,2020,Elementary School Education,3995,1742
+Iredell County,County,2020,High School Graduates,34043,4691
+Iredell County,County,2020,Less Than 5 Years of Elementary School,1496,
+Jackson County,County,2010,College Graduates,6663,84
+Jackson County,County,2010,Elementary School Education,1617,87
+Jackson County,County,2010,High School Graduates,20071,183
+Jackson County,County,2010,Less Than 5 Years of Elementary School,447,
+Jackson County,County,2015,College Graduates,7685,52
+Jackson County,County,2015,Elementary School Education,1161,115
+Jackson County,County,2015,High School Graduates,7182,142
+Jackson County,County,2015,Less Than 5 Years of Elementary School,339,
+Jackson County,County,2020,College Graduates,7968,26
+Jackson County,County,2020,Elementary School Education,1257,2
+Jackson County,County,2020,High School Graduates,7874,109
+Jackson County,County,2020,Less Than 5 Years of Elementary School,501,
+Johnston County,County,2010,College Graduates,20125,5376
+Johnston County,County,2010,Elementary School Education,8832,3504
+Johnston County,County,2010,High School Graduates,84725,4237
+Johnston County,County,2010,Less Than 5 Years of Elementary School,2611,
+Johnston County,County,2015,College Graduates,23608,5672
+Johnston County,County,2015,Elementary School Education,7958,3759
+Johnston County,County,2015,High School Graduates,35314,4778
+Johnston County,County,2015,Less Than 5 Years of Elementary School,2594,
+Johnston County,County,2020,College Graduates,32484,8040
+Johnston County,County,2020,Elementary School Education,6163,2547
+Johnston County,County,2020,High School Graduates,37622,7465
+Johnston County,County,2020,Less Than 5 Years of Elementary School,2878,
+Jones County,County,2010,College Graduates,758,659
+Jones County,County,2010,Elementary School Education,598,555
+Jones County,County,2010,High School Graduates,5523,1017
+Jones County,County,2010,Less Than 5 Years of Elementary School,174,
+Jones County,County,2015,College Graduates,980,944
+Jones County,County,2015,Elementary School Education,432,464
+Jones County,County,2015,High School Graduates,2326,752
+Jones County,County,2015,Less Than 5 Years of Elementary School,85,
+Jones County,County,2020,College Graduates,1017,767
+Jones County,County,2020,Elementary School Education,375,324
+Jones County,County,2020,High School Graduates,2557,777
+Jones County,County,2020,Less Than 5 Years of Elementary School,139,
+Lee County,County,2010,College Graduates,6575,2102
+Lee County,County,2010,Elementary School Education,3297,1540
+Lee County,County,2010,High School Graduates,29494,2562
+Lee County,County,2010,Less Than 5 Years of Elementary School,902,
+Lee County,County,2015,College Graduates,7999,2327
+Lee County,County,2015,Elementary School Education,3364,1651
+Lee County,County,2015,High School Graduates,10332,2370
+Lee County,County,2015,Less Than 5 Years of Elementary School,1360,
+Lee County,County,2020,College Graduates,8483,3278
+Lee County,County,2020,Elementary School Education,2443,980
+Lee County,County,2020,High School Graduates,11437,2450
+Lee County,County,2020,Less Than 5 Years of Elementary School,852,
+Lenoir County,County,2010,College Graduates,5834,4549
+Lenoir County,County,2010,Elementary School Education,3865,4279
+Lenoir County,County,2010,High School Graduates,30707,5294
+Lenoir County,County,2010,Less Than 5 Years of Elementary School,1812,
+Lenoir County,County,2015,College Graduates,5117,4863
+Lenoir County,County,2015,Elementary School Education,3551,3740
+Lenoir County,County,2015,High School Graduates,12820,5555
+Lenoir County,County,2015,Less Than 5 Years of Elementary School,1700,
+Lenoir County,County,2020,College Graduates,6097,4443
+Lenoir County,County,2020,Elementary School Education,2460,3071
+Lenoir County,County,2020,High School Graduates,12581,6367
+Lenoir County,County,2020,Less Than 5 Years of Elementary School,1050,
+Lincoln County,County,2010,College Graduates,9278,864
+Lincoln County,County,2010,Elementary School Education,3448,821
+Lincoln County,County,2010,High School Graduates,41528,1015
+Lincoln County,County,2010,Less Than 5 Years of Elementary School,884,
+Lincoln County,County,2015,College Graduates,11198,1011
+Lincoln County,County,2015,Elementary School Education,3292,608
+Lincoln County,County,2015,High School Graduates,16856,1044
+Lincoln County,County,2015,Less Than 5 Years of Elementary School,913,
+Lincoln County,County,2020,College Graduates,14036,1453
+Lincoln County,County,2020,Elementary School Education,1735,540
+Lincoln County,County,2020,High School Graduates,18709,1042
+Lincoln County,County,2020,Less Than 5 Years of Elementary School,668,
+Macon County,County,2010,College Graduates,4777,38
+Macon County,County,2010,Elementary School Education,1615,45
+Macon County,County,2010,High School Graduates,20366,21
+Macon County,County,2010,Less Than 5 Years of Elementary School,424,
+Macon County,County,2015,College Graduates,5704,131
+Macon County,County,2015,Elementary School Education,1198,60
+Macon County,County,2015,High School Graduates,7543,12
+Macon County,County,2015,Less Than 5 Years of Elementary School,295,
+Macon County,County,2020,College Graduates,6349,54
+Macon County,County,2020,Elementary School Education,1470,43
+Macon County,County,2020,High School Graduates,8619,195
+Macon County,County,2020,Less Than 5 Years of Elementary School,353,
+Madison County,County,2010,College Graduates,2766,25
+Madison County,County,2010,Elementary School Education,1528,58
+Madison County,County,2010,High School Graduates,11112,0
+Madison County,County,2010,Less Than 5 Years of Elementary School,603,
+Madison County,County,2015,College Graduates,3227,54
+Madison County,County,2015,Elementary School Education,1291,83
+Madison County,County,2015,High School Graduates,4609,14
+Madison County,County,2015,Less Than 5 Years of Elementary School,375,
+Madison County,County,2020,College Graduates,4694,36
+Madison County,County,2020,Elementary School Education,1026,17
+Madison County,County,2020,High School Graduates,5012,33
+Madison County,County,2020,Less Than 5 Years of Elementary School,196,
+Martin County,County,2010,College Graduates,2077,1782
+Martin County,County,2010,Elementary School Education,1463,2082
+Martin County,County,2010,High School Graduates,13336,2462
+Martin County,County,2010,Less Than 5 Years of Elementary School,415,
+Martin County,County,2015,College Graduates,2304,2016
+Martin County,County,2015,Elementary School Education,1254,1616
+Martin County,County,2015,High School Graduates,6337,2776
+Martin County,County,2015,Less Than 5 Years of Elementary School,469,
+Martin County,County,2020,College Graduates,2482,1733
+Martin County,County,2020,Elementary School Education,602,1461
+Martin County,County,2020,High School Graduates,5726,2794
+Martin County,County,2020,Less Than 5 Years of Elementary School,389,
+McDowell County,County,2010,College Graduates,4394,372
+McDowell County,County,2010,Elementary School Education,2561,303
+McDowell County,County,2010,High School Graduates,24780,493
+McDowell County,County,2010,Less Than 5 Years of Elementary School,531,
+McDowell County,County,2015,College Graduates,4301,321
+McDowell County,County,2015,Elementary School Education,2327,318
+McDowell County,County,2015,High School Graduates,11775,455
+McDowell County,County,2015,Less Than 5 Years of Elementary School,648,
+McDowell County,County,2020,College Graduates,6109,410
+McDowell County,County,2020,Elementary School Education,1035,289
+McDowell County,County,2020,High School Graduates,10580,398
+McDowell County,County,2020,Less Than 5 Years of Elementary School,389,
+Mecklenburg County,County,2010,College Graduates,229146,54688
+Mecklenburg County,County,2010,Elementary School Education,25317,23646
+Mecklenburg County,County,2010,High School Graduates,506067,43300
+Mecklenburg County,County,2010,Less Than 5 Years of Elementary School,8997,
+Mecklenburg County,County,2015,College Graduates,275628,67334
+Mecklenburg County,County,2015,Elementary School Education,30755,21439
+Mecklenburg County,County,2015,High School Graduates,124536,50261
+Mecklenburg County,County,2015,Less Than 5 Years of Elementary School,12402,
+Mecklenburg County,County,2020,College Graduates,338590,82988
+Mecklenburg County,County,2020,Elementary School Education,34256,18854
+Mecklenburg County,County,2020,High School Graduates,122643,51219
+Mecklenburg County,County,2020,Less Than 5 Years of Elementary School,15211,
+Mitchell County,County,2010,College Graduates,1664,0
+Mitchell County,County,2010,Elementary School Education,1047,0
+Mitchell County,County,2010,High School Graduates,8816,0
+Mitchell County,County,2010,Less Than 5 Years of Elementary School,154,
+Mitchell County,County,2015,College Graduates,1888,4
+Mitchell County,County,2015,Elementary School Education,898,4
+Mitchell County,County,2015,High School Graduates,3751,8
+Mitchell County,County,2015,Less Than 5 Years of Elementary School,191,
+Mitchell County,County,2020,College Graduates,2464,0
+Mitchell County,County,2020,Elementary School Education,657,8
+Mitchell County,County,2020,High School Graduates,3381,2
+Mitchell County,County,2020,Less Than 5 Years of Elementary School,203,
+Montgomery County,County,2010,College Graduates,2756,633
+Montgomery County,County,2010,Elementary School Education,2246,1128
+Montgomery County,County,2010,High School Graduates,13422,1252
+Montgomery County,County,2010,Less Than 5 Years of Elementary School,585,
+Montgomery County,County,2015,College Graduates,2736,985
+Montgomery County,County,2015,Elementary School Education,1776,907
+Montgomery County,County,2015,High School Graduates,5678,1375
+Montgomery County,County,2015,Less Than 5 Years of Elementary School,804,
+Montgomery County,County,2020,College Graduates,3108,966
+Montgomery County,County,2020,Elementary School Education,1149,739
+Montgomery County,County,2020,High School Graduates,6626,1079
+Montgomery County,County,2020,Less Than 5 Years of Elementary School,247,
+Moore County,County,2010,College Graduates,18327,2054
+Moore County,County,2010,Elementary School Education,2525,1461
+Moore County,County,2010,High School Graduates,54407,3221
+Moore County,County,2010,Less Than 5 Years of Elementary School,679,
+Moore County,County,2015,College Graduates,21519,2479
+Moore County,County,2015,Elementary School Education,2581,1376
+Moore County,County,2015,High School Graduates,17056,2757
+Moore County,County,2015,Less Than 5 Years of Elementary School,763,
+Moore County,County,2020,College Graduates,27871,2128
+Moore County,County,2020,Elementary School Education,2185,1340
+Moore County,County,2020,High School Graduates,15630,2446
+Moore County,County,2020,Less Than 5 Years of Elementary School,877,
+Nash County,County,2010,College Graduates,12131,5847
+Nash County,County,2010,Elementary School Education,4336,5414
+Nash County,County,2010,High School Graduates,51954,8201
+Nash County,County,2010,Less Than 5 Years of Elementary School,1123,
+Nash County,County,2015,College Graduates,12389,6665
+Nash County,County,2015,Elementary School Education,3576,5049
+Nash County,County,2015,High School Graduates,21856,9015
+Nash County,County,2015,Less Than 5 Years of Elementary School,1230,
+Nash County,County,2020,College Graduates,13842,8056
+Nash County,County,2020,Elementary School Education,3158,3937
+Nash County,County,2020,High School Graduates,22188,10285
+Nash County,County,2020,Less Than 5 Years of Elementary School,1290,
+New Hanover County,County,2010,College Graduates,47673,5649
+New Hanover County,County,2010,Elementary School Education,4168,4458
+New Hanover County,County,2010,High School Graduates,118120,6023
+New Hanover County,County,2010,Less Than 5 Years of Elementary School,1080,
+New Hanover County,County,2015,College Graduates,53029,6474
+New Hanover County,County,2015,Elementary School Education,3911,3186
+New Hanover County,County,2015,High School Graduates,31718,6360
+New Hanover County,County,2015,Less Than 5 Years of Elementary School,1271,
+New Hanover County,County,2020,College Graduates,67230,5770
+New Hanover County,County,2020,Elementary School Education,3292,1983
+New Hanover County,County,2020,High School Graduates,31683,6524
+New Hanover County,County,2020,Less Than 5 Years of Elementary School,1151,
+North Carolina,State of NC,2010,College Graduates,1597840,370251
+North Carolina,State of NC,2010,Elementary School Education,374993,246470
+North Carolina,State of NC,2010,High School Graduates,5115556,394019
+North Carolina,State of NC,2010,Less Than 5 Years of Elementary School,108077,
+North Carolina,State of NC,2015,College Graduates,1866765,444945
+North Carolina,State of NC,2015,Elementary School Education,355435,224816
+North Carolina,State of NC,2015,High School Graduates,1755995,412480
+North Carolina,State of NC,2015,Less Than 5 Years of Elementary School,126098,
+North Carolina,State of NC,2020,College Graduates,2273890,491093
+North Carolina,State of NC,2020,Elementary School Education,301823,182090
+North Carolina,State of NC,2020,High School Graduates,1806403,445049
+North Carolina,State of NC,2020,Less Than 5 Years of Elementary School,120724,
+Northampton County,County,2010,College Graduates,1860,1636
+Northampton County,County,2010,Elementary School Education,1891,3244
+Northampton County,County,2010,High School Graduates,10750,2923
+Northampton County,County,2010,Less Than 5 Years of Elementary School,529,
+Northampton County,County,2015,College Graduates,1712,2101
+Northampton County,County,2015,Elementary School Education,1175,2485
+Northampton County,County,2015,High School Graduates,5450,3073
+Northampton County,County,2015,Less Than 5 Years of Elementary School,287,
+Northampton County,County,2020,College Graduates,2263,2051
+Northampton County,County,2020,Elementary School Education,1092,1562
+Northampton County,County,2020,High School Graduates,5787,2834
+Northampton County,County,2020,Less Than 5 Years of Elementary School,226,
+Onslow County,County,2010,College Graduates,15345,5418
+Onslow County,County,2010,Elementary School Education,3414,2247
+Onslow County,County,2010,High School Graduates,76394,4890
+Onslow County,County,2010,Less Than 5 Years of Elementary School,1078,
+Onslow County,County,2015,College Graduates,18884,6675
+Onslow County,County,2015,Elementary School Education,2789,1994
+Onslow County,County,2015,High School Graduates,28240,4931
+Onslow County,County,2015,Less Than 5 Years of Elementary School,1129,
+Onslow County,County,2020,College Graduates,25116,5613
+Onslow County,County,2020,Elementary School Education,2281,2156
+Onslow County,County,2020,High School Graduates,31216,4935
+Onslow County,County,2020,Less Than 5 Years of Elementary School,913,
+Orange County,County,2010,College Graduates,42556,2496
+Orange County,County,2010,Elementary School Education,3390,1737
+Orange County,County,2010,High School Graduates,70368,2836
+Orange County,County,2010,Less Than 5 Years of Elementary School,1303,
+Orange County,County,2015,College Graduates,47769,2960
+Orange County,County,2015,Elementary School Education,3253,1381
+Orange County,County,2015,High School Graduates,13159,3130
+Orange County,County,2015,Less Than 5 Years of Elementary School,1214,
+Orange County,County,2020,College Graduates,55545,3502
+Orange County,County,2020,Elementary School Education,2793,959
+Orange County,County,2020,High School Graduates,11449,2725
+Orange County,County,2020,Less Than 5 Years of Elementary School,1521,
+Pamlico County,County,2010,College Graduates,1724,588
+Pamlico County,County,2010,Elementary School Education,796,426
+Pamlico County,County,2010,High School Graduates,8135,744
+Pamlico County,County,2010,Less Than 5 Years of Elementary School,172,
+Pamlico County,County,2015,College Graduates,1908,574
+Pamlico County,County,2015,Elementary School Education,319,480
+Pamlico County,County,2015,High School Graduates,3182,733
+Pamlico County,County,2015,Less Than 5 Years of Elementary School,92,
+Pamlico County,County,2020,College Graduates,2152,680
+Pamlico County,County,2020,Elementary School Education,354,354
+Pamlico County,County,2020,High School Graduates,2973,624
+Pamlico County,County,2020,Less Than 5 Years of Elementary School,111,
+Pasquotank County,County,2010,College Graduates,4809,2624
+Pasquotank County,County,2010,Elementary School Education,1534,2345
+Pasquotank County,County,2010,High School Graduates,21088,2444
+Pasquotank County,County,2010,Less Than 5 Years of Elementary School,265,
+Pasquotank County,County,2015,College Graduates,5167,2835
+Pasquotank County,County,2015,Elementary School Education,1595,2175
+Pasquotank County,County,2015,High School Graduates,7982,2680
+Pasquotank County,County,2015,Less Than 5 Years of Elementary School,692,
+Pasquotank County,County,2020,College Graduates,6342,3021
+Pasquotank County,County,2020,Elementary School Education,1010,1308
+Pasquotank County,County,2020,High School Graduates,8528,2729
+Pasquotank County,County,2020,Less Than 5 Years of Elementary School,378,
+Pender County,County,2010,College Graduates,6265,1715
+Pender County,County,2010,Elementary School Education,1998,1487
+Pender County,County,2010,High School Graduates,29477,2678
+Pender County,County,2010,Less Than 5 Years of Elementary School,515,
+Pender County,County,2015,College Graduates,8168,2092
+Pender County,County,2015,Elementary School Education,2091,1373
+Pender County,County,2015,High School Graduates,12032,2331
+Pender County,County,2015,Less Than 5 Years of Elementary School,798,
+Pender County,County,2020,College Graduates,12616,2074
+Pender County,County,2020,Elementary School Education,1465,988
+Pender County,County,2020,High School Graduates,11979,1749
+Pender County,County,2020,Less Than 5 Years of Elementary School,701,
+Perquimans County,County,2010,College Graduates,1697,561
+Perquimans County,County,2010,Elementary School Education,409,414
+Perquimans County,County,2010,High School Graduates,8011,1056
+Perquimans County,County,2010,Less Than 5 Years of Elementary School,73,
+Perquimans County,County,2015,College Graduates,1622,709
+Perquimans County,County,2015,Elementary School Education,561,391
+Perquimans County,County,2015,High School Graduates,3483,832
+Perquimans County,County,2015,Less Than 5 Years of Elementary School,130,
+Perquimans County,County,2020,College Graduates,1992,630
+Perquimans County,County,2020,Elementary School Education,478,623
+Perquimans County,County,2020,High School Graduates,3138,603
+Perquimans County,County,2020,Less Than 5 Years of Elementary School,225,
+Person County,County,2010,College Graduates,3702,1896
+Person County,County,2010,Elementary School Education,1647,1518
+Person County,County,2010,High School Graduates,21923,2648
+Person County,County,2010,Less Than 5 Years of Elementary School,492,
+Person County,County,2015,College Graduates,4035,2163
+Person County,County,2015,Elementary School Education,1920,1687
+Person County,County,2015,High School Graduates,9709,2525
+Person County,County,2015,Less Than 5 Years of Elementary School,758,
+Person County,County,2020,College Graduates,4444,2547
+Person County,County,2020,Elementary School Education,992,1194
+Person County,County,2020,High School Graduates,10170,2714
+Person County,County,2020,Less Than 5 Years of Elementary School,527,
+Pitt County,County,2010,College Graduates,26672,10031
+Pitt County,County,2010,Elementary School Education,5217,6913
+Pitt County,County,2010,High School Graduates,80427,10696
+Pitt County,County,2010,Less Than 5 Years of Elementary School,1822,
+Pitt County,County,2015,College Graduates,30393,11987
+Pitt County,County,2015,Elementary School Education,4555,5904
+Pitt County,County,2015,High School Graduates,25853,11690
+Pitt County,County,2015,Less Than 5 Years of Elementary School,1390,
+Pitt County,County,2020,College Graduates,35349,12817
+Pitt County,County,2020,Elementary School Education,4002,5800
+Pitt County,County,2020,High School Graduates,26630,11923
+Pitt County,County,2020,Less Than 5 Years of Elementary School,1949,
+Polk County,County,2010,College Graduates,4154,83
+Polk County,County,2010,Elementary School Education,876,289
+Polk County,County,2010,High School Graduates,13160,273
+Polk County,County,2010,Less Than 5 Years of Elementary School,207,
+Polk County,County,2015,College Graduates,4835,197
+Polk County,County,2015,Elementary School Education,751,179
+Polk County,County,2015,High School Graduates,4194,302
+Polk County,County,2015,Less Than 5 Years of Elementary School,266,
+Polk County,County,2020,College Graduates,5265,152
+Polk County,County,2020,Elementary School Education,518,126
+Polk County,County,2020,High School Graduates,4176,304
+Polk County,County,2020,Less Than 5 Years of Elementary School,220,
+Randolph County,County,2010,College Graduates,12272,1304
+Randolph County,County,2010,Elementary School Education,8471,1459
+Randolph County,County,2010,High School Graduates,71355,1645
+Randolph County,County,2010,Less Than 5 Years of Elementary School,1876,
+Randolph County,County,2015,College Graduates,14070,1838
+Randolph County,County,2015,Elementary School Education,6923,1278
+Randolph County,County,2015,High School Graduates,34029,1805
+Randolph County,County,2015,Less Than 5 Years of Elementary School,2696,
+Randolph County,County,2020,College Graduates,16071,1954
+Randolph County,County,2020,Elementary School Education,6045,1206
+Randolph County,County,2020,High School Graduates,34295,1926
+Randolph County,County,2020,Less Than 5 Years of Elementary School,1778,
+Richmond County,County,2010,College Graduates,3083,1986
+Richmond County,County,2010,Elementary School Education,2965,2416
+Richmond County,County,2010,High School Graduates,22995,3553
+Richmond County,County,2010,Less Than 5 Years of Elementary School,1063,
+Richmond County,County,2015,College Graduates,3940,3089
+Richmond County,County,2015,Elementary School Education,2259,1777
+Richmond County,County,2015,High School Graduates,11194,3274
+Richmond County,County,2015,Less Than 5 Years of Elementary School,882,
+Richmond County,County,2020,College Graduates,5443,2817
+Richmond County,County,2020,Elementary School Education,2069,1738
+Richmond County,County,2020,High School Graduates,9300,3195
+Richmond County,County,2020,Less Than 5 Years of Elementary School,845,
+Robeson County,County,2010,College Graduates,9906,5106
+Robeson County,County,2010,Elementary School Education,9933,5420
+Robeson County,County,2010,High School Graduates,56135,6871
+Robeson County,County,2010,Less Than 5 Years of Elementary School,2866,
+Robeson County,County,2015,College Graduates,10862,6335
+Robeson County,County,2015,Elementary School Education,8315,4070
+Robeson County,County,2015,High School Graduates,28406,7697
+Robeson County,County,2015,Less Than 5 Years of Elementary School,2802,
+Robeson County,County,2020,College Graduates,11970,5620
+Robeson County,County,2020,Elementary School Education,6126,3276
+Robeson County,County,2020,High School Graduates,28299,6499
+Robeson County,County,2020,Less Than 5 Years of Elementary School,2055,
+Rockingham County,County,2010,College Graduates,8185,3019
+Rockingham County,County,2010,Elementary School Education,6124,3325
+Rockingham County,County,2010,High School Graduates,49989,4661
+Rockingham County,County,2010,Less Than 5 Years of Elementary School,1368,
+Rockingham County,County,2015,College Graduates,8997,3117
+Rockingham County,County,2015,Elementary School Education,4379,2547
+Rockingham County,County,2015,High School Graduates,23845,4857
+Rockingham County,County,2015,Less Than 5 Years of Elementary School,1471,
+Rockingham County,County,2020,College Graduates,10019,3734
+Rockingham County,County,2020,Elementary School Education,3381,2363
+Rockingham County,County,2020,High School Graduates,22281,4628
+Rockingham County,County,2020,Less Than 5 Years of Elementary School,1205,
+Rowan County,County,2010,College Graduates,15545,3656
+Rowan County,County,2010,Elementary School Education,6113,2824
+Rowan County,County,2010,High School Graduates,73207,4747
+Rowan County,County,2010,Less Than 5 Years of Elementary School,1510,
+Rowan County,County,2015,College Graduates,16533,4251
+Rowan County,County,2015,Elementary School Education,5713,2867
+Rowan County,County,2015,High School Graduates,30819,4344
+Rowan County,County,2015,Less Than 5 Years of Elementary School,2082,
+Rowan County,County,2020,College Graduates,19334,5239
+Rowan County,County,2020,Elementary School Education,4301,1752
+Rowan County,County,2020,High School Graduates,31767,5756
+Rowan County,County,2020,Less Than 5 Years of Elementary School,1382,
+Rutherford County,County,2010,College Graduates,6855,1538
+Rutherford County,County,2010,Elementary School Education,3140,1176
+Rutherford County,County,2010,High School Graduates,37259,1518
+Rutherford County,County,2010,Less Than 5 Years of Elementary School,718,
+Rutherford County,County,2015,College Graduates,7649,1561
+Rutherford County,County,2015,Elementary School Education,2874,980
+Rutherford County,County,2015,High School Graduates,15045,1790
+Rutherford County,County,2015,Less Than 5 Years of Elementary School,928,
+Rutherford County,County,2020,College Graduates,9247,1631
+Rutherford County,County,2020,Elementary School Education,2056,483
+Rutherford County,County,2020,High School Graduates,15380,1804
+Rutherford County,County,2020,Less Than 5 Years of Elementary School,955,
+Sampson County,County,2010,College Graduates,5148,3161
+Sampson County,County,2010,Elementary School Education,4303,3029
+Sampson County,County,2010,High School Graduates,31287,4459
+Sampson County,County,2010,Less Than 5 Years of Elementary School,1501,
+Sampson County,County,2015,College Graduates,5257,3950
+Sampson County,County,2015,Elementary School Education,4939,2148
+Sampson County,County,2015,High School Graduates,14147,4268
+Sampson County,County,2015,Less Than 5 Years of Elementary School,1354,
+Sampson County,County,2020,College Graduates,6132,3241
+Sampson County,County,2020,Elementary School Education,3232,1652
+Sampson County,County,2020,High School Graduates,14874,4396
+Sampson County,County,2020,Less Than 5 Years of Elementary School,1196,
+Scotland County,County,2010,College Graduates,3278,2165
+Scotland County,County,2010,Elementary School Education,2115,2378
+Scotland County,County,2010,High School Graduates,17674,3392
+Scotland County,County,2010,Less Than 5 Years of Elementary School,637,
+Scotland County,County,2015,College Graduates,3758,2423
+Scotland County,County,2015,Elementary School Education,1517,2135
+Scotland County,County,2015,High School Graduates,8077,3447
+Scotland County,County,2015,Less Than 5 Years of Elementary School,514,
+Scotland County,County,2020,College Graduates,3665,2568
+Scotland County,County,2020,Elementary School Education,1117,1788
+Scotland County,County,2020,High School Graduates,7943,3457
+Scotland County,County,2020,Less Than 5 Years of Elementary School,341,
+Stanly County,County,2010,College Graduates,6201,944
+Stanly County,County,2010,Elementary School Education,2472,1201
+Stanly County,County,2010,High School Graduates,32653,1430
+Stanly County,County,2010,Less Than 5 Years of Elementary School,794,
+Stanly County,County,2015,College Graduates,6759,1175
+Stanly County,County,2015,Elementary School Education,2000,1015
+Stanly County,County,2015,High School Graduates,14296,1679
+Stanly County,County,2015,Less Than 5 Years of Elementary School,822,
+Stanly County,County,2020,College Graduates,7679,1386
+Stanly County,County,2020,Elementary School Education,1871,831
+Stanly County,County,2020,High School Graduates,13944,2164
+Stanly County,County,2020,Less Than 5 Years of Elementary School,602,
+Stokes County,County,2010,College Graduates,3609,270
+Stokes County,County,2010,Elementary School Education,2580,402
+Stokes County,County,2010,High School Graduates,26197,560
+Stokes County,County,2010,Less Than 5 Years of Elementary School,703,
+Stokes County,County,2015,College Graduates,4550,539
+Stokes County,County,2015,Elementary School Education,2122,383
+Stokes County,County,2015,High School Graduates,12787,552
+Stokes County,County,2015,Less Than 5 Years of Elementary School,406,
+Stokes County,County,2020,College Graduates,4503,349
+Stokes County,County,2020,Elementary School Education,1636,252
+Stokes County,County,2020,High School Graduates,13685,426
+Stokes County,County,2020,Less Than 5 Years of Elementary School,489,
+Surry County,County,2010,College Graduates,7582,617
+Surry County,County,2010,Elementary School Education,5361,674
+Surry County,County,2010,High School Graduates,37868,557
+Surry County,County,2010,Less Than 5 Years of Elementary School,1403,
+Surry County,County,2015,College Graduates,7575,541
+Surry County,County,2015,Elementary School Education,4874,616
+Surry County,County,2015,High School Graduates,15842,413
+Surry County,County,2015,Less Than 5 Years of Elementary School,1194,
+Surry County,County,2020,College Graduates,9103,612
+Surry County,County,2020,Elementary School Education,4404,373
+Surry County,County,2020,High School Graduates,14843,642
+Surry County,County,2020,Less Than 5 Years of Elementary School,1355,
+Swain County,County,2010,College Graduates,1770,0
+Swain County,County,2010,Elementary School Education,679,0
+Swain County,County,2010,High School Graduates,7567,95
+Swain County,County,2010,Less Than 5 Years of Elementary School,82,
+Swain County,County,2015,College Graduates,1563,12
+Swain County,County,2015,Elementary School Education,594,2
+Swain County,County,2015,High School Graduates,3073,21
+Swain County,County,2015,Less Than 5 Years of Elementary School,160,
+Swain County,County,2020,College Graduates,2018,18
+Swain County,County,2020,Elementary School Education,571,6
+Swain County,County,2020,High School Graduates,2927,47
+Swain County,County,2020,Less Than 5 Years of Elementary School,183,
+Transylvania County,County,2010,College Graduates,6522,246
+Transylvania County,County,2010,Elementary School Education,1470,187
+Transylvania County,County,2010,High School Graduates,20810,254
+Transylvania County,County,2010,Less Than 5 Years of Elementary School,243,
+Transylvania County,County,2015,College Graduates,7287,131
+Transylvania County,County,2015,Elementary School Education,917,93
+Transylvania County,County,2015,High School Graduates,6978,161
+Transylvania County,County,2015,Less Than 5 Years of Elementary School,179,
+Transylvania County,County,2020,College Graduates,8811,199
+Transylvania County,County,2020,Elementary School Education,754,75
+Transylvania County,County,2020,High School Graduates,6417,291
+Transylvania County,County,2020,Less Than 5 Years of Elementary School,180,
+Tyrrell County,County,2010,College Graduates,286,196
+Tyrrell County,County,2010,Elementary School Education,229,424
+Tyrrell County,County,2010,High School Graduates,2529,587
+Tyrrell County,County,2010,Less Than 5 Years of Elementary School,28,
+Tyrrell County,County,2015,College Graduates,250,185
+Tyrrell County,County,2015,Elementary School Education,330,415
+Tyrrell County,County,2015,High School Graduates,1159,391
+Tyrrell County,County,2015,Less Than 5 Years of Elementary School,86,
+Tyrrell County,County,2020,College Graduates,322,173
+Tyrrell County,County,2020,Elementary School Education,146,354
+Tyrrell County,County,2020,High School Graduates,1141,471
+Tyrrell County,County,2020,Less Than 5 Years of Elementary School,29,
+Union County,County,2010,College Graduates,34574,3629
+Union County,County,2010,Elementary School Education,5348,2871
+Union County,County,2010,High School Graduates,102758,3802
+Union County,County,2010,Less Than 5 Years of Elementary School,1230,
+Union County,County,2015,College Graduates,44628,4767
+Union County,County,2015,Elementary School Education,6065,2200
+Union County,County,2015,High School Graduates,33743,4258
+Union County,County,2015,Less Than 5 Years of Elementary School,2026,
+Union County,County,2020,College Graduates,54397,5340
+Union County,County,2020,Elementary School Education,5891,2051
+Union County,County,2020,High School Graduates,35678,4607
+Union County,County,2020,Less Than 5 Years of Elementary School,2707,
+Vance County,County,2010,College Graduates,3134,3617
+Vance County,County,2010,Elementary School Education,2773,4312
+Vance County,County,2010,High School Graduates,21169,4900
+Vance County,County,2010,Less Than 5 Years of Elementary School,510,
+Vance County,County,2015,College Graduates,3384,3777
+Vance County,County,2015,Elementary School Education,2559,3846
+Vance County,County,2015,High School Graduates,11142,4974
+Vance County,County,2015,Less Than 5 Years of Elementary School,912,
+Vance County,County,2020,College Graduates,5288,3700
+Vance County,County,2020,Elementary School Education,1566,2372
+Vance County,County,2020,High School Graduates,10511,5355
+Vance County,County,2020,Less Than 5 Years of Elementary School,590,
+Wake County,County,2010,College Graduates,259371,33365
+Wake County,County,2010,Elementary School Education,19954,13069
+Wake County,County,2010,High School Graduates,500610,27424
+Wake County,County,2010,Less Than 5 Years of Elementary School,6302,
+Wake County,County,2015,College Graduates,312039,42349
+Wake County,County,2015,Elementary School Education,23735,13122
+Wake County,County,2015,High School Graduates,106801,30895
+Wake County,County,2015,Less Than 5 Years of Elementary School,8338,
+Wake County,County,2020,College Graduates,395000,47489
+Wake County,County,2020,Elementary School Education,21691,11069
+Wake County,County,2020,High School Graduates,107876,35250
+Wake County,County,2020,Less Than 5 Years of Elementary School,8610,
+Warren County,County,2010,College Graduates,2034,1671
+Warren County,County,2010,Elementary School Education,1541,2571
+Warren County,County,2010,High School Graduates,10696,2611
+Warren County,County,2010,Less Than 5 Years of Elementary School,607,
+Warren County,County,2015,College Graduates,2274,1863
+Warren County,County,2015,Elementary School Education,885,1840
+Warren County,County,2015,High School Graduates,5130,2676
+Warren County,County,2015,Less Than 5 Years of Elementary School,293,
+Warren County,County,2020,College Graduates,2224,1950
+Warren County,County,2020,Elementary School Education,758,1152
+Warren County,County,2020,High School Graduates,5559,3057
+Warren County,County,2020,Less Than 5 Years of Elementary School,257,
+Washington County,County,2010,College Graduates,1072,887
+Washington County,County,2010,Elementary School Education,986,1499
+Washington County,County,2010,High School Graduates,6907,1526
+Washington County,County,2010,Less Than 5 Years of Elementary School,408,
+Washington County,County,2015,College Graduates,906,957
+Washington County,County,2015,Elementary School Education,610,961
+Washington County,County,2015,High School Graduates,3307,1702
+Washington County,County,2015,Less Than 5 Years of Elementary School,199,
+Washington County,County,2020,College Graduates,1058,1243
+Washington County,County,2020,Elementary School Education,807,834
+Washington County,County,2020,High School Graduates,2945,1303
+Washington County,County,2020,Less Than 5 Years of Elementary School,175,
+Watauga County,County,2010,College Graduates,9952,31
+Watauga County,County,2010,Elementary School Education,1459,40
+Watauga County,County,2010,High School Graduates,23304,16
+Watauga County,County,2010,Less Than 5 Years of Elementary School,223,
+Watauga County,County,2015,College Graduates,11057,47
+Watauga County,County,2015,Elementary School Education,1181,70
+Watauga County,County,2015,High School Graduates,5889,88
+Watauga County,County,2015,Less Than 5 Years of Elementary School,387,
+Watauga County,County,2020,College Graduates,13965,52
+Watauga County,County,2020,Elementary School Education,1193,114
+Watauga County,County,2020,High School Graduates,6857,155
+Watauga County,County,2020,Less Than 5 Years of Elementary School,424,
+Wayne County,County,2010,College Graduates,12595,8183
+Wayne County,County,2010,Elementary School Education,5779,4476
+Wayne County,County,2010,High School Graduates,63280,8436
+Wayne County,County,2010,Less Than 5 Years of Elementary School,1775,
+Wayne County,County,2015,College Graduates,14959,8608
+Wayne County,County,2015,Elementary School Education,6571,4348
+Wayne County,County,2015,High School Graduates,24122,8562
+Wayne County,County,2015,Less Than 5 Years of Elementary School,2611,
+Wayne County,County,2020,College Graduates,16330,8595
+Wayne County,County,2020,Elementary School Education,5039,3243
+Wayne County,County,2020,High School Graduates,24991,9146
+Wayne County,County,2020,Less Than 5 Years of Elementary School,1961,
+Wilkes County,County,2010,College Graduates,5922,567
+Wilkes County,County,2010,Elementary School Education,4799,464
+Wilkes County,County,2010,High School Graduates,35074,918
+Wilkes County,County,2010,Less Than 5 Years of Elementary School,990,
+Wilkes County,County,2015,College Graduates,6255,637
+Wilkes County,County,2015,Elementary School Education,4777,564
+Wilkes County,County,2015,High School Graduates,15694,555
+Wilkes County,County,2015,Less Than 5 Years of Elementary School,1299,
+Wilkes County,County,2020,College Graduates,7888,618
+Wilkes County,County,2020,Elementary School Education,3204,380
+Wilkes County,County,2020,High School Graduates,15554,835
+Wilkes County,County,2020,Less Than 5 Years of Elementary School,1054,
+Wilson County,County,2010,College Graduates,9230,4996
+Wilson County,County,2010,Elementary School Education,4549,5687
+Wilson County,County,2010,High School Graduates,40706,6737
+Wilson County,County,2010,Less Than 5 Years of Elementary School,1281,
+Wilson County,County,2015,College Graduates,9887,6001
+Wilson County,County,2015,Elementary School Education,4436,4934
+Wilson County,County,2015,High School Graduates,18062,7472
+Wilson County,County,2015,Less Than 5 Years of Elementary School,1401,
+Wilson County,County,2020,College Graduates,11154,7019
+Wilson County,County,2020,Elementary School Education,3989,4576
+Wilson County,County,2020,High School Graduates,18080,7239
+Wilson County,County,2020,Less Than 5 Years of Elementary School,1456,
+Yadkin County,County,2010,College Graduates,2924,191
+Yadkin County,County,2010,Elementary School Education,2190,278
+Yadkin County,County,2010,High School Graduates,20114,328
+Yadkin County,County,2010,Less Than 5 Years of Elementary School,620,
+Yadkin County,County,2015,College Graduates,3165,302
+Yadkin County,County,2015,Elementary School Education,2433,235
+Yadkin County,County,2015,High School Graduates,9075,287
+Yadkin County,County,2015,Less Than 5 Years of Elementary School,605,
+Yadkin County,County,2020,College Graduates,3475,257
+Yadkin County,County,2020,Elementary School Education,1472,135
+Yadkin County,County,2020,High School Graduates,9441,489
+Yadkin County,County,2020,Less Than 5 Years of Elementary School,350,
+Yancey County,County,2010,College Graduates,1969,8
+Yancey County,County,2010,Elementary School Education,1240,21
+Yancey County,County,2010,High School Graduates,10117,32
+Yancey County,County,2010,Less Than 5 Years of Elementary School,477,
+Yancey County,County,2015,College Graduates,2500,44
+Yancey County,County,2015,Elementary School Education,844,7
+Yancey County,County,2015,High School Graduates,4311,78
+Yancey County,County,2015,Less Than 5 Years of Elementary School,274,
+Yancey County,County,2020,College Graduates,2706,0
+Yancey County,County,2020,Elementary School Education,633,11
+Yancey County,County,2020,High School Graduates,4668,69
+Yancey County,County,2020,Less Than 5 Years of Elementary School,270,