{"id":1432,"date":"2017-10-21T14:45:38","date_gmt":"2017-10-21T21:45:38","guid":{"rendered":"http:\/\/miriamposner.com\/classes\/dh101f17\/?p=1432"},"modified":"2017-10-21T14:45:38","modified_gmt":"2017-10-21T21:45:38","slug":"reflection-on-the-listing-of-active-businesses","status":"publish","type":"post","link":"http:\/\/miriamposner.com\/classes\/dh101f17\/2017\/10\/21\/reflection-on-the-listing-of-active-businesses\/","title":{"rendered":"Reflection on the Listing of Active Businesses"},"content":{"rendered":"<p><span style=\"font-weight: 400\"><a href=\"https:\/\/data.lacity.org\/A-Prosperous-City\/Listing-of-Active-Businesses\/6rrh-rzua\">Listing of Active Businesses<\/a> is the dataset of my choice to look at this week. This dataset is currently registered with the Office of Finance. An &#8220;active&#8221; business is defined as a registered business whose owner has not notified the Office of Finance of a cease of business operations with monthly update interval. The ontology of this dataset can be examined through the content model, which includes 9 content types:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Location account: the account number of the business location.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Business name: the legal name of the business.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">DBA name: Doing Business As (DBA) name.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Street address: street address of the business location.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">City: city of the business location.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Zip code: Zip code of the business location.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Location description: abbreviated address description of the business location.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Mailing information: mailing address, city, and zip code of the business.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">NAICS and primary NAICS description: the NAICS indexing code and a brief description of the business.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\">The person who created this dataset focused largely on regulation of businesses in terms of their registration information, with a philosophy in using indexing accounts to organize and sort all the individual businesses. People who are trying to locate within a specific range of location accounts, zip codes, geographical coordinates will find this ontology helpful because this numerical values can be easily sorted and searched in the dataset. This dataset displays countless active businesses in Los Angeles in a organized way, which conveys a proof of fact that LA is a prosperous city which is currently thriving and growing.<\/span><\/p>\n<p><span style=\"font-weight: 400\">However, there is still information that gets left out. First of all, besides a short description, there is no a clear column categorizing the type of business. Hence, it is hard to sort and search for business based on types. Secondly, certain kinds of individual businesses were lumped together in this dataset, such as the NAICS category of grocery stores and convenience stores, which does not clearly convey each individual\u2019s business type distinctively. Based on this, I can start over with a data-collection process focusing on indexing and categorizing the types of the business, with distinctive subcategories if needed, in order to create an ontology focusing on the functions of the current active businesses. <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Listing of Active Businesses is the dataset of my choice to look at this week. This dataset is currently registered<\/p>\n","protected":false},"author":177,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-1432","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/posts\/1432","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/users\/177"}],"replies":[{"embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/comments?post=1432"}],"version-history":[{"count":0,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/posts\/1432\/revisions"}],"wp:attachment":[{"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/media?parent=1432"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/categories?post=1432"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/tags?post=1432"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}