{"id":1586,"date":"2017-10-23T12:29:31","date_gmt":"2017-10-23T19:29:31","guid":{"rendered":"http:\/\/miriamposner.com\/classes\/dh101f17\/?p=1586"},"modified":"2017-10-23T12:29:31","modified_gmt":"2017-10-23T19:29:31","slug":"parking-citations-dataset-analysis","status":"publish","type":"post","link":"http:\/\/miriamposner.com\/classes\/dh101f17\/2017\/10\/23\/parking-citations-dataset-analysis\/","title":{"rendered":"Parking Citations Dataset Analysis"},"content":{"rendered":"<p><span style=\"font-weight: 400\">Parking Citation dataset have recorded all information about parking tickets issued in Los Angeles area. After take a look of the dataset, we have an overview of where did the car get the ticket, what kind of car is it, and what was the reason it has been issued a ticket. Let\u2019s break down the content model:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Object (individuals): 4,035,844 \u00a0(record from 01\/09\/2010 to 10\/12\/2017)<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Content Types: 19<\/span>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Ticket Number, Issue Date, Issue Time, Meter ID, Marked Time , RP State Plate (State that issued the plate), Plate Expiry Date (record as year\/month), VIN (Vehicle Identification Number), Make (Car Brand), Body Style (record shape and model of a car), Color, Location, Route, Agency, Violation Code, Violation Description (brief description of why the car get the ticket), Fine Amount, Latitude, Longitude<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">The information in the dataset can make sense to viewers who are interested in issues of parking tickets. Viewers can use this dataset to see:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Which month tickets have been issued frequently<\/span><\/li>\n<\/ul>\n<p><a href=\"http:\/\/www.brettrics.com\/9-million-parking-tickets-la\/\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1626 aligncenter\" src=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.37.36-AM-300x207.png\" alt=\"\" width=\"300\" height=\"207\" srcset=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.37.36-AM-300x207.png 300w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.37.36-AM-768x530.png 768w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.37.36-AM-1024x707.png 1024w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.37.36-AM.png 1758w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">What day of the month most tickets have been issued<\/span><\/li>\n<\/ul>\n<p><a href=\"http:\/\/www.brettrics.com\/9-million-parking-tickets-la\/\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-1632 aligncenter\" src=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.38.15-AM-202x300.png\" alt=\"\" width=\"203\" height=\"302\" srcset=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.38.15-AM-202x300.png 202w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.38.15-AM.png 684w\" sizes=\"auto, (max-width: 203px) 100vw, 203px\" \/><\/a><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">What ticket type is issued more frequently<\/span><\/li>\n<\/ul>\n<p><a href=\"http:\/\/www.brettrics.com\/9-million-parking-tickets-la\/\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1636 aligncenter\" src=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.38.34-AM-300x216.png\" alt=\"\" width=\"300\" height=\"216\" srcset=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.38.34-AM-300x216.png 300w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.38.34-AM-768x554.png 768w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.38.34-AM-1024x738.png 1024w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.38.34-AM.png 1512w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Are locations where the car get the ticket related with ticket type<\/span><\/li>\n<\/ul>\n<p><a href=\"http:\/\/www.brettrics.com\/9-million-parking-tickets-la\/\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1641 alignleft\" src=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.39.24-AM-300x242.png\" alt=\"\" width=\"300\" height=\"242\" srcset=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.39.24-AM-300x242.png 300w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.39.24-AM-768x620.png 768w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.39.24-AM-1024x827.png 1024w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.39.24-AM.png 1526w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a> <a href=\"http:\/\/www.brettrics.com\/9-million-parking-tickets-la\/\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1642 alignright\" src=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.39.40-AM-300x245.png\" alt=\"\" width=\"300\" height=\"245\" srcset=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.39.40-AM-300x245.png 300w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.39.40-AM-768x628.png 768w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.39.40-AM-1024x838.png 1024w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.39.40-AM.png 1508w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a>\u00a0 \u00a0<a href=\"http:\/\/www.brettrics.com\/9-million-parking-tickets-la\/\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1643 alignleft\" src=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.01-AM-300x255.png\" alt=\"\" width=\"300\" height=\"255\" srcset=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.01-AM-300x255.png 300w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.01-AM-768x652.png 768w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.01-AM-1024x869.png 1024w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.01-AM.png 1456w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a> <a href=\"http:\/\/www.brettrics.com\/9-million-parking-tickets-la\/\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1644 alignright\" src=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.15-AM-300x254.png\" alt=\"\" width=\"300\" height=\"254\" srcset=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.15-AM-300x254.png 300w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.15-AM-768x650.png 768w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.15-AM-1024x867.png 1024w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.15-AM.png 1446w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a> <a href=\"http:\/\/www.brettrics.com\/9-million-parking-tickets-la\/\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1645 aligncenter\" src=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.27-AM-300x248.png\" alt=\"\" width=\"300\" height=\"248\" srcset=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.27-AM-300x248.png 300w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.27-AM-768x635.png 768w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.27-AM-1024x847.png 1024w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.27-AM.png 1472w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Are ticket type related to car type<\/span><\/li>\n<\/ul>\n<p><a href=\"http:\/\/www.brettrics.com\/9-million-parking-tickets-la\/\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1639 aligncenter\" src=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.44-AM-300x215.png\" alt=\"\" width=\"300\" height=\"215\" srcset=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.44-AM-300x215.png 300w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.44-AM-768x551.png 768w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.44-AM-1024x735.png 1024w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-23-at-11.40.44-AM.png 1410w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<ul>\n<li>etc.<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">These questions can help both officers and viewers have a deeper understanding of elements that related to parking citation.<\/span><\/p>\n<p><span style=\"font-weight: 400\">In order to make these records easier for officers who issued and processed the tickets pulled out the record when he\/she want to have a review, and make it more convenient for people who get tickets to track their record to see more details, I would add<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Plate Number: help officer to identify car owner, and people who get the tickets can easily track if they have gotten any tickets<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Officer Name\/ID: Officer who processed tickets can identify who issued the tickets quickly. (that helps when they need more details)<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Ticket Status (Paid\/Pending): so that people who get ticket can check if they already paid it off or not<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">However, these information probably is confidential information which cannot be shown to the public, and parking citation website can set up ID check system to limit access of these information. (officers can have access to the whole dataset, and people who get ticket can only have access to their own parking citations.)<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Parking Citation dataset have recorded all information about parking tickets issued in Los Angeles area. After take a look of<\/p>\n","protected":false},"author":164,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-1586","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\/1586","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\/164"}],"replies":[{"embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/comments?post=1586"}],"version-history":[{"count":0,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/posts\/1586\/revisions"}],"wp:attachment":[{"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/media?parent=1586"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/categories?post=1586"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/tags?post=1586"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}