{"id":342213,"date":"2017-05-30T01:14:00","date_gmt":"2017-05-29T17:14:00","guid":{"rendered":"http:\/\/techcrunch.com\/?p=1496645"},"modified":"2017-05-30T01:14:00","modified_gmt":"2017-05-29T17:14:00","slug":"fixing-cities","status":"publish","type":"post","link":"https:\/\/people.utm.my\/asmawisham\/fixing-cities\/","title":{"rendered":"Fixing cities"},"content":{"rendered":"<p id=\"speakable-summary\">Hoodline has also used city data to identify problems with\u00a0<a href=\"http:\/\/hoodline.com\/2017\/03\/when-it-comes-to-fare-enforcement-muni-s-inspectors-rarely-stray-far-from-hq\" target=\"_blank\" rel=\"noopener noreferrer\">city transit fare ticketing<\/a>, historical Yellow Pages data to\u00a0<a href=\"http:\/\/hoodline.com\/2017\/05\/trend-analysis-san-francisco-is-losing-its-laundromats\" target=\"_blank\" rel=\"noopener noreferrer\">track the decline of laundromats over the decades<\/a>\u00a0and\u00a0<a href=\"http:\/\/hoodline.com\/2017\/03\/violent-crime-upward-trend-castro-haight\" target=\"_blank\" rel=\"noopener noreferrer\">neighborhood-level violent crime increases<\/a>, among other examples.<\/p>\n<p id=\"speakable-summary\">We\u2019ve found that videos can often tell these data-driven stories in ways that text-based online articles can\u2019t, by guiding people step-by-step through what the analysis means. For example, we\u2019ve partnered with Disney\u2019s ABC7 station in the Bay Area, with their news team doing\u00a0<a href=\"http:\/\/abc7news.com\/news\/analysis-violent-crime-in-sf-down-but-some-popular-neighborhoods-see-uptick\/1817758\/\" target=\"_blank\" rel=\"noopener noreferrer\">on-camera interviews<\/a>,\u00a0<a href=\"http:\/\/abc7news.com\/food\/tortas-boos-voni-among-best-san-francisco-mexican-restaurants\/1839805\/\" target=\"_blank\" rel=\"noopener noreferrer\">on-air visualizations<\/a>\u00a0and\u00a0<a href=\"http:\/\/abc7news.com\/business\/video-retail-vacancies-rise-in-sfs-castro-district\/1815990\/\" target=\"_blank\" rel=\"noopener noreferrer\">digital-first videos<\/a>\u00a0alongside our reporting. Like local TV weather reports, sports scores and election coverage, we think video will become the main way that many people will consume this data to understand the world around them.<\/p>\n<p>Besides this editorial work, we\u2019ve also focused on distribution solutions. We\u2019ve partnered with more than 200 other local publications to\u00a0<a href=\"https:\/\/hoodline.com\/platform\" target=\"_blank\" rel=\"noopener noreferrer\">create a content distribution platform<\/a>\u00a0that is\u00a0<a href=\"http:\/\/blog.hoodline.com\/2017\/04\/14\/how-hoodlines-tech-is-bringing-local-media-to-more-places-offline-and-on\/\" target=\"_blank\" rel=\"noopener noreferrer\">beginning to feed stories<\/a>\u00a0into a variety of sites and apps. As an exhibit of the product, check out this map of the articles from ourselves and partners in San Francisco, tagged automatically via\u00a0<a href=\"http:\/\/blog.hoodline.com\/2017\/05\/24\/how-we-use-machine-learning-to-provide-relevant-articles-about-any-location\/\" target=\"_blank\" rel=\"noopener noreferrer\">machine learning<\/a>\u00a0for location, topic categories, sentiment and shelf-life.<\/p>\n<div id=\"attachment_1496755\" class=\"wp-caption alignright\" readability=\"33\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-1496755\" src=\"https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/abc7.png?w=459&amp;h=257\" alt=\"\" width=\"459\" height=\"257\" srcset=\"https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/abc7.png?w=459&amp;h=257 459w, https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/abc7.png?w=150&amp;h=84 150w, https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/abc7.png?w=300&amp;h=168 300w, https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/abc7.png 556w\" sizes=\"(max-width: 459px) 100vw, 459px\"\/><\/p>\n<p class=\"wp-caption-text\">ABC7\u2019s Jessica Castro using some of our data analysis for a look at neighborhood cuisine trends. (Source: ABC7)<\/p>\n<\/div>\n<p>Next, we\u2019re using public and private data to create a more comprehensive analytical layer on the platform. Eventually, we\u2019ll be able to predict things like what kind of business would do well in that vacant storefront down the street from your house.<\/p>\n<p>We believe in building a system for understanding the topics where each additional story adds value to the whole. And we think other local publishers should do the same.<\/p>\n<p>Unfortunately, most local publications still treat data analysis as a bespoke operation. For example,\u00a0<a href=\"http:\/\/www.latimes.com\/projects\/la-pol-ca-california-neighborhood-election-results\/\" target=\"_blank\" rel=\"noopener noreferrer\">The Los Angeles Times made an excellent map<\/a>\u00a0of voting patterns by precinct across the state of California, revealing at a granular level which locations preferred Trump or Clinton.<\/p>\n<p>Maybe that map product will be brought out for the election cycle, and maybe there\u2019ll be some analysis of changes in voting patterns over time. But voting patterns reflect all the other issues that the LA Times is writing about in each of these places, day in and day out. How do the voting patterns correlate with issues that might make voters lean one way or another? This map could be connected to local industries, housing and transit infrastructure, types of businesses, and everything else. It could help provide a much deeper story.<\/p>\n<div id=\"attachment_1496852\" class=\"wp-caption aligncenter\" readability=\"32\"><a href=\"https:\/\/hoodlineds.github.io\/portal_sample\/portal_sample.html\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1496852 size-full\" src=\"https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/hoodline_platform.gif?w=640&amp;h=480\" alt=\"\" width=\"640\" height=\"480\"\/><\/a><\/p>\n<p class=\"wp-caption-text\">Click to use a live demo of Hoodline\u2019s content platform.<\/p>\n<\/div>\n<h2>Good news for the business of local media?<\/h2>\n<p>All of this brings us to local media revenues. Many in tech and media think that local news subscriptions are the best known business model, and it might start to work a lot better with new distribution and better content. There are also some other interesting possibilities.<\/p>\n<p>First, subscriptions, which are also starting to result in <a href=\"http:\/\/www.voiceofsandiego.org\/topics\/news\/voice-of-san-diego-to-spin-off-new-organization-to-support-good-journalism-everywhere\/\">success stories<\/a>. \u201cMost local newspapers are simply not worth saving,\u201d widely read tech analyst Ben Thompson\u00a0<a href=\"https:\/\/stratechery.com\/2017\/the-local-news-business-model\/\" target=\"_blank\" rel=\"noopener noreferrer\">wrote in a recent post<\/a>, \u201cnot because local news isn\u2019t valuable, but rather because everything else in your typical local newspaper is worthless (from a business perspective).\u201d<\/p>\n<p>Tech products and larger online publishers have replaced or diminished the value of traditional local media newspaper sections and television segments, from sports to shopping to stock prices. To build a strong subscription business, as Thompson outlines, you need to regularly deliver a high-value product to the subscriber.<\/p>\n<p>But local subscriptions all have to work harder, because local conversion funnels are a lot tougher to operate than global ones. The portion of the world that\u00a0<a href=\"http:\/\/www.niemanlab.org\/2017\/05\/local-news-may-not-be-getting-a-trump-bump\/\" target=\"_blank\" rel=\"noopener noreferrer\">has become inspired to pay<\/a>\u00a0for The New York Times after seeing enough of its Trump scoops on Facebook is far larger than the possible number of subscribers who care about San Francisco, who might want to pay the Chronicle to cover City Hall.<\/p>\n<p>If tech companies build robust distribution channels for local media, potential subscribers will be far more likely to be exposed to the free versions of content on a regular basis, leading them to hit the paywall and cough up the money. Or, their contextualized local content could augment the user experience for tech companies enough that tech companies end up being the subscribers (on behalf of their end users).\u00a0Data companies might even pay to have their data distributed.\u00a0<\/p>\n<p>There is a lot left to figure out. What topics and news formats would most appeal to potential local subscribers? Which distribution channels would work best for the funnel? What technology expertise is needed in-house to create the needed content? Which partners are best suited to help?<\/p>\n<p>Now that tech companies are adding their firepower to solving these sorts of questions, I think the answers are on the way. And the result will be a whole new view of how cities work and how we can make them better for everyone.<\/p>\n<h6><em>Top and bottom image: Getty Images \/ Michael H<\/em><\/h6>\n","protected":false},"excerpt":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" width=\"680\" height=\"453\" src=\"https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/gettyimages-641229113.jpg?w=680\" class=\"attachment-large size-large wp-post-image\" alt=\"\" srcset=\"https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/gettyimages-641229113.jpg?w=680 680w, https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/gettyimages-641229113.jpg?w=1360 1360w, https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/gettyimages-641229113.jpg?w=150 150w, https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/gettyimages-641229113.jpg?w=300 300w, https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/gettyimages-641229113.jpg?w=768 768w\" sizes=\"(max-width: 680px) 100vw, 680px\" \/>&nbsp;Exciting news for people who live, well, everywhere: Incremental changes happening across tech, local news and local government are finally making the world around you transparent. This isn&#8217;t some &#8220;smart cities&#8221; concept fantasy, like those corporate marketing videos you see. This is about all of us finally getting answers to the real problems facing cities today that affect&hellip; <a href=\"https:\/\/techcrunch.com\/2017\/05\/29\/fixing-cities\/?ncid=rss\">Read More<\/a><\/p>\n<div class=\"feedflare\">\n<a href=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?a=JcsseLatLQE:eZdcF3UrAr8:2mJPEYqXBVI\"><img decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?d=2mJPEYqXBVI\" border=\"0\"><\/img><\/a> <a href=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?a=JcsseLatLQE:eZdcF3UrAr8:7Q72WNTAKBA\"><img decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?d=7Q72WNTAKBA\" border=\"0\"><\/img><\/a> <a href=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?a=JcsseLatLQE:eZdcF3UrAr8:yIl2AUoC8zA\"><img decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?d=yIl2AUoC8zA\" border=\"0\"><\/img><\/a> <a href=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?a=JcsseLatLQE:eZdcF3UrAr8:-BTjWOF_DHI\"><img decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?i=JcsseLatLQE:eZdcF3UrAr8:-BTjWOF_DHI\" border=\"0\"><\/img><\/a> <a href=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?a=JcsseLatLQE:eZdcF3UrAr8:D7DqB2pKExk\"><img decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?i=JcsseLatLQE:eZdcF3UrAr8:D7DqB2pKExk\" border=\"0\"><\/img><\/a> <a href=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?a=JcsseLatLQE:eZdcF3UrAr8:qj6IDK7rITs\"><img decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?d=qj6IDK7rITs\" border=\"0\"><\/img><\/a>\n<\/div>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~r\/Techcrunch\/~4\/JcsseLatLQE\" height=\"1\" width=\"1\" alt=\"\"\/> <\/p>\n","protected":false},"author":5817,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[23,25],"tags":[59,66,26],"class_list":["post-342213","post","type-post","status-publish","format-standard","hentry","category-media","category-technology","tag-media","tag-techcrunch","tag-technology"],"_links":{"self":[{"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/posts\/342213","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/users\/5817"}],"replies":[{"embeddable":true,"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/comments?post=342213"}],"version-history":[{"count":0,"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/posts\/342213\/revisions"}],"wp:attachment":[{"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/media?parent=342213"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/categories?post=342213"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/tags?post=342213"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}