[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-how-advanced-external-and-alternative-data-can-be-understood":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":96,"popular_news":162,"categories":232},{"title":72,"description":73,"meta_title":72,"meta_description":73,"meta_keywords":74,"text":75,"slug":76,"created_at":77,"publish_at":78,"formatted_created_at":79,"category_id":69,"links":80,"view_type":85,"video_url":86,"views":87,"likes":88,"lang":89,"comments_count":88,"category":90},"How Advanced External and Alternative Data can be Understood","External data can be used for business improvement. However, it is important to first examine the source and implementation of external data into management processes.","How Advanced External and Alternative Data can be Understood, business","\u003Cp>Hello!\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-14/ggga-1.webp\" type=\"image/webp\">\u003Cimg alt=\"How Advanced External and Alternative Data can be Understood\" class=\"image-align-left\" height=\"172\" src=\"https://cdn.quasa.io/photos/foto-14/ggga-1.jpg\" width=\"300\" />\u003C/picture>External data can be used for business improvement. However, it is important to first examine the source and implementation of external data into management processes.\u003C/p>\n\n\u003Cp>Every year, external data becomes more useful. The number of external data applications is increasing as acquisition becomes easier and more accessible to \u003Ca href=\"https://quasa.io/media/top-10-mistakes-people-make-when-starting-a-digital-marketing-agency\">smaller businesses\u003C/a>. However, proper data management remains a problem. An analysis of the last few years shows that even renowned enterprises can have trouble managing data.\u003C/p>\n\n\u003Cp>Before we continue, we recommend reading the previous article on this subject. It would be much easier to jump into external data acquisition and management if you have done the necessary groundwork.\u003C/p>\n\n\u003Ch3>Understanding External Data\u003C/h3>\n\n\u003Cp>This may seem simple at first. External data can be defined as any data acquired outside of an organization. It is often called third-party or second-party data in marketing.\u003C/p>\n\n\u003Ch4>External data can come in many forms\u003C/h4>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-14/ggga-10.webp\" type=\"image/webp\">\u003Cimg alt=\"How Advanced External and Alternative Data can be Understood\" class=\"image-align-left\" height=\"158\" src=\"https://cdn.quasa.io/photos/foto-14/ggga-10.jpeg\" width=\"300\" />\u003C/picture>There are three key distinctions to be made between traditional and advanced external data. The first is that most people are familiar with the traditional sources of external data – government records and statistics departments, press releases, etc.\u003C/p>\n\n\u003Cp>Although it is not used as often by businesses, it still has a place in the financial sector and many other industries. Advanced external data aims to reach a wider audience.\u003C/p>\n\n\u003Ch4>Internet monitoring and automated data collection can produce advanced external data.\u003C/h4>\n\n\u003Cp>Many companies use advanced external data, such as customer review tracking or \u003Ca href=\"https://quasa.io/media/10-easy-social-media-strategies-to-keep-your-brand-s-feed-interesting\">social media\u003C/a> sentiment analysis.\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-14/ggga-11.webp\" type=\"image/webp\">\u003Cimg alt=\"How Advanced External and Alternative Data can be Understood\" class=\"image-align-left\" height=\"177\" src=\"https://cdn.quasa.io/photos/foto-14/ggga-11.jpeg\" width=\"284\" />\u003C/picture>Alternative data isn’t a new type, but rather quality. Although there are many ways to define it, the most common definition is that it is the opposite of traditional data. It’s the process of taking data that hasn’t been used often and generating actionable insights.\u003C/p>\n\n\u003Cp>Satellite imagery is a great example of alternative data. Satellite imagery is a great example of alternative data.\u003C/p>\n\n\u003Cp>Research has shown that investors can deduce the value fluctuations of market participants and retailers from satellite imagery before anyone else.\u003C/p>\n\n\u003Cp>Alternative data may be useful in such situations to help you make better investment decisions.\u003C/p>\n\n\u003Ch4>Integration of advanced external data into existing pipelines\u003C/h4>\n\n\u003Cp>It takes effort to collect external data. This is in contrast to internal data which is mostly a result of business processes. This data can only be obtained by creating an in-house team to collect it or by sourcing it through third-party suppliers.\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-14/ggga-12.webp\" type=\"image/webp\">\u003Cimg alt=\"How Advanced External and Alternative Data can be Understood\" class=\"image-align-left\" height=\"183\" src=\"https://cdn.quasa.io/photos/foto-14/ggga-12.jpeg\" width=\"275\" />\u003C/picture>Before any web scraping, automated data collection, or web scraping can begin, there are three things you need to decide: what type of data, how it will work, and where it will go.\u003C/p>\n\n\u003Cp>In data warehouses, all business data should be stored. This applies only to data that isn’t being used daily. External data can be used to power day-to-day operations as well as for longer-term goals.\u003C/p>\n\n\u003Cp>The data might not end up in a warehouse if it is being used for daily operations such as dynamic pricing. Long-term storage is unlikely to be an option in these cases as dynamic pricing involves complex webs of APIs, mathematical comparisons, and computations.\u003C/p>\n\n\u003Ch3>What advanced data is available from external sources and other sources?\u003C/h3>\n\n\u003Cp>However, advanced external or alternative data cannot be understood unless stored and analyzed with additional information. These cases require more planning and are more complicated.\u003C/p>\n\n\u003Cp>\u003Cstrong>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-14/ggga-13.webp\" type=\"image/webp\">\u003Cimg alt=\"How Advanced External and Alternative Data can be Understood\" class=\"image-align-left\" height=\"169\" src=\"https://cdn.quasa.io/photos/foto-14/ggga-13.jpeg\" width=\"300\" />\u003C/picture>First\u003C/strong>, All data should be collected for a specific purpose. This purpose is usually to support or debunk a hypothesis. Similar to satellite imagery, data from such images should be kept longer-term and manually analyzed. It should be assigned a subject and an expectation.\u003C/p>\n\n\u003Cp>\u003Cstrong>Second\u003C/strong>, It is important to understand that alternate data may not prove useful in certain cases. Alternative data may not be useful in some cases, for example, because it is often data that has been hypothesized to offer insights into a particular phenomenon, but has not been thoroughly tested.\u003C/p>\n\n\u003Cp>\u003Cstrong>Third\u003C/strong>, data collection processes need more support and maintenance than traditional ones. Advanced external and alternative data collection will not be possible if the company does not have an analyst or extraction team.\u003C/p>\n\n\u003Ch3>Support Structures for Building\u003C/h3>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-14/ggga-2.webp\" type=\"image/webp\">\u003Cimg alt=\"How Advanced External and Alternative Data can be Understood\" class=\"image-align-left\" height=\"168\" src=\"https://cdn.quasa.io/photos/foto-14/ggga-2.jpeg\" width=\"300\" />\u003C/picture>Support structures are required to make advanced external or alternative data useable. They can be quite simple in some cases if the data was acquired from a third-party vendor. Only a data analyst team will be needed and some governance practices. However, data quality vetting, and other processes, will still be necessary.\u003C/p>\n\n\u003Cp>\u003Cstrong>It’s even more difficult if no data vendor can provide the information required or if an in-house team must be formed for any other reason.\u003C/strong>\u003C/p>\n\n\u003Cp>Because we trust our colleagues in technical development, we won’t get into the details. For most businesses, it is easier to find a vendor who offers scraping solutions.\u003C/p>\n\n\u003Cp>A dedicated data team will be required to manage the flow of information, particularly if it comes from multiple sources. Before data can be transferred to a warehouse, there are three critical steps: normalization, cleansing, and assurance.\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-14/ggga-3.webp\" type=\"image/webp\">\u003Cimg alt=\"How Advanced External and Alternative Data can be Understood\" class=\"image-align-left\" height=\"158\" src=\"https://cdn.quasa.io/photos/foto-14/ggga-3.jpeg\" width=\"300\" />\u003C/picture>Data automatically will not be unified. There may be corruption or simply inaccuracy.\u003C/p>\n\n\u003Cp>\u003Cstrong>Data cleansing is therefore necessary. Before data can be moved, it must be cleansed. This involves fixing formats and naming conventions as well as other structural aspects.\u003C/strong>\u003C/p>\n\n\u003Cp>Quality assurance is essential before data can be moved. Quality assurance is even more critical in cases where data has been purchased from a vendor.\u003C/p>\n\n\u003Cp>Also read: \u003Ca href=\"https://quasa.io/media/the-world-of-controlled-chaos-from-the-atlas-of-impossible-worlds\">The World of Controlled Chaos From the “Atlas of Impossible Worlds”\u003C/a>\u003C/p>\n\n\u003Ch4>Conclusion\u003C/h4>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-14/ggga-4.webp\" type=\"image/webp\">\u003Cimg alt=\"How Advanced External and Alternative Data can be Understood\" class=\"image-align-left\" height=\"179\" src=\"https://cdn.quasa.io/photos/foto-14/ggga-4.jpeg\" width=\"281\" />\u003C/picture>Things get even more complicated when external data is involved in the pipeline.\u003C/p>\n\n\u003Cp>Automated data collection can increase costs as it requires technical expertise, analytical capabilities, or both. It is important to plan for the integration of external data into business processes.\u003C/p>\n\n\u003Cp>External data can bring enormous benefits and create entirely new growth opportunities.\u003C/p>\n\n\u003Cp>Thank you!\u003Cbr />\nSubscribe to our newsletter! Join us on social networks!\u003Cbr />\nSee you!\u003C/p>","how-advanced-external-and-alternative-data-can-be-understood","2022-02-06T09:31:03.000000Z","2025-07-11T11:30:00.000000Z","11.07.2025",{"image":81,"image_webp":82,"thumb":83,"thumb_webp":84},"https://cdn.quasa.io/images/news/qrIoaLX9ukapkBxPt88BAOhp1cWRHBclYR0OtLxb.jpg","https://cdn.quasa.io/images/news/qrIoaLX9ukapkBxPt88BAOhp1cWRHBclYR0OtLxb.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/qrIoaLX9ukapkBxPt88BAOhp1cWRHBclYR0OtLxb.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/qrIoaLX9ukapkBxPt88BAOhp1cWRHBclYR0OtLxb.webp","large",null,2813,0,"en",{"id":69,"title":65,"slug":66,"meta_title":91,"meta_description":92,"meta_keywords":93,"deleted_at":86,"created_at":94,"updated_at":95,"lang":89},"Quasa Media - Growth Hacking in Business","Business is a battlefield. In QUASA MEDIA you will find all the most useful articles on how to do business and not screw up.","Business, earn money, business strategy, business process","2021-08-03T10:59:17.000000Z","2024-08-25T15:45:11.000000Z",[97,113,125,138,150],{"title":98,"description":99,"slug":100,"created_at":101,"publish_at":102,"formatted_created_at":103,"category":104,"links":105,"view_type":110,"video_url":86,"views":111,"likes":88,"lang":89,"comments_count":88,"is_pinned":112},"Twitter Dev Builds “Stukach-Claw” — An AI Snitch Bot That’s Already Reported 4,250 People to the IRS for Tax Jokes","A crypto trader and developer known as @camolNFT has gone viral after revealing he built an autonomous AI agent called OpenClaw (affectionately dubbed Stukach-Claw by Russian-speaking users) that actively hunts for “jokes” about tax evasion on social media and automatically files whistleblower reports with the IRS.","twitter-dev-builds-stukach-claw-an-ai-snitch-bot-that-s-already-reported-4-250-people-to-the-irs-for-tax-jokes","2026-04-17T12:09:57.000000Z","2026-04-20T06:06:00.000000Z","20.04.2026",{"title":19,"slug":20},{"image":106,"image_webp":107,"thumb":108,"thumb_webp":109},"https://cdn.quasa.io/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.jpg","https://cdn.quasa.io/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.webp","small",9,false,{"title":114,"description":115,"slug":116,"created_at":117,"publish_at":118,"formatted_created_at":103,"category":119,"links":120,"view_type":110,"video_url":86,"views":34,"likes":88,"lang":89,"comments_count":88,"is_pinned":112},"Baidu Drops ERNIE-Image: A Compact 8B Open-Source Text-to-Image Model That Tops the Charts","Baidu has just released ERNIE-Image — a new open-weight text-to-image generator that is already turning heads in the AI community.","baidu-drops-ernie-image-a-compact-8b-open-source-text-to-image-model-that-tops-the-charts","2026-04-17T11:57:35.000000Z","2026-04-20T03:44:00.000000Z",{"title":47,"slug":48},{"image":121,"image_webp":122,"thumb":123,"thumb_webp":124},"https://cdn.quasa.io/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.jpg","https://cdn.quasa.io/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.webp",{"title":126,"description":127,"slug":128,"created_at":129,"publish_at":129,"formatted_created_at":130,"category":131,"links":132,"view_type":110,"video_url":86,"views":137,"likes":88,"lang":89,"comments_count":88,"is_pinned":112},"Cloudflare Just Made Email a First-Class Citizen for AI Agents — And Traditional Email Services Are Feeling It","On April 17, 2026, Cloudflare quietly turned a long-standing dream into reality: it moved Email Service into public beta and added full Email Sending alongside the years-old Email 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platforms to big corporations, Mozilla’s subsidiary MZLA Technologies has taken a very different route.","mozilla-nails-it-thunderbolt-brings-chatgpt-at-home-to-the-enterprise-without-vendor-lock-in","2026-04-19T15:37:27.000000Z",{"title":58,"slug":63},{"image":145,"image_webp":146,"thumb":147,"thumb_webp":148},"https://cdn.quasa.io/images/news/qaAODXSpJy6qpJc0eO9DQ2Y6ccJR1tlL5i3mN0kV.jpg","https://cdn.quasa.io/images/news/qaAODXSpJy6qpJc0eO9DQ2Y6ccJR1tlL5i3mN0kV.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/qaAODXSpJy6qpJc0eO9DQ2Y6ccJR1tlL5i3mN0kV.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/qaAODXSpJy6qpJc0eO9DQ2Y6ccJR1tlL5i3mN0kV.webp",87,{"title":151,"description":152,"slug":153,"created_at":154,"publish_at":154,"formatted_created_at":130,"category":155,"links":156,"view_type":110,"video_url":86,"views":161,"likes":88,"lang":89,"comments_count":88,"is_pinned":112},"X Is Finally Cracking Down on Unlabeled Ads — And It’s Personal","For years, X (formerly Twitter) has been a playground for undisclosed promotions, coordinated spam networks, and “native” advertising that masquerades as organic content.","x-is-finally-cracking-down-on-unlabeled-ads-and-it-s-personal","2026-04-19T15:07:48.000000Z",{"title":65,"slug":66},{"image":157,"image_webp":158,"thumb":159,"thumb_webp":160},"https://cdn.quasa.io/images/news/CQJ1gdssFGyJpfhfmRU2X4WT5fk5Boc8APXsjWX6.jpg","https://cdn.quasa.io/images/news/CQJ1gdssFGyJpfhfmRU2X4WT5fk5Boc8APXsjWX6.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/CQJ1gdssFGyJpfhfmRU2X4WT5fk5Boc8APXsjWX6.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/CQJ1gdssFGyJpfhfmRU2X4WT5fk5Boc8APXsjWX6.webp",89,[163,176,191,203,218],{"title":164,"description":165,"slug":166,"created_at":167,"publish_at":168,"formatted_created_at":169,"category":170,"links":171,"view_type":110,"video_url":86,"views":174,"likes":175,"lang":89,"comments_count":88,"is_pinned":112},"The Anatomy of an Entrepreneur","Entrepreneur is a French word that means an enterpriser. Enterprisers are people who undertake a business or enterprise with the chance of earning profits or suffering from loss.","the-anatomy-of-an-entrepreneur","2021-08-04T15:18:21.000000Z","2025-12-14T06:09:00.000000Z","14.12.2025",{"title":65,"slug":66},{"image":172,"image_webp":86,"thumb":173,"thumb_webp":173},"https://cdn.quasa.io/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",70885,2,{"title":177,"description":178,"slug":179,"created_at":180,"publish_at":181,"formatted_created_at":182,"category":183,"links":184,"view_type":85,"video_url":86,"views":189,"likes":190,"lang":89,"comments_count":88,"is_pinned":112},"Advertising on QUASA","QUASA MEDIA is read by more than 400 thousand people a month. We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z","15.12.2025",{"title":58,"slug":63},{"image":185,"image_webp":186,"thumb":187,"thumb_webp":188},"https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp",70650,4,{"title":192,"description":193,"slug":194,"created_at":195,"publish_at":196,"formatted_created_at":197,"category":198,"links":199,"view_type":110,"video_url":86,"views":202,"likes":190,"lang":89,"comments_count":88,"is_pinned":112},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. You can be a new tech company, if your goal is not to grow high and fast; then, you are not a startup. ","what-is-a-startup","2021-08-04T12:05:17.000000Z","2025-12-17T13:02:00.000000Z","17.12.2025",{"title":65,"slug":66},{"image":200,"image_webp":86,"thumb":201,"thumb_webp":201},"https://cdn.quasa.io/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",68280,{"title":204,"description":205,"slug":206,"created_at":207,"publish_at":208,"formatted_created_at":209,"category":210,"links":211,"view_type":110,"video_url":86,"views":216,"likes":175,"lang":89,"comments_count":217,"is_pinned":112},"Top 5 Tips to Make More Money as a Content Creator","Content creators are one of the most desired job titles right now. Who wouldn’t want to earn a living online?","top-5-tips-to-make-more-money-as-a-content-creator","2022-01-17T17:31:51.000000Z","2026-01-17T11:30:00.000000Z","17.01.2026",{"title":19,"slug":20},{"image":212,"image_webp":213,"thumb":214,"thumb_webp":215},"https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp",42251,1,{"title":219,"description":220,"slug":221,"created_at":222,"publish_at":223,"formatted_created_at":224,"category":225,"links":226,"view_type":85,"video_url":86,"views":231,"likes":175,"lang":89,"comments_count":88,"is_pinned":112},"8 Logo Design Tips for Small Businesses","Your logo tells the story of your business and the values you stand for.","8-logo-design-tips-for-small-businesses","2021-12-04T21:59:52.000000Z","2025-05-05T03:30:00.000000Z","05.05.2025",{"title":15,"slug":16},{"image":227,"image_webp":228,"thumb":229,"thumb_webp":230},"https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp",41345,[233,234,235,236,237,238,239,240,241,242,243,244,245],{"title":23,"slug":24},{"title":47,"slug":48},{"title":55,"slug":56},{"title":43,"slug":44},{"title":51,"slug":52},{"title":31,"slug":32},{"title":35,"slug":36},{"title":27,"slug":28},{"title":19,"slug":20},{"title":15,"slug":16},{"title":58,"slug":63},{"title":11,"slug":12},{"title":65,"slug":66}]