/ YouTube

The Youtube Insights Dashboard is designed to analyze and interpret YouTube's search results and recommendation algorithms based on monitored search terms. It features two main sections, analysing first search results and then recommendations based on the search results, ie which content does Youtube recommended once a video featured in the search results it clicked. The search results section gives a view in a glance at the better performing channels displayed by Youtube over the selected date range for the set keyword, as well as a view on the top 5 better performing individual videos present in search results. The recommendation section provides data on channels and videos displayed in Youtube auto-play queues of videos presented in search results. In other words, it analyses which videos are the most recommended for the selected keyword. The graphical view shows best performing channels while the table view shows which individual videos were better performing in recommendations.



/ Top Search Results Channels by Frequency and Visibility

This donut graph showcases the prominence of channels in YouTube's search results, analysing two key aspects: the frequency of each channel's appearance and its average position in the search results. The graph highlights channels that are not only frequently found in search results but also have a higher average position (closer to position 0). This dual consideration of frequency and average ranking position paints a comprehensive picture of a channel's visibility and popularity. It combines quantity (how often a channel appears) with quality (how prominently it is displayed).

/ Top 5 Search Results Videos by Frequency and Visibility

This table visualises the most videos on YouTube's search results based on two critical factors: how often each video is to be found and its average position in the search results list. Videos that appears more frequently and higher in the list (closer to position 0) score higher, indicating a greater likelihood of being noticed and clicked by users. This table provides insights into which videos are not only popular in search results but also more prominently displayed, combining aspects of quantity (frequency) and quality (visibility) of search results.

Heikki Hursti: Maailman parhaat vaalit

Valtioneuvosto

Suomessa on maailman parhaat vaalit - Mieti miksi! on valtioneuvoston kanslian, oikeusministeriön ja Turvallisuuskomitean viestintäkampanja, jonka tarkoituksena on kannustaa käyttämään...

1964 views - 14 likes
Published 5 years ago

Miten kuntavaalit suoritetaan? VAALIT SELITETTYNÄ // ELECTIONS EXPLAINED

Teppo Nieminen

Kunnat ovat Suomen pienimpiä julkishallinnon kokonaisuuksia. Kunnat ovat vastuussa monista ihmisten paikallisista tarpeista ja peruspalveluista. Miten kunnan asioista päättävät valtuutetut...

322 views - 9 likes
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Vaalit

Jussi Kämäräinen

9.-luokan yhteiskuntaopin kurssiin liittyvä tiivistelmä Suomen vaalijärjestelmästä ja Suomessa järjestettävistä vaaleista.

967 views - 11 likes
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Jukka Lindström & Noin viikon uutiset: USA:n vaalit

Kovan viikon ilta

"Ei jenkkien ulkopolitiikka voi olla mysteeri. Se, miksi Luokkakokous-elokuva on niin suosittu, se on mysteeri." - Jukka Lindström #nvuutiset - Torstaisin...

203458 views - 1726 likes
Published 8 years ago

USA:n vaalit Ylellä

JUJU

Ylen presidentinvaalit ohjelma oli koomista katsottavaa, joten päätin tehdä siitä pienen videon kaikkien iloksi. Täältä voit tukea toimintaani, ostamalla minulle "kahvin": https://buymeacoffee.com/juliuskivi Jos...

55466 views - 2275 likes
Published 3 months ago

/ YouTube Recommendations Analysis

This dashboard provides insights into YouTube's video recommendation system, a key feature that significantly influences user engagement and content discovery. Upon clicking a YouTube video, an algorithm-driven feature known as "Auto-play" activates, presenting a curated sequence of videos intended to maintain the viewer's attention. Our focus here is on the "Recommendation" system, specifically the subsequent video suggestions that appear alongside the currently playing video and as the next play in the sequence.
These recommendations are a pivotal aspect to explore, as they reveal the algorithm's strategy in retaining viewer interest and encouraging prolonged viewing sessions. This dashboard aims to dissect the recommendation patterns, offering valuable insights into what content is promoted and how it potentially shapes viewer behaviour.

/ Top 15 Recommended Channels by Frequency and Visibility

This donut graph showcases the prominence of channels in YouTube's recommendations, analysing two key aspects: the frequency of each channel's appearance and its average position in the recommendations. The graph highlights channels that are not only frequently found in the recommendations but also have a higher average position (closer to position 0). This dual consideration of frequency and average ranking position paints a comprehensive picture of a channel's visibility and popularity. It combines quantity (how often a channel appears) with quality (how prominently it is displayed).

/ Top 5 Search Results Videos by Frequency and Visibility

This table visualises the most videos on YouTube's recommendations based on two critical factors: how often each video is to be found and its average position in the recommended videos list. Videos that appears more frequently and higher in the list (closer to position 0) score higher, indicating a greater likelihood of being noticed and clicked by users. This table provides insights into which videos are not only popular in the recommendations but also more prominently displayed, combining aspects of quantity (frequency) and quality (visibility).

0 views - 0 likes
Published 0 seconds ago

Hurstin itsenäisyyspäivän juhlassa syötiin lohikeittoa

MTV Uutiset

Helsingissä vietettiin tänään perinteikästä vähävaraisten itsenäisyyspäivän vastaanottoa. Heikki Hurstin luotsaama Hurstinapu tarjosi juhlavieraille lohikeittoa. Koronapandemia on vaikuttanut Hurstin työhön. Esimerkiksi viime...

4176 views - 0 likes
Published 3 years ago

Astu tarinaan, Mikko Hursti, jakso 68

IRR-TV

Legendaarisen Veikko Hurstin pojalla Mikko Hurstilla oli kivinen lapsuus ja jo 12-vuotiaalla pojalla oli sydän täynnä pelkoa ja ahdistusta. Mikä...

11770 views - 104 likes
Published 13 years ago

Hiljaa Teemu Selänne! | Kaffepaussi | 63

23 Media

Kaffepaussilla puhutaan asiat halki, poikki ja pinoon! Studiossa Patrik & Johanna. Parhaat läpät jauhetaan arkipäivisin maanantaista perjantaihin. #Teemu #selänne

6021 views - 312 likes
Published 10 months ago

#112 – MARKKU RUOTSILA: Tämän takia on helppoa tuomita Trump, Kulttuuriset totuudet & Vaalivilppi

Hildén & Kaira

Markku Ruotsila on historioitsija ja tutkija, joka on erikoistunut Yhdysvaltain aate-, kirkko- ja poliittiseen historiaan. Osta Markku Ruotsilan teos Trumpin Amerikka:...

59518 views - 1943 likes
Published 2 months ago