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/ 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.

Miten Suomen vaalit toimivat? VAALIT SELITETTYNÄ // ELECTIONS EXPLAINED

Teppo Nieminen

Suomi on demokratia, jossa järjestetään monia erilaisia vaaleja. Vaaleissa valitaan edustajia eri valtuustoihin ja erilaisiin tehtäviin, mutta vaalit kuitenkin toimivat...

3604 views - 47 likes
Published 2 years ago

Metsäliitto Osuuskunnan vaalit

Metsä Group

Hyvä Metsän omistajajäsen, äänestä Metsäliitto Osuuskunnan edustajistovaaleissa 22.3.–14.4.2023 Olet saanut postitse äänestyslipukkeen ja ohjeen sähköiseen äänestämiseen. Käytä äänesi ja päätä,...

90470 views - 0 likes
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Näissä osavaltioissa vaalit ratkeavat – tässä kaikki mitä pitää tietää vaa'ankieliosavaltioista

Helsingin Sanomat

Yhdysvaltain presidentinvaaleissa vaa'ankieliosavaltioilla on uskomattoman suuri rooli. Tämä johtuu siitä että ehdoton valtaosa osavaltioista on niin syvästi joko demokraattien tai...

2100 views - 24 likes
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Vaalit 2019: Laadukas koulutus

Sosialidemokraatit SDP

Suomalaisten ja koko yhteiskuntamme menestys on aina perustunut osaamiseen, jota on parannettu koulutuksella sekä panostuksilla tutkimukseen ja innovaatioihin. Kuitenkin koulutuksen,...

569 views - 0 likes
Published 5 years ago

Pirjo Nuotio: Suomessa on luotettavat vaalit. Finland har tillförlitliga val.

Oikeusministeriö Justitieministeriet

Suomessa on luotettavat vaalit. Käytä ääntäsi kuntavaaleissa. Ennakkoäänestys Suomessa 26.5.-8.6. Varsinainen vaalipäivä 13.6. Luotettavaa tietoa vaaleista: www.vaalit.fi. Finland har tillförlitliga...

556 views - 0 likes
Published 3 years 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

VAIN LUKIO JUTUT

mmiisas

Kiitos, että katsoit! Heitä peukku ylös jos tykkäsit! :) FOLLOW ME: FACEBOOK: https://www.facebook.com/mmiisas/?ref... INSTAGRAM: http://instagram.com/mmiisas TWITTER: https://twitter.com/mmiisas TUMBLR: http://mmiisas.tumblr.com/

1333230 views - 25224 likes
Published 8 years ago

Sisäministeri Mari Rantanen: "Kadut eivät Suomessa kuulu jengeille"

Suomen Uutiset - Perussuomalaiset

Kansalaisuuden saannin ehtoja kiristetään, kansalaisuuskoe vireille, rikostentorjuntaa vauhditetaan, jengiläiselle näytettävä kaapin paikka. Suomen Uutisten perjantain lähetyksessä Juhani Huopainen tenttaa sisäministeri...

16827 views - 725 likes
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Miksi poistuin vaalitentistä KESKEN LÄHETYKSEN?!

Hjallis

Seuraa mua somessa: Instagram: http://bit.ly/2wBcgvV Twitter: http://bit.ly/2hRYZg3

68356 views - 1776 likes
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Sebastian Tynkkysen toistaiseksi viimeinen puhe eduskunnassa | Vaalit 2.4. ratkaisevat, jatkuuko työ

Sebastian Tynkkynen

Jos haluat, että olen äänesi myös jatkossa, muista käydä äänestämässä eduskuntavaaleissa 2.4.2023. Olen ehdolla Oulun vaalipiirissä numerolla 159. MUUT SOMEPROFIILIT: TikTok (125k):...

10816 views - 0 likes
Published 1 year ago