/ 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.

KENESTÄ TULEE SUOMEN SEURAAVA PRESIDENTTI? Vaalit 2024

Ville Mäkipelto

Suomalaiset pääsevät äänestämään tammi- ja helmikuussa seuraavasta presidentistään! Mikäli kaikki menee oletetusti, maaliskuun alussa joku yhdeksästä ehdokkaasta aloittaa Suomen 13....

64906 views - 0 likes
Published 1 month ago

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...

2635 views - 0 likes
Published 1 year ago

Stubb: Venäläisten kaksoiskansalaisuuden poisto. Yle vaalitentti. Presidentin vaalit 2024.

EskoTV

Pitäisikö kaksoiskansalaisuus poistaa Suomessa asuvilta venäläisiltä? Onko se edes mahdollista? Putin käyttää kansalaisuutta omien valtapyrkimystensä saattamiseen maaliin. Jopa hyökkäämällä kyseiseen...

2290 views - 0 likes
Published 26 days ago

Tehdään näistä vaalit

Suomen Keskusta

Tuhansia kilometrejä ympäri Suomen. Siinä oppii kuulemaan miten Suomi puhuu ja minkälainen on sen ääni. Terveisin Matti.

74922 views - 0 likes
Published 6 years ago

NUORET ÄÄNESTÄÄ!! – KENET VALITSET KANSANEDUSTAJAKSI?!

Yle Mix – uutisia lapsille

Miten eduskuntavaalien tulos vaikuttaa kouluikäisen elämään? Mitkä ovat sitten Nuorten vaalit? Tällä videolla Kiia kertoo, miten kansanedustajien valitseminen tapahtuu, ja...

8315 views - 0 likes
Published 11 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).

MITÄ JOS VENÄJÄ KÄYTTÄÄ YDINASEITA?

Ville Mäkipelto

Viime viikkoina Venäjä on ajautunut Ukrainassa yhä suurempaan ahdinkoon. Ukrainan joukot ovat edenneet Venäjän valtaamilla alueilla. Venäjä kärsii suuria tappioita....

124483 views - 0 likes
Published 1 year ago

10 OUDOINTA IHMISEN SISÄLTÄ LÖYDETTYÄ ASIAA

Ville Mäkipelto

Terveydenhuollon ammattilaiset ovat löytäneet ihmisten kehojen sisältä toinen toistaan oudompia asioita. Joskus ihmiset saattavat itse työntää kehoonsa erikoisia asioita, joskus...

67607 views - 0 likes
Published 3 months ago

10 JULKKISTA JOISTA TULI ERAKKOJA

Ville Mäkipelto

Julkisuuden henkilöt ovat jatkuvasti parrasvaloissa. Moniin töihin julkisuus kuuluu erottamattomana osana, mutta joillekin jatkuvan huomion kohteena oleminen voi silti olla...

632 views - 0 likes
Published 9 days ago

10 PAHINTA UHKAA, JOTKA VOISIVAT TUHOTA IHMISKUNNAN

Ville Mäkipelto

Ihmiskunta tutkii ja varautuu erilaisiin uhkiin, jotka saattaisivat vaarantaa sen olemassaolon. Uhkia meidän turvallisuudellemme tulee muun muassa avaruudesta, ihmisten omasta...

43752 views - 0 likes
Published 2 months ago

Alexander Stubb pahastuu Marja Sannikan kysymyksestä

Argumenttien Tarkistaja

Alexander Stubb oli haastateltavana Ylen Ykkösaamussa 20.12.2014. Stubb oli Marja Sannikan haastateltavana Ylen Kioskin arvovaalitentissä 7.4.2015. Stubb oli kyseisten haastattelujen...

154221 views - 0 likes
Published 3 months ago