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Sentiment Analysis

YouTube Words: Markiplier and Game Grumps, Coop Word Profile Comparison

Yesterday’s topic: Markiplier and Game Grumps Channel Word Profiles

We ended off yesterday’s post about the Markiplier and Game Grumps comparison with a few open ends and some floating hypotheses.

We made comparisons between Markiplier’s channel and the Game Grump’s channel as wholes though the structures are fairly different from one another. Markiplier’s episodes are a mixed bag of solo-plays, compilations, cooperative multiplayer playthroughs and competitive multiplayer playthroughs. The Game Grumps videos have a different case depending on which brand you’re viewing (Game Grumps, Steam Train, etc…) and also are mixed between single player, co-op multiplayer and competitive multiplayer. This shifts the balance of words used a bit because the context for vocabulary will be different.

This analysis was supposed to be about a person’s/people’s Word Profile which is affected by the setting and context in which words are uttered. Because the contexts aren’t fixed between our comparisons from yesterday, the best we are able to presume are great generalities of a person’s Word Profile.

 

4 - GG v Mark - Word Profile - Uncommon Sent Words
Figure 1 – Game Grumps vs Markiplier, Negative Sentimental Words

Continue reading “YouTube Words: Markiplier and Game Grumps, Coop Word Profile Comparison”

YouTube Words: GameGrumps Language Usage Roundup

10,000 foot view: Game Grumps And Language Use

Parachute height: Game Grumps and Language Use across Games

Picking a Target: Game Grumps and Language use on Super Mario Games

YouTube Words: Markiplier and Game Grumps Word Profile Comparison by Channel

A person’s Word Profile is unique. As you learn to speak and get used to speaking a certain way, you gravitate towards certain words more regularly than others. This profile changes depending on the context of where you are in life and how you let life affect you. In stressful situations you can choose aggressive words, in one-on-one conversations you pick words that signal your shared history with the person, when talking to a crowd of people you choose words that elicit a strong leader role, when talking to a specialized crowd of peers you pick words that only make sense to that crowd because the context is already shared amongst everyone there.

You can find out the Word Profile by finding a person’s word choice when in similar circumstances and how often those people will gravitate towards certain word. You can also go deeper into grammar structure, sentence length, topics and topicality of discussion, but there are limitations to doing this based on how I got my data through YouTube’s subtitles.

What I went looking for was the distinguishing Word Profile characteristics between the Game Grumps channel and Markiplier’s channel, both because they talk a lot through their videos and because they have a substantial collection of videos with a different cast and they have seemingly similar temperament though play primarily different games.

1 - GG v Mark - Word Profile - All

Continue reading “YouTube Words: Markiplier and Game Grumps Word Profile Comparison by Channel”

YouTube Words – Game Grumps: Language and Mario Games

These are the Game Grumps

grump heads

We’ve seen how they use language on their shows.

8 - Game Grumps - Ratio of MEan Words to All Words

We’ve seen how negative they can be with each other in competition.

17 - Game Grumps - Avg Num Negative Words per Series

Now we explore how their language while playing a game using their word profile focusing on Super Mario *.

24 - Game Grumps - Word Profile - All Words

More specifically, how positive they can be while playing a game.

26 - Game Grumps - Word Profile - Uncommon Sent Words

Because they do like playing Mario games and because they’re fun, they aren’t typically too negative on them.

29 - Game Grumps - Word Profile - Avg Sent Word Count per Epi

But there can be frustrating moments when playing a Mario games.

30 - Game Grumps - Word Profile - Avg Negative Sent Word Count Epi

And sometimes that frustration turns into magic for the viewers.

32 - Game Grumps - Word Profile - Avg Shit-Fuck Count per Epi

Or we just get sad at what we’re watching.

Good thing I typically listen, instead.

Continue reading “YouTube Words – Game Grumps: Language and Mario Games”

Youtube Words: Game Grumps – Language across Games

These are the Game Grumps

grumps

We talked about how many mean things they say in the last post

8 - Game Grumps - Ratio of MEan Words to All Words

They play a lot of games, and at roughly 10-15 minutes an episode they’ve put out a lot of episodes per game.

10 - Game Grumps - Num Episodes per Series

They don’t typically talk about the game and at 10-15 minutes of non-commentary, they’ve said a lot of things on the show.

14 - Game Grumps - Num Words per series

Not all of those things are nice things.

16 - Game Grumps - Num Negative Words for Negative avg Sent Series

And depending on the show, you’re probably not hearing something nice being said.

18 - Game Grumps - Ratio of Negative Words to Sent Words

But they do say a lot of nice things, too.

21 - Game Grumps - Ratio Kind Words to All Words

They aren’t always shit-talking.

Continue reading “Youtube Words: Game Grumps – Language across Games”

Youtube Words: Markiplier – Language Usage

 

This is a Markiplier.

Markiplier-Chins

Markiplier has a YouTube Channel.

YT screenshot 1

Markiplier knows this many words.

Markiplier - 1 - Unique Word Count

Some words are just additions of other words.

a-hole, b-street, c-sharp.

This means that Markiplier knows less words than before. (Thanks YouTube Subtitles)

Markiplier knows good words and bad words. Most of them are good words.

Markiplier - 2 - Unique Word Count, Colored By Sentiment

But Markiplier says bad words a lot.

4 - Unique, Bad Word Count

And Markiplier says meaner bad words than good ones.

Markiplier - 5 - Unique, Both Word Count1

Markiplier also knows more mean words than nice words.

6 - Unique, Both Word Count2

But that’s ok. We still enjoy Markiplier =)

Continue reading “Youtube Words: Markiplier – Language Usage”

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