Semantic contours in tracks based on emotional tags
Transcription
Semantic contours in tracks based on emotional tags
Semantic contours in tracks based on emotional tags Michael Kai Petersen, Lars Kai Hansen, and Andrius Butkus Technical University of Denmark, DTU Informatics, Building 321, DK.2800, Kgs.Lyngby, Denmark {mkp,lkh,ab}@imm.dtu.dk http://www.imm.dtu.dk Abstract. Outlining a high level cognitive approach to how we select media based on affective user preferences, we model the latent semantics of lyrics as patterns of emotional components. Using a selection of affective last.fm tags as top-down emotional buoys, we apply LSA latent semantic analysis to bottom-up represent the correlation of terms and song lyrics in a vector space that reflects the emotional context. Analyzing the resulting patterns of affective components, by comparing them against last.fm tag clouds describing the corresponding songs, we propose that it might be feasible to automatically generate affective user preferences based on song lyrics. Key words: Pattern recognition, emotions, text processing 1 Introduction Both words and music move in time, and as T.S. Elliot phrased it “only by the form, the pattern, can words or music reach”. A panoply of sensations and emotions are elicited when we listen to a song, which in turn reflect cognitive aspects of the underlying structure in both sound and lyrics. Over the past half century these aspects of musical affect have been the focus of a wide field of research ranging from how emotions arise based on the underlying harmonic and rhythmical structures forming our expectations [1-3], to how we consciously experience these patterns empathetically as contours of tensions and release [4]. Basic feelings of happiness, being sad or getting angry are not just perceived but materialize as changes in heart rate, skin conductance, respiration or blood pressure, as has been documented in numerous cognitive studies of music and emotions [5]. Applying biosensors to measure the features that underlie the various affective states, the resulting patterns appear sufficiently consistent to determine what emotions are being triggered based on the physiological changes alone [6]. But listening to songs involves not only basic elements of affect, but also higher level structures reflected in the lyrics which provide the basis for a song. To a large extent language allows us to share and describe distinct affective aspects that we extract from the continuous affective ebb and flow of emotions shaping our frame of mind. Despite the often idiosyncratic character of tags defined by 2 M.K. Petersen, L.K. Hansen, and A. Butkus hundred thousands of users in social networks like last.fm, a number of studies within the music information retrieval community indicate that users often tend to agree on the affective terms they attach to music, which can be interpreted as a simplified mood ground-truth reflecting the perceived emotional context of the music [7-8]. During the past decade advances in neuroimaging technologies enabling studies of brain activity have established that musical structure to a larger extent than previously thought is being processed in “language” areas of the brain [9], and specifically related to lyrical music some fundamental aspects appear essentially identical to those of language [10]. Neural resources between music and language appear to be shared both in syntactic sequencing and also semantic processing of patterns reflecting tension and resolution [11-13], adding support for findings of linguistic and melodic components of songs being processed in interaction [14]. Similarly there appears to be an overlap between language regions in the brain and so-called mirror neurons, which transfer sensory information of what we perceive by re-enacting them on a motor level. Mediating the inputs across audiovisual modalities, the resulting sensory-motor integrations are represented in a similar form, whether they originate from actions we observe in others, only imagine or actually enact ourselves [15-16]. This has led to the suggestion that our empathetic comprehension of underlying intentions behind actions, or the emotional states reflected in sentences and melodic phrases, are based on an imitative re-enactment of the perceived motion [17]. So if both low-level features of media and our emotional responses can be encoded in words, we hypothesize that this might allow us to define a high level cognitive model emulating how we select media based on affective user preferences. In such a model the bottom-up part would resemble cognitive component analysis [18]. Coined as a term to describe aspects of unsupervised clustering of data, the underlying algorithms approximate how our brain discovers self-organizing patterns when assembling images from lines and edges of visual objects [19], reconstructs words from the statistical regularities of phonemes in speech [20] or learn the meaning of words based on their co-occurrence within multiple contexts [21-23]. But equally important: cognitive processes involve a large amount of top-down feedback which sculpts the receptive responses of neurons on every level and vastly outnumbers the sensory inputs [24-26]. That is, the brain applies an analysis-by-synthesis approach, which combines a top-down capability to infer structure from bottom-up processing of statistical regularities in what we perceive. Our emotions are in this sense essential for maintaining a balance between cognition and perception, as core affect is an integral element in what attracts us to objects and turn what we sense into meaningful representations that can be categorized in words [27-29]. A way to emulate this approach of the human brain in relation to search of media, could be to apply unsupervised learning of features based on latent semantics, extracted from lyrics associated with songs. And combine the bottomup extracted representation with top-down aspects of attention reflecting preferred emotional structures, similar to the combinations of user generated affec- Semantic contours in tracks based on emotional tags 3 tive terms found in tag clouds in social networks like last.fm. Selecting a number of frequently used emotional last.fm tags as buoys to define a semantic plane of psychological valence and arousal dimensions, we project a number of song lyrics into this space and apply LSA latent semantic analysis [21-23], to model the correlation of texts and affective terms as vectors reflecting the emotional context of the songs. We outline in the following sections: the affective plane used for modeling emotional structure, the extraction of latent semantics from texts associated with media, an analysis of the emotional patterns, followed by a discussion of the potential in combining latent semantics and emotional components to enable personalized search of media. 2 Affective plane Drawing on standard psychological parameters for emotional assessment, affective terms are often mapped out along the two psychological dimensions of valence and arousal [30-32]. Within this 2D emotional plane the dimension of valence describes how pleasant something is along an axis going from positive to negative associated with words like happy or sad, whereas arousal captures the amount of involvement ranging from passive states like mellow and sad to active aspects of excitation as reflected in terms like angry or happy. This approach to represent emotions within an affective space framed by valence and arousal dimensions goes beyond earlier attempts to define distinct categories like Hevner’s circle of adjectives (1935). Based on responses from participants listening to musical excerpts, clusters of words were grouped into eight segments of similar adjectives covering emotions like happy, lyrical, calm, dreamy, sad, serious, tragic, angry and exciting [33]. How many different parameters are required to capture the various components in an affective space has since then been the subject of a number of studies. The results indicate that a model which provides a good fit to how people describe emotional states, can be defined based on five underlying latent variables: anger, sadness, disgust, fear and happiness [34]. In such a model these factors are not necessarily correlated with whether they are perceived as pleasant or unpleasant, as opposing aspects might often occur together even if they represent contrasting positive and negative aspects of valence. Empirical results for rating of emotional words, also indicate that certain terms e.g. synonyms for happy or anger seem to be based on one category only and are defined as either positive or negative along a single dimension. Whereas other affective terms appear more complex and appear to be combinations of more emotional categories, like despair being perceived as a mixture of sadness and anxiety, or excitement involving aspects of both happiness and surprise [35]. In any linguistic description we perceive not only the lexical meaning of words but infuse them with feelings of positive or negative valence [30], which might serve to filter what is essential and determine what becomes part of our memories [28]. Experiments using MDS multidimesional scaling to group musical excerpts according to similarity instead of word categories, indicated that the model which provides the best fit to the emotional responses seems again to be based on the 4 M.K. Petersen, L.K. Hansen, and A. Butkus two psychological dimensions of valence and arousal, but here combined with an additional third dimension capturing aspects of shape related to the degree of melodic continuity or rhythmical fragmentation in the music [36]. In a further cluster analysis of the data, the participants were found to separate the responses into two segments along the arousal dimension, meaning how energetic or laid back the music was perceived as being. The similarity judgements of musical excerpts within the two clusters in turn appeared to be divided along the fault lines of valence, essentially separating the emotional reactions into an affective plane consisting of happy, mellow, angry and sad quadrants. If we attempt to model top-down cognitive attentional aspects reflecting affective structure, tag-clouds in music social networks like last.fm provide an interesting case. The affective terms which are frequently chosen as tags by users to describe music seem to form clusters around primary moods like mellow, sad, or more agitated feelings like angry and happy. This correlation between social network tags and the specific music tracks they are associated with, has been used in the music information retrieval community to define a simplified mood ground-truth, reflecting not just the words people frequently use when describing the perceived emotional context, but also which tracks they agree on attaching these tags to [7-8]. Selecting twelve of these frequently used tags: happy, funny, sexy, romantic soft, mellow, cool angry, aggressive dark, melancholy, sad makes it possible to define an affective plane reflecting the above cognitive models of emotional responses to music, as a basis for extracting latent semantics. 3 Semantic space To generate the bottom-up part of how we cognitively extract meaning from strings of texts, LSA latent semantic analysis models comprehension from word occurrences in multiple contexts, analogous to human language acquisition [2123]. Words rarely come shrink-wrapped with a definitive meaning but are continuously modified by the context in which they are set. No matter how many examples of word usage for a verb are listed in a dictionary they remain just that: case stories which illustrate how a predicate will map onto a certain value given a specific argument. Replacing any of the surrounding words in the sentence will create yet another instantiation of the proposition, which we might again interpret differently depending on what phrases come before or after in the text. Instead of attempting to define the specific meaning of a word based on how it fits within a particular grammatical phrase structure, LSA latent semantic analysis, models the plethora of meanings a word might have by concatenating all the situations in which it appears and represent them as a single vector within Semantic contours in tracks based on emotional tags 5 in a high dimensional semantic space. Squeezing as many of the syntactic relations and senses of word usage into a single vector, makes it possible to extract statistical properties based on how often a term appears in a large number of paragraphs. And subsequently condense this representation into meaningful semantic relations constructed from an average of the different contexts in which the word is used. Initially a text corpus is constructed which allows for modeling terms as linear combinations of the multiple paragraphs and the sentences in which they occur, assembled from tens of thousands of pages of literature, poetry, wikipedia and news articles. The underlying text corpora can be thought of as resembling human memory where numerous episodes combined with lexical knowledge are encoded into strings of text. Spanned by rows of words and columns of documents, the cells of this huge term-document matrix sum up how frequently each word appears in a corresponding paragraph of text. However in a simple co-occurrence matrix any similarities between words like car and vehicle will be lost as each individual term appears only within its own horizontal row. Nor will it be obvious that a word like rock might mean something completely different depending on which of the contextual columns it appears in. The raw matrix counts of how many times a word occurs in different contexts does therefore not by itself provide a model of comprehension, as we would normally expect texts that describe the same topic to share many of the terms that are used, or imagine that words that resemble each other are also applied in a similar fashion. Most of these relations remain hidden within the matrix, because there are tens of thousands of redundant variables in the original term-document matrix obscuring the underlying semantic structure. Reducing the dimensionality of the original matrix using SVD singular value decomposition [28], the number of parameters can be diminished so we can fit synonymous words or group similar documents into a much smaller number of factors that can be represented within a semantic space. Geometrically speaking, the terms and documents in the condensed matrix derived from the SVD dimensionality reduction, can be interpreted as points in a k dimensional subspace, which enables us to calculate the degree of similarity between texts based on the dot product of their corresponding vectors. But before comparing terms or documents, the entries in the cells of the matrix need to be adjusted so they reflect how we cognitively perceive associative processes. First by replacing the raw count of how often a word appears in a text by the logarithm of that number. This will smooth the word frequency so it resembles the shape of learning curves typically found in empirical psychological conditioning experiments. Likewise the degree of association of two words both occurring in two documents will be higher than if they each appear twice separately in a text. Here a local weighting function defines how salient the word occurrence is in the corresponding document, and a global weighting function how significant its appearance is among all the contexts [37]. As a next step the word count is divided by the entropy of the term, to ensure that the term frequency will be modified by how much information the word actually adds about the context it 6 M.K. Petersen, L.K. Hansen, and A. Butkus appears in. This log-entropy weighting significantly improves the results when compared to a raw word frequency count [23]. Another way to interpret the relations between words forming a semantic neighborhood would be to think of them as nodes constituting a neural network. In such a network of nodes, resembling populations of neurons in our brains, LSA could model the strength of the links connecting one word to another. When we come across a word like ‘sad’ in a phrase, it will create a node in our short term episodic memory, which will in turn trigger neighboring nodes representing words or events that invoke similar connotations in our past memories. The strength of the connections initially based on word co-occurrence are gradually transformed into semantic relations as the links between nodes are being constrained by the limitations of our memory. As a result only those nodes which remain sufficiently activated when our attention shifts towards the next phrase will be integrated into the patterns forming our working memory. And whether these connections grow sufficiently strong for the nodes to reach a threshold level of activation necessary for being integrated in working memory, can be seen as a function of the cosine between the word vectors [38]. When we compare two terms in the LSA semantic space based on the the cosine of the angle between their vectors, values in-between 0.05 and 1 will indicate increasingly significant degrees of similarity between the words, while a negative or low value around 0 will indicate a random lack of correlation. If we for instance select the affective term sad and calculate the cosine between the angle of its vector representation and any other word in the text corpus, we can determine which other term vectors are semantically close, and in decreasing order list to what degree they share aspects reflecting the meaning of that word: 1.00 0.74 0.73 0.63 0.62 0.58 0.53 0.51 0.50 0.49 sad grief sorrow mourn sigh weep tear griev piti ala Looking at these nearest neighbors it would seem that instead of interpreting sad isolated as a single vector made from the various documents in which it appears, we might rather think of the meaning of that word as a semantic neighborhood of vectors. In this part of our LSA semantic space these nearest neighbors form a network of nodes, where each word add different aspects to the meaning depending on the strength of their associative links to sad. So if we imagine text comprehension as a process that combines the words which shape a sentence with the associations they trigger we can model this as a bottomup spreading activation process. In this network the strength of links between Semantic contours in tracks based on emotional tags 7 nodes will be defined by their weights and consequently the connections among all nodes can be mapped out in a connectivity matrix. Being exposed to an incoming word the stimulus will spread from the node generated in episodic memory, to its semantically nearest neighbors stored in long term working memory. How many of these connections grow sufficiently strong for the nodes to be integrated in long term working memory, determines whether our comprehension is reduced to an assembly line where separate words are merely glued together based on the incoming text alone. Or it will instead provide a blueprint for reconstructing a situation model, resembling an animated pin-ball machine where the associations triggered by the words bounce off walls forming an intricate maze of memories. And once reality kicks in, in terms of the constraints posed by the limited capacity of our working memory, what nodes will remain activated could be understood as proportional to the LSA cosine similarity of vectors, triggered by the words being parsed and their nearest neighbors already residing in our memories [38]. 4 Results In the next subsections we outline the structure of the LSA patterns in regards to the distribution of emotional components, compare the LSA analyses of lyrics against their corresponding last.fm tag clouds, and finally explore correlations between LSA patterns and the underlying musical structure of the songs. 4.1 Distribution of LSA components Projecting the lyrics of twenty-four songs selected from the weekly top track charts at last.fm, we compute the correlation between lyrics and the previously selected twelve affective tags used as markers in the LSA space, while discarding cosine values below a threshold of 0.09. Whereas the user-defined tags at last.fm describe a song as a whole, we aim to model the shifting contours of tension and release which evoke emotions, and therefore project each of the individual lines of the lyrics into the semantic space. Analyzing individual lines on a timescale of seconds also reflects the cognitive temporal constraints applied by our brains in general when we bind successive events into perceptual units [39]. We perceive words as successive phonemes and vowels on a scale of roughly 30 milliseconds, which are in turn integrated into larger segments with a length of approximately 3 seconds. We thus assume that lines of lyrics consisting of a few words each correspond to one of these high level perceptual units. The outputs are matrixes consisting of columns of LSA values triggered by each line in the lyrics in response to the twelve emotional tags making up the rows. Similar to an emotional space, the columns of the matrix reflect a vertical span from positive to negative valence. The upper rows in the columns correspond to active positive emotions like happy and funny followed by more passive aspects like mellow and cool towards the center of the columns. Further down the values in the columns correspond to active negative aspects like angry 8 M.K. Petersen, L.K. Hansen, and A. Butkus while the bottom rows in the matrix reflect passive negative emotions such as melancholic and sad. When the individual lines of lyrics are projected against the selected last.fm tags, it results in twelve dimensional vector values signifying affective components that are activated simultaneously rather than discrete emotions. Initially adding up the LSA values in the matrices along each row, we can plot the activation of each emotional component over the entire lyrics. Analyzing a small sample of twenty-four songs, the summed up values of LSA correlation between the individual and the last.fm affective terms appears to divide the lyrics into roughly three groups: Balanced distribution of emotions where the lyrics simultaneously trigger affective components from the outer extremes of both happy and sad. Combined with more passive positive aspects like soft it results in types of patterns as found in the songs: “21 Things i want in a lover” (Alanis Morissette), “Bleeding love” (Leona Lewis), “The Scientist” (Coldplay), “Mad world” (Gary Jules), “Nothing else matters” (Metallica), “Starlight” (Muse) and “Come away with me” (Norah Jones). (Fig.1) - or alternatively the patterns juxtapose active positive and negative elements of happy and versus angry against each other, with relatively less contribution from passive positive aspects like soft, as in the songs: “Everybody hurts” (R.E.M), “Iris” (Goo Goo Dolls), “Wonderwall” (Oasis), “Time to pretend” “Rehab” (Amy Winehouse). (Fig.2) Centered distribution of emotional components emphasizing passive positive aspects like soft mellow or cool combined with passive negative emotions close to sad, with relatively less significant contributions from active positive affective components such as happy as in the songs: “Now at last” (Feist), “My immortal” (Evanescence), “Creep” (Radiohead) and “Colorblind” (Counting Crows). (Fig.3) Uniform distribution of emotional components activated across the entire affective spectrum of valence and arousal as in the songs:“Always where i need to be” (The Kooks), “San Quentin” (Johnny Cash), “Clocks” (Coldplay), “What I’ve done” (Linkin Park), “Falling slowly” (Glenn Hansard), “Stairway to heaven” (Led Zeppelin), “Smells like teen spirit” (Nirvana) and “Such great heights” (The Postal Service)(Fig.4). 4.2 LSA emotions versus last.fm tags The tag clouds at last.fm describe a song as a whole, so in order to assess to what degree the retrieved LSA correlation values of lyrics and affective terms approximate the user-defined tags, we use the accumulated LSA values summed up over the entire lyrics as outlined in previous section. To facilitate a comparison between lyrics and the tag clouds, which my only contain a few of the selected last.fm affective terms used in the LSA analysis, we subsequently group the LSA values of closely related tags into an emotional space consisting of four soft 0.05 0 0.01 0.06 0 0.01 0 0.02 0.14 -0.1 0 0.07 0.11 0.17 -0 0.06 -0 -0.11 0.03 00.05 0.02 -0.1 0.08 0.05 -0-0.10.040 -00.140.03 -0.10.05 -0.1 soft -0.1 -0.1 -0 0 -0.1 0.01 mellow -0 0.11 0.06 0.06 0 0.07 0.11 0.06 0.08 0.04 -0.1 0.06 0.07 -0 0.15 0.07 -0 0.06-0 0.09 0.02 -0 0.04 -0 -0 -0.1 0.05 0.06 -0.1 -0.1 0.03 -0 0.05 -0 mellow -0 0.08 0.03 0.06 0.02 0.12 0.01 cool 0.02 0.03 0.05 -0 0.03 0.01 0.03 0.05 -0 0 0.01 0.02 -0.1 -0 -0 0.02 0.02 0.02 cool -0.1 0.03 -0 0.03 -0 0.06 0.01 angry 0.27 0.07 -0.1 -0.1 0.02 0.01 0.14 0.04 0.06 0.03 0.1 0.05 0.06 0.24 0.18 0.01 0 0.1 0.49 angry 0.28 0.03 -0 0.17 -0 0.07 -0 0.02 0.05 0.01 0.07 -0 dark -0 melancholy -0 The Scientist 0.12 -0 0.05 0.01 0.03 0.03 -0 funny 0.02 -0.1 -0.1 -0.1 -0 sexy -0 romantic -0.1 -0 0 0.02 -0 cool -0 0.1 0.04 -0 angry -0 aggressive -0 -0.1 0.07 0.05 0.03 0.01 -0 -0.1 0.03 0 0.04 0 0 -0 0.18 -0 -0.1 -0.1 0 0 0 -0.1 0.06 -0.1 0.04 0 0.08 0.29 0.04 -0.1 -0 -0 0.03 -0.1 -0.1 -0 -0.11 -0 -0 0.02 0.03 0.07 0 0 0.2 0.13 -0 0.07 0.08 0.04 0 -0.1 0.03 -0.1 -0.1 0 -0 0.2 -0 0.08 0.08 0.06 -0 0.06 0.08 0.08 0.2 0.08 -0 0.03 0.18 0.12 -0.1 0.04 0.01 -0.1 0.08 0.04 0.07 sad -0.1 -0 -0 -0 -0.1 0.03 0.01 0 0 -0.1 -0 0.11 0.01 -0 0 -0 0 -0 0.01 0 0.12 -0.01 -0.10 0.00 0.14 -0.10 -0.08 0.10 0.00 0.00 0.03 0.18 0.02 0.17 0.03 0 0.05 0.02 0 -0.1 -0 0.03 0.03 -0.06 0.05 -0.03 0.05 -0.04 -0.03 0.05 0.02 -0.01 -0.04 0.00 -0.02 0.01 -0.04 0 0.11 -0.1 0.14 -0.1 0.13 -0.1 0.14 0.13 0.14 0.21 -0.1 0.05 -0 0.01 0.01 0.01 0 -0.1 0.04 0.17 0.06 0.06 0.24 0.18 0.01 0.05 -0.04 0.11 -0.05 0.14 -0.05 0.13 -0.05 0 0 0.05 0 0.03 0.18 0.02 0.17 0.03 0.18 -0 -0 -0 0 -0 0.01 -0 0 0 -0 -0 -0 0 0.03 0.01 0.05 -0 0 0.01 0.01 -0 0 0.04 0.04 0.06 0.07 -0 0 0.01 0.01 -0 0 0.07 0.04 0.01 0.06 0.02 0.08 0.04 0.04 -0 0.2 0 0.03 0.01 0.02 0.04 0 0.04 -0 0.04 0.03 0.04 0.06 0.05 0.19 0.05 0.19 0.05 0.19 0.06 -0.1 0.02 0.08 -0 0.17 0.11 0.03 0.05 0.22 0.02 -0.1 0.08 -0.1 0.18 0.03 -0.1 0.11 -0.1 -0.1 0.07 0.03 0.06 0.04 -0.1 0.18 -0 0 -0.1 0.1 -0.1 0.1 -0.1 0.1 -0 0.1 0.04 0.16 0.01 -0 0.08 0.09 -0 0.03 -0 0.02 0.05 0.03 0.01 -0 -0 0.01 0.03 -0.1 0.01 -0 -0 -0 -0.1 0.04 0.12 0.12 0.08 -0 0.02 0.01 0.24 0.01 0.33 0.74 0.2 0.09 0.09 -0.1 -0.1 -0.1 0 0 0 0.12 0.12 0.08 -0 0.02 0.01 0.24 0.01 0.05 0.01 0 funny 12 1.9 0.16 24% 0 24 0 sexy 6 0.6 0.10 12% 0 12 0 romantic 8 0.8 0.10 16% 0 16 sexy 0 0.02 -0.1 0.02 0 0.03 -0 0 -0 -0 0 -0.1 -0 -0 0.05 0 0.03 0 0 0.01 0.08 0.04 0 -0.1 0.05 -0.1 0 0 -0 0.17 0.06 -0.1 0.07 0 -0 0.08 -0.2 0.3 0.08 0.05 0.02 0.12 -0.1 0.02 0.14 0.01 0.03 0.27 -0.1 0.15 0.08 0 0.17 0.15 0.3 0.08 0.05 0.02 0.12 -0.1 0.02 0.14 0.01 -0.1 0.01 2 3 4 5 6 7-0 8-0 90.0510 13 0.1 110.0412 0.02funny 0.02 14 0.0215 0.0216 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 0 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 n -0.1 sum avg % 0.13-0 0.05 0 0.07-0 0.02 0-0 -0 0.01 0 0.07-0-0 0 0.01 -0 0.03 0-0 0.04 0.07 0.07 -0 -0 -0 -0.1 -0 0 -0 0 -0 0 -0 0 -0 0 -0 0 00 00sexy 00 -00 -0-0 -0 0 0 0 0-0 0.01 0 -0.1 0 0.08 0 0-0 0.01 0 -0 0 0.01 -0 0.02 0 0.01 -0 -0 0.09 0.02 -0.1 -0 -0 -0 -0.1 0.03 0.08 -0 -0 -0.1 00 000.07-00.14-00.05-00.02-0 0 40 0 0 0 0 0 0 -0 0 0 0 0 0 0 0 0 0 10 1.4-0.1 0.1 0.14 40% happy 0.17-0 0.06-0-0 -0 0.09 0.11-00 0 0.03 0.03 0.03 -0 -0.2 0.04 0.11 0 0 0.03 0.03 0.03 -0.1 -0 0.1 -0 -0 -0 -0 -0 -0 0 -0 0 0.01 0 -0 0 0.03 0 00 -00 0.03 0 romantic 0 -00 -00 -0 -0 0 0.03 0 0 -0 -0-0 -0.1 0 0.02 0 -0 0 00 0-0 0.03 0 0.09 0 -0 0 -0 0 -0 > 0.25 0 0.03 -0 -0 0 -0 -0 0.01 0.05 -0 0.01 0.02 -0 -00.05 00.02 00.01-0-0 0-0 -0 funny 0 0 -0 0 0 0 -0 0 0 0 0 -0 0 0 0 -0 0 0 0 -0 -0 > 0.25 0 16 4 0.2 0.25 0.7-0.1 0.12 0.17 16%-0 0.07 00.16 funny 0.13 0.03 0.1 0.06 0.18 -0 0.07 -0 0.1 0.11 0.03 -0.1 -0.1 0.03 0.03 -0.1 0.2 0.25 -0.1 0.12 -0.1 0.01 -0.1 0 -00 -0 0 -0.1 0 -0 0 -0 0 -0.1 0 -0 0 -0.1 0 -0 0 -0 0 -0 -0 -0 -0 -0 -0 0 0 -0 0 0 -0 -0 0 0 00 0.04 0 0-0 0-0 -0-0 0.1 0 0.11 0 -0 0 -0 0 -0 -0 -0 -0 -0 0.25 0.02 0 0.04 0.02 0 0.03 0.1 0.18 0.02 -0 0.01 -0 0 0.02 0.04 0.03 -0.1 -0.1 soft -0 0 0 sexy 0 -0 0 -0 0 0 -0 0 0 -0 0 0 0 0 0 0 -0 -0 0.25 0 16 4 0.5 0.11 16% sexy 0.06 0 0.06 0 0.02 -0-0 -0 0.03 -0 -0.1 0.03 0.07 -0 0.09 0.05 -0 -0.1 -0.1 0.04 0.02 0.06 0.06 0.02 -0 0.03 -0.1 0.03 0.06 0.06 0.06 0 0.03 0 -00 -0 0 0.04 0 -0 -0 0 0.01 0-0 00.07 00.05 0-0.1 0-0 00.07 00.05 00.07 00.02 0 0 0.06 0 0-0 -0 0.23 0.04 romantic 0.01 0.01 0 -0.1 00 -0 0 00 -0 -0 0.01 0.01 -0 0 -0 0.01 0.01 0.01 mellow 004 0 0 -0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0 0 0 0 0 -0 -0 -0 -0 -0 -0 -0 0 0.23 0 1 0.2 0.17 4% romantic -0 -00.05-00.06 00.03 0 0 0-0.1 00 0-0.1 0 0.05 0 0.06 0 0.02 00 0-0 00 00 0.03 0.01 -0 -0.1 -0 -0 0.05 0.06 0.02 0 -0 0 0 0.03 -0 0 -0 0 -0 0 -0 0 -0 0 -00 0.05 0 -00 -0.1 0 -0.1 0cool 0 -0 0 0-0 0.04 0 -0.1 0 0.07 0 -0 0.21 -0 0.04 0.06 -0.1 -0 -0.1 0.01 -0 0.03 0.08 -0.1 -0.1 0.06 0.04 -0.1 -0.1 0 0 0 0 0 0 0 -0 -0 -0 0 0 0 0 0 0 0 -0 0 0 soft 0 0 0 -0 0 0 0 0 0 0 0 0 0 -0 0 -0 0 0 0.21 0 0 0.0 0.00 0% 0.08 -0.2 -0.1 -0 0.04 0.03 0.03 -0.1 -0.1 soft -0 0.08 -0 0.03 -0 0.06 0.03 -0.1 0.27 0.22 0.24 0.05 -0.1 0.11 0.01 0.01 -0.1 -0 0.08 -0 0.03 -0 0.06 0.03 -0.1 -0 -0.1 0 00 0.18 0 0.13 0 -0 0 0.07 0 -0 0 -0 0 0.04 0 -0 0.19 0.07 -0.1mellow -0.1 0.04 0.01 -0 0.06 -0 -0.1 -0 -0.2 -0.1 -0.1 -0.1 0.04angry 0.04 0.04 -0 0 0 0 0 0 0 0 0 0 0 -0 0 0 0 0 0 -0 0 00 -0 -0 -0 0 0 -0 -0 0 0 0 0 0 0 0 0 0 0 0 -0 0 0 0 0 0 0 0 0 0 -0 0 0 -0 0 0 -0 0 0.19 0 16 4 0.5 0.12 16% -0.1 -0 -0 -0.1 -0.1 0.06 0.01 -0 mellow 0.02 0.04 -0 -0.1 -0 0 0.01 0 -0 0 -0 0.03 0.03 0.08 -0.1 -0.1 0.04 -0 -0 -0.1 -0 -0 0 -0 0.01 0 0 -0 -0 -0.1 -0 0 0.05 0 -0 0 -0 0 -0.1 0 -0 -0 0 -0 0 -0 0 -0 0 -0-0 0.02 0 -0 0 0 0 -0 0.17 -0.1 0.11 0.14 -0.1 -0.1 0.01 0.08 0.07 -0.1 -0 -0.1 -0 -0 0.11 0.13aggressive 0.01 -0.1 -0.1 -0.1 -0.1 -0 0 0 -0 -0 0 -0 0 -0 0 -0 -0 0 0 0 0 -0 -0 0 -0 0 -0 0 0 cool 0 0 0 -0 0 0 0 0 -0 0 0 0 -0 -0 -0 0 0 0 0.17 0 0 0 0.0 0.00 0% cool 0.05 0 0.04 0 0.03 0.08 0.03 0.07 0.05 0.07 0.08 0.06 0.03 0.07 0 -0 0 0 0 -0 -0 0 0 0 0 0 0 0 0 0dark 0 00.13 00.05 00.13-0 0 00.05-00.05 00.06-00.07 00.02-0 0 0.06 0 -0 0 -00 0-0 -0.1 0 0-0 -0 0 0.08 0 0.02 0 00 0.02 0 0.05 0 0.04 0 0.03 0 -0 0 -0 0 -0 0 -0 0.15 angry -0 0 -0 0 0 0 0 0 0 0 0 -0 -0 0 0 -0 -0 -0 0 0 0 0.15 0 20 5 1.2 0.23 20% angry 0.07-00.09 00.02 0-0.1 0 0.06-0 0.25 0 0.12 0 0.03 0 0.08 0.12 0 0.08 0 0.15 0-0 00 -0-0 0.06 -0 -0 -0.1 0.13 -0 -0.1 -0 0.05 0.03 0.09 0.08 0.12 -0 0.08 0.15 -0 0 0 -0 -0 0.06 -0 0.01 -0 0 0 -0 -0 -0 -0 -0 -0 0 -0 -0 0 -0 0 -0 -0 0 0 0 0 0 0 0 0 -0 0 -0 0 0 0 0 0 -0 0.13 melancholy aggressive -0 -0 0 0 -0 0 -0 0 0 -0 0 0 -0 -0 -0 -0 -0 -0 -0 -0 -0 0.13 0 8 2 0.2 0.10 8% aggressive 0.04 -0 -0.1 -0.1 0.05 0.06 0.09 -0 0 0.23 0.13 0.07 0.02 0.02 0 0.14 -0 0.36 0.44 0.19 0.1 0.07 -0 0.04 0.02 0 0.23 0.13 0.07 0.02 0.02 0 0.14 -0 0.01 -0 sad 0 0 0 -0 -0 0 -0 0 0 0 0 -0 -0 0 0 0 0 0 0 -0 0 0 0 -0 0 0 0 0 0 0 0 0 0 -0 0 0 0 -0 -0 0 0 0 0 0 0 -0 0 0 0 -0 0.11 0 0 0 dark 0 0 0 -0 0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0.11 0 8 5 0 0 -0 soft -0 -0 -0 6 0 7 8 0 -0 -0 1 10 9 0 -0 -0 0 -0 -0 0 melancholy 0 0 0 -0 0 Mu 0 00 00 -00 00 00 -0 0 00 00 -00 00 00 0-0 -0-0 0 0 -0-0 0-0 00.09 016 -0 0 023 0 024 0 025 0 026 0 027 0 028 0 0 29 0-0-0 < 00.09 -0 15 0 00 017 0018 0019 -0 020 0021 022 5 6 8 9 0 7 0 love 0 0 bleeding 3 0 0 0 -0 dark 2 0 0.03 0.03 -0 The Scientist melancholy -0 1 -0.1 0.07 0.04 -0 0.02 0.01 % 28% 0 -0 0 avg 0.20 0 0.09 0.03 -0 Mad World sum 2.8 4 funny 0 0 0 n 14 3 0 0 0 0.06 0.10 0.02 0.05 0.22 0.02 -0.07 0.08 -0.06 0.00 -0.07 0.10 -0.06 0.10 -0.07 happy 2 0 -0 0.08 -0.13 -0.03 0.11 -0.01 -0.03 0.20 0.04 0.06 0.05 0.19 0.05 0.19 0.05 0 0 -0 -0 happy -0 -0 -0 -0 0.01 0.01 -0.1 -0 0 0.1 0 1 0 -0 -0 0 0.08 0.07 -0.01 -0.10 0.03 0.01 0.00 0.04 0.06 0.07 -0.02 0.00 0.01 0.01 -0.02 0 -0.2 -0.2 0.04 0.03 0.08 0.03 -0happy -0.1 0.02 -0 -0 -0 -0 -0 0.05 0.01 0.01 -0.06 0.03 -0.03 -0.03 0.03 0.01 0.05 -0.01 0.00 0.01 0.01 -0.01 0 0.05 0 0.05 -0 -0 0 0.01 0 Gary Jules 0.03 0.02 0.11 -0 0-0 0.08 0.08 0.13 0.08 0.03 0.04 0.04 0.06 0.06 0.06 0.06 4 0.2 0.10 8% 0 0 0 0 0 0 0 08 0 2 0.4 0.19 8% 0 -0 0 -0 0 -0 6n 0 0sum -0 -024% 0 0 avg %0 -0 24 1.00 -00.17 sad -0.2 -0.1 0.75AVERAGE 0.75 0.75 -0.10 0.75 70.75 0.75 0.7 -0.10 0.75 0.10 24% 24.14 happy 3 0.5 0.13 13% 0 -0.1 -0 0.13 0.13 0.13 -0.03 0.13 40.13 0.13 0.7 -0.03 0.13 0.16 14% 13.79 funny 00 0 00 -0 Gary Jules Mad World -0.11 0 0 dark 0 0 0 melancholy 2 0 -0 0 -0 -0 0 -0 -0 0 0 0 0 -0 0 0 0 -0 0 0 0 0 0 -0 0 0 -0 0 0 -0cool 0.02 -0 0 00 0.8 -0 angry 0.09 -0 aggressive 0.02 0.05 0.09 0.04 0 Mu No h on Metallica C m Aw Nothing Else Matters W -0 -0 0 0 0 -0 -0 0 0 0 -0 -0 0.14 0 0 0 0.100 -0 0 0 0 -0 -0 0 0 -0 6 4 0 -0 0 0 0 0 0 0 0 0 0 0 0 0 aggressive -0 0 0 -0 -0 -0 6 angry 0 -0 M 0 0 0 0 0 0 0 0 0 0 0 0 -0 0 0 0.11 0 0 0 0.200 0 0.22 12 2.62 12 13 2.62 13 14 2.62 14 1.66 0 0.10 0.22 0.22 1 1.24 1.52 1.52 1 1.28 1.28 1.28 1 0.86 0.86 0.86 1 0.81 0.81 0.91 2 0.57 0.57 0 0.00 0.00 4 0.14 0.14 4 1.78 1.90 9 1.84 1.84 11 0 16 2.78 16 1.66 2.10 2.23 2.39 0.26 0.13 0.26 0.17 12 0 -0 0 -0 0 -0 15 2.78 15 0 0 13 0 0 0 14 15 17 2.78 17 2.78 16 0 0 0 0 1.82 1.82 1.82 1.82 1.82 1.82 1.41 1.41 1.57 1.57 1.57 1.57 0.10 0.99 0.99 1.10 1.25 1.25 1.25 1.00 1.00 1.00 1.22 1.22 1.06 1.20 1.20 1.20 1.30 0.00 0.00 0.21 0.19 0.00 0.14 0.14 0 0 0.81 0.81 0.81 0.00 0.00 0.00 0.14 0 1.90 1.84 0 0 -0 0 0.19 0 0 0 -0 0 -0 0.13 -0 0 -0 -0 -0 0.12 -0 0.14 0 1.90 1.84 0 -0 -0 0 0.15 -0 0.32 0.99 0 -0 -0 0 2.96 0.32 1.28 0 -0 -0 0.32 2.78 1.66 0 -0 0 0 0 0 0.15 0 0 0 0 0 0 -0 -0 -0 0 0 -0 0 0 -0 -0 -0 0 -0 0.32 3.07 3.21 0.20 0.77 0.24 0.32 0.32 0.13 3.21 3.21 3.21 0.32 0.32 0.12 0.32 3.21 3.21 3.21 3.21 3.21 0.26 0.13 0.26 0.17 0.32 0.32 0.32 0.48 0.48 0.48 0.48 0.00 0.48 0.00 0.48 0.00 0.48 0.00 0.480.000.480.000.48 0.00 0.10 1.90 1.90 1.90 2.01 2.01 2.01 0.48 0.48 0.48 0 romantic 0 0 0 -0 0.12 0 0 0.48 0.48 0 -0 1.90 1.90 1.90 1.90 1.90 1.90 1.90 1.90 1.84 1.84 1.84 0.22 2.01 2.01 2.01 0 1.90 0 -0 0 0 1.90 1.90 1.90 2.01 2.01 0 2.01 0.00 -0 0.00 -0 0.00 0 -0 0.25 -0 -0 -0 -0 0 -00.000 0.00 -0 0.00 -0 0.00 -0 -0 soft 2.01 2.01 0 -0 -0 0 0 0 0 0 -0 -0 0 -0 -0 2.01 0.19 0.19 0 -0 mellow -0 0 0.28 0 -00.00-0 0.100.23 0 0.10 -0 0.19 -0 -0 0 -00.19 0 -0 0.61 0 -0 -0 -0 -0 0.30 0 -0 -0 0 0 0.15 0.19 0 0.15 0 -0 0 0 -0 0 0.32 0 1.19 0 0 0.47 0 1.19 0 3.21 3.21 3.21 3.21 3.21 0.32 0.10 0.32 0.32 0.32 0.32 3.21 3.21 3.21 3.21 3.21 3.21 3.21 3.21 3.21 3.21 3.21 0.00 0.00 0.15 NaN 0.27 0.25 0.27 0.63 0.74 0.17 0.85 0.32 0.85 0.85 0.11 0.98 1.11 0.32 0.32 0.00 0.32 0.32 0.00 0.320.00 0.320.150.320.330.320.330.320.330.320.330.320.520.320.71 0.10 0.00 NaN 0.18 0.23 0 15 16 17 18 1.65 1.82 1.82 1.82 1.82 1.82 1.82 2.02 2.79 2.79 2.79 2.79 2.79 2.79 3.06 3.18 3.45 3.62 0.44 0.11 0.44 0.61 0.87 0.87 0.43 0.16 0.87 0.87 0.87 0.10 0.11 0.87 0.99 0.99 0.14 1.12 1.12 1.34 1.44 1.44 1.44 1.44 0.12 1.44 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.32 0.32 0.19 0.32 0.41 0.41 0.60 0.60 0.12 0.60 0.60 0.19 0.60 0.60 0.60 0.60 0.19 0.60 0.60 0.12 0.64 1.82 18 3.62 3.62 0.1 3.62 3.62 happy 3.62 1.55 1.55 0.10 0.11 0.60 0.00 0.00melancholy 0.00 0.00 0.00 0.00 0.00 0 0 0 0 0 0.84 0.84 0.84 0.00 0 0.00 0.00 0.00 0.00 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 0.13 0.13 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.36 0.36 0.36 0.36 0.36 0.36 0.47 0.47 0.60 0.60 0.60 0.60 0 0.60 0.60 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.86 0.86 0.86 0.86 0.95 0.95 1.07 1.07 1.22 1.68 1.68 1.68 1.68 1.68 1.68 1.91 2.04 2.04 60 80 100 dark 3.35 0.09 0.58 0.58 3.47 3.47 0.32 0.45 2.79 2.79 2.20 2.31 2.45 2.45 2.45 2.45 sexy 3.83 soft 4.17 0 cool 3.62 25.64 4.03 4.15 4.15 4.15 4.15 4.57 4.57 4.69 4.69 aggressive 12.82 2.63 2.63 2.79 2.79 melancholy 25.64 0.73 3.60 0.45 0.73 3.86 0.45 6.90 3.91 3.91 4.10 4.10 4.10 4.10 4.10 4.10 3.58 3.58 3.77 3.77 3.77 3.77 3.77 3.77 6.47 6.85 6.85 6.85 6.85 6.85 AVERAGE 0.29 6.90 7.27MAX 7.27 7.27 7.27 7.27 0.75 1.02 1.02 0 1.02 1.02 1.02 1.02 1.02 1.02 1.02 1.02 1.02 1.02 1.02 1.02 1.02 1.02 1.02 1.02 1.02 1.02 1.00 1.00 1.10 1.10 1.10 1.10 1.28 1.28 1.28 1.28 1.46 1.46 1.46 1.46 1.64 1.64 1.64 1.64 1.64 1.64 1.64 0.68 0.68 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 3.14 0.20 3.45 3.45 3.45 3.77 3.77 3.89 3.89 4.16 4.43 4.70 4.70 4.98 5.25 5.52 5.52 5.79 5.79 5.79 5.79 5.79 5.79 7.16 7.16 7.28 7.28 7.90 8.53 9.15 9.15 9.77 10.39 11.01 11.01 11.63 11.63 11.63 11.63 11.63 11.63 1.2078 0 10% 10.26 6.39 6.54 6.54 6.54 21% 20.51 26% 25.64 38% 38.46 1.4 0.14 20% 2.413 3.620 16 17 18 sad 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 2.42 2.42 2.42 2.42 2.42 2.42 2.74 2.74 2.85 2.85 SUM 2.85 2.85 2.85 2.85 0.67 0.67 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.23 1.23 1.23 1.23 0.201 1.23 2.85 42 43 44 45 46 47 48 49 50 2.85 2.85 2.85 2.85 2.85 2.85 2.85 2.85 2.85 2.85 2.85 2.85 2.85 2.85 2.85 2.85 2.85 2.85 2.85 2.85 0.403 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 1.54 1.54 1.54 1.54 romantic 0.61 0.61 0.82 0.93 0.93 1.13 1.13 1.13 1.13 1.13 1.13 1.23 1.23 1.51 1.51 1.77 2.26 2.26 2.26 2.26 % 2.26 PRESENCE 0.52 0.66 0.74 0.74 0.9 0.77 0.77 0.87 1.01 1.01 1.39 1.39 1.39 1.54 1.54 1.54 1.54 1.54 1.54 1.54 0.76 0.76 0.76 0.76 0.95 1.34 1.34 1.34 1.58 1.58 1.58 1.58 0.14 1.58 1.58 1.58 0.66 0.66 0.66 0.98 0.14 0.09 0.98 1.18 1.28 1.28 1.28 1.28 1.28 1.41 1.41 1.54 0.09 1.74 0.72 0.72 0.72 0.72 0.72 0.72 0.91 0.91 0.91 0.91 1.10 1.10 1.10 1.10 1.10 1.25 1.25 1.25 2.6505 1.25 1.25 1.25 0.7 0.42 0.42 0.42 0.18 0.42 0.42 0.63 0.82 0.82 0.82 0.18 0.82 0.82 0.82 0.82 1.01 1.18 1.18 0.18 1.35 1.57 1.57 1.57 0.18 1.57 1.57 1.79 1.79 1.79 1.79 1.79 angry 0.11 0.11 0.11 0.12 0.22 0.11 0.11 0.11 0.11 0.11 0.22 0.11 0.11 0.11 0.11 0.23 0.23 0.23 0.18 0.22 0.23 0.33 0.33 0.33 0.12 0.22 0.33 0.33 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.53 0.53 0.53 0.53 0.53 0.18 0.53 0.53 0.12 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.72 0.72 0.72 0.72 0.72 0.11 0.72 0.17 0.72 0.72 0.93 0.93 0.93 0.11 0.93 0.16 1.21 1.21 1.21 1.44 1.44 1.44 1.44 1.44 1.44 1.44 0.85 1.00 1.19 0.18 1.34 0.12 1.45 1.45 1.45 0.18 1.45 1.45 0.18 1.45 0.12 1.45 2.35 2.35 2.35 2.35 2.35 2.50 2.69 0.12 2.84 0.15 0.16 0.44 0.17 1.58 3.0922 1.58 1.58 1.58 soft 0.13 0.8 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.95 1.95 1.95 2.11 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 0.89 0.89 0.89 0.89 1.00 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 1.13 0.74 0.74 0.74 1.00 1.00 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.12 1.12 1.12 1.12 1.12 1.12 1.12 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 1.23 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.37 0.46 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.68 0.68 0.81 0.81 1.16 1.16 1.16 1.26 1.37 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.20 1.20 1.20 1.20 1.32 1.32 1.32 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.45 2.91 2.91 2.91 3.27 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 3.62 0 2.78 2.78 2.78 2.78 2.78 2.78 2.78 2.78 2.78 2.78 2.78 2.78 2.78 1.48 1.48 1.48 1.67 1.67 1.67 1.67 1.67 1.67 1.67 1.67 1.67 1.67 1.67 1.67 sad 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.53 0.66 0.66 0.66 0.66 0.66 0.66 0.66 0.66 1.22 2.4879 1.22 1.22 1.4301.43 1.43 1.43 1.43 1.43 1.43 1.43 0.6 0.43 0.43 0.43 0.43 0.43 aggressive 2.2087 0.22 0.52 0.74 0.76 0.25 0.53 0.53 dark 0.5 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.35 0.53 0.35 0.53 0.35 0.53 0.45 1.44 1.440.111.440.171.44 1.44 melancholy 0.00 1.44 0.00 1.44 0.00 1.44 0.00 1.44 0.00 1.44 0.15 1.44 0.15 1.44 0.15 1.44 0.15 1.44 0.27 1.44 0.27 1.44 0.27 1.44 0.40 0.53 2.95 0.18 2.950.122.95 0.53 1.7670 2.95 0.4 2.950.182.95 0.16 2.95 0.30 2.95 0.30 2.95 0.30 2.95 0.70 2.95 0.87 2.95 1.14 2.95 1.14 2.95 1.50 2.95 1.84 2.95 1.84 2.95 1.84 2.95 1.84 sad 0.16 0.44 0.17 0.3 1.3252 0.2 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 350.8835 36 37 38 39 40 41 0.72 0.72 0.82 0.94 0.94 0.94 1.36 1.52 1.52 1.62 1.73 1.73 1.73 1.87 1.87 1.87 1.87 1.87 1.87 1.87 1.99 1.99 2.08 2.20 2.20 0.49 0.68 0.68 0.68 0.68 0.68 0.68 0.68 0.87 0.87 0.87 0.87 0.87 0.99 0.99 1.17 1.17 1.17 1.17 1.36 1.36 1.48 1.48 1.48 1.48 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.27 0.27 0.27 0.27 0.27 0.27 0.39 0.39 0.39 0.39 0.39 0.39 0.39 0.39 0.39 0.39 0.39 0.39 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.21 0.21 0.35 0.45 0.45 0.45 0.65 0.65 0.65 0.80 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.98 0.98 1.13 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.36 0.54 0.54 0.54 0.54 0.54 0.54 0.54 0.72 0.72 0.72 0.72 0.72 0.72 0.72 0.90 0.90 0.90 0.90 1.08 1.08 1.08 1.08 1.08 0.74 0.96 0.96 0.96 0.96 0.96 0.96 0.96 1.18 1.18 1.18 1.18 1.18 1.18 1.36 1.58 1.58 1.58 1.70 1.92 1.92 1.92 1.92 1.92 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.47 0.47 0.59 0.59 0.59 0.59 0.59 0.59 0.59 0.59 0.59 0.59 0.33 0.33 0.33 0.33 0.45 0.62 0.62 0.62 0.62 0.62 0.62 0.73 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.18 0.18 0.36 0.47 0.47 0.47 0.65 0.65 0.65 0.83 0.95 0.95 0.95 0.95 0.95 0.95 0.95 0.95 0.95 0.95 1.07 1.07 0.74 0.74 0.89 1.05 1.05 1.05 1.49 1.66 1.66 1.80 1.97 1.97 1.97 2.10 2.10 2.10 2.10 2.10 2.10 2.10 2.27 2.27 0.4417 0 42 43 44 45 46 47 48 49 50 happy 0.00 0.00 0.00 0.00 sexy 1.26 1.26 1.26 1.26 soft cool 2.14 2.14 2.14 2.14 aggressive 0.59 0.59 0.59 0.59 melancholy 0.00 0.00 0.00 0.00 0.00 1.08 1.08 1.08 1.08 1.26 1.92 1.92 1.92 1.92 2.14 0.59 0.59 0.59 0.59 0.59 0.89 1.7771 1.00 1.18 1.18 1.18 1.18 1.18 1.18 1.18 1.24 1.36 1.36 1.54 1.54 1.54 1.54 1.54 2.41 2.58 2.58 2.58 3.02 1.4216 3.18 3.18 3.18 3.18 2.1325 1.36 1.0662 0.7108 0.66 0.66 0.66 0.66 0.66 0.66 AVERAGE 0.17 1.43 1.43MAX 1.43 1.43 1.43 1.43 0.44 funny 0.00 0.00 0.00 romantic 1.26 1.26 1.26 mellow angry 2.14 2.14 2.14 dark 0.59 0.59 0.59 sad 0.00 0.00 0.00 0.00 1.26 1.26 1.26 1.26 2.14 2.14 2.14 2.14 0.59 0.59 0.59 0.59 1.18 1.18 1.18 1.18 1.18 1.18 1.18 1.18 1.54 1.54 1.54 1.54 1.54 1.54 1.54 1.54 1.54 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 1.13 1.13 1.13 1.13 1.13 1.13 AVERAGE 0.21 2.26 2.26MAX 2.26 2.26 2.26 2.26 0.98 1.13 1.77 0.1 2.20 2.63 cool AVERAGE 0.93 funny sexy happy 0.66 0.89 0.89 romantic funny 0.74 0.74 0.74 happy soft sexy 0.76 0.76 0.76 1.12 1.12 funny mellow romantic 0.25 0.25 0.25 sexy 0.25 0.25 cool soft 0.45 0.45 0.45 0.68 0.68 romantic angry mellow 0.40aggressive 0.70 0.92 soft 0.92 0.92 cool 1.84 2.42 mellow 2.91 dark 2.91 2.91 angry cool melancholy aggressive angry sad dark aggressive melancholy dark sad melancholy 1.74 1.74 1.74 mellow 0.21 1.74 1.74 0.14 0.09 0 1.0612 2.1225 0.151 happy 0.09 2% sad 17 12 2.9 1.6 0.17 0.13 34% 24% AVERAGE 10 1.5 0.13 20% happy n 11 dark melancholy 0 0 -0 0 -0 funny M 3.1837 sad 0 0 0.00 0.26 0.84 0.84 0.00 0.00 8.595 0.84 0.26 0.26 0.00 0.26 1.22 1.22 1.22 1.22 1.22 1.22 2.04 2.04 2.04 2.18 2.18 2.18 1.5 3% 0.21 0.0 0.00 0 0% 11% 11.11 0 0% 2 0.3 0.13 9 11 1 1.2 2.2 0.14 0.20 2 0.11 45.45 47.73 54.55 52.27 52.27 11.36 20.45 11.36 54.55 52.27 0.84 0.20 27% 0.00 12.892 0.26 2 % 31% 30.56 6% 5.556 0 0 sad AVERAGE 6% 5.556 25 25% 31% 30.56 3 0.13 17% SUM 0 20 0 0.5 33.33 40 60 80 1.0 1.5 2.0 % 100 2.5 PRESENCE % M 22.22 14.81 22.22 1.0 2.778 PRESENCE % happy funny happy sexy funny romantic sexy soft romantic mellow soft cool mellow angry cool aggressive angry dark aggressive melancholy dark sad melancholy sad 6 19% 19.44 39% 38.89 happy funny sexy romantic soft mellow cool angry aggressive dark melancholy sad 0 20 40 60 80 100 1.22 2.18 % % M 1.206 2.412 0.339 3.618 0.679 AVERAGE% PRESENCE % happy funny happy sexy funny romantic sexy soft romantic mellow soft cool mellow angry cool aggressive angry dark aggressive melancholy dark sad melancholy sad 0.302 0.84 0.26 0.18 0.8 0.09 0.00 avg 2.0 9 SUM 2.4 0.22 31% 30.56 0 0 dark 0 dark melancholy 0 melancholy sad 0 sum 11 24 4 < 0.09 SUM funny happy 0 sexy funny 0 romantic sexy 0 romantic soft soft 0 mellow mellow 0 cool cool 34 angry angry 0 -0 0.84 7 4.297 M 1.13 2.26 AVERAGE 0 0 2 0 2 0.13 aggressive 0 aggressive 0.15 0 0.190 -0 0.190 -0 0 0.164 0.329 0 10 20 30 AVERAGE 40 50 60 70 80 90 100 0 10 20 30 40 50 60 70 80 90 100 PRESENCE % PRESENCE % happy 0.1 0.00 sum0.10 avg 0.10 % 12.9 0.68 43% 43.18 4.0 0.16 57% 56.82 AVERAGE sexy happy romantic funny soft sexy mellow romantic cool soft angry mellow aggressive cool dark angry melancholy aggressive sad dark melancholy 15 1.97 0.40 0.64 7.27 18% 17.95 0.68 0.68 0.68 0.68 0.00 28% 28.21 0.40 0.66 0.21 6.85 0.00 0.00 0.64 0.00 0.64 0.00 0.820.000.820.00 0.64 0.64 0.82 0.00 0.82 0.00 1.00 0.40 0.76 0.13 1.58 3.54 6.47 0.40 0.72 3.99 3.54 3.40 0.40 0.66 0.86 3.99 1.39 3.72 0.40 0.76 3.54 0.86 6.53 0.40 0.64 3.99 6.08 0.40 0.72 3.54 0.95 3.21 0.40 0.66 3.54 0.73 3.54 0.40 0.76 3.99 0.59 6.16 0.40 0.64 3.54 0.73 3.99 0.59 5.70 0.40 0.58 3.35 0.73 3.99 0.45 3.35 14 happy 0.73 3.86 0.45 3.16 0.67 0 0.73 3.73 2.98 0.40 0.46 0.09 0.15 0.46 2.41 0.40 0.76 0.17 3.22 0.09 0.31 0.64 0.13 0.46 2.60 2.79 2.79 funny romantic 4.54 4.92 5.31 5.31 mellow 5.06 5.43 5.79 5.79 angry 2.98 3.17 3.35 3.35 dark 2.64 sad2.83 3.02 3.02 2.22 0.31 0.58 0.16 3.09 0.09 2.22 0.20 0.33 0.14 0.15 0.46 3.09 0.00 2.22 0.20 0.76 0.53 0.34 3.09 0.00 2.22 0.20 0.64 2.35 0.09 2.98 0.00 2.05 0.20 0.58 1.58 0.09 2.87 0.00 0.20 0.33 1.74 1.54 0.09 happy 38.46 1.90 1 aggressive 0 0.09 8 0.09 0.09 1.50.09 0.18 30% 29.63 0.09 0.09 0.09 8 1.4 0.18 30% 29.63 0.00 0.00 0.00 0.00 0.00 0.00 11 3.6 0.33 41% 40.74 0.84 0.00 0.20 0.64 sad 0.84 0.00 0.20 0.58 sad 0.84 0.84 0.00 0.20 0.20 0 0.09 0.84 0.20 0.76 0.76 0.14 < 0.09 0 0.00 0.98 happy funny sexy romantic 0.24 0.61 0.61 1.54 0.43 1.54 0.43 1.54 0.43 1.54 0.43 1.54AVERAGE 1.54 0.61 1.54 0.61 1.54 0.61 1.54 0.61 1.54 1.54 0.61 1.54 0.21 soft mellow 0.25 0.92 1.58 0.47 1.58 0.47 1.58 0.47 1.58 0.77 1.58 0.92 1.58 0.92 1.58MAX 1.58 1.08 1.58 1.23 1.58 1.23 1.58 1.23 1.58 cool angry happy funny 0.77 aggressive dark 0.00 0.16 0.16 0.28 0.28 1.74 0.00 1.74 1.74 1.74 0.16 1.74 0.16 1.74 0.16 1.74 1.74 1.74 0.38 1.74 0.52 1.74 0.52 1.74 sexy romantic melancholy sadmellow soft 0.00 1.25 0.00 1.25 0.00 1.25 0.00 1.25 0.29 1.25 0.29 1.25 0.29 1.25 0.29 1.25 0.55 1.25 0.55 1.25 0.74 1.25 0.74 1.25 cool angry 0.10 0.23 0.66 1.79 0.23 1.79 0.23 1.79 1.79 0.23 1.79 0.35 1.79 0.50 1.79 0.66 1.79 1.79 0.66 1.79 0.66 1.79 0.66 1.79 aggressive dark 0.18 melancholy sad 0.00 0.43 0.00 0.43 0.00 0.43 0.00 0.43 0.00 0.43 0.14 0.43 0.14 0.43 0.14 0.43 0.14 0.43 0.14 0.43 0.14 0.43 0.14 0.43 0.09 0.73 0.00 0.60 0.00 0.60 0.00 0.60 0.00 0.60 0.00 0.60 0.00 0.60 0.00 0.60 0.00 0.60 0.00 0.60 0.11 0.60 0.11 0.60 0.20 0.60 0.20 0.19 0.60 0.00 0.00 0 0.00 40 0.60 0.60 sexy 0.60 0.09 0.00 0.73 42 43 44 45 46 47 48 49 50 0.00 1.55 0.10 1.55 0.10 1.55 0.10 1.55 0.10 1.55 0.10 1.55 0.29 1.55 0.29 1.55 0.29 1.55 0.29 1.55 0.52 1.55 0.52 1.76 0.09 0.09 0.09 dark 0.00 20 4 5 44 6 45 7 8 9 10 11 12 42 43 46 47 48 49 50 13 1.55 1.55 1.55 0.00 1.55 1.0 funny 0.43 00.16 0.67 dark 0.09 0.09 0 0.09 0.73 2.48 2% 0.15 29.63 8 0.67 0.67 1.20.77 0.15 0.77 0.77 30% 0.77 5 2.01 2.01 0.62.13 0.11 19% 18.52 2.13 2.13 2.13 0.67angry 0.67 0.67 melancholy 0.00 0.00 0.00 0.47 angry 0.09 0.00 0 0.00 3.62 0.00 3.62 0.00 3.62 0.00 3.62 0.25 3.62 0.25 3.62 0.25 3.62 0.43 3.62 0.75 3.62 0.75 3.62 0.86 3.62 0.86 3.62 0.86 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 cool 1.35 aggressive 1.45 1.56 1.56 1.56 aggressive 0.11 0.49 happysexy 1 2 3 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 14 0.44 0.10 0.13 0 1.35 1.35 1.35 0.09 0.00 happy 3.21 0.27 0.15 0.47 0.470 0.47 1.35 0.27 0.00 3.0153 sexy sexy funny 0.09 0.11 0.56 0.17 0.27 0.270 0.27 0.47 0.09 0.00 SUM 0.1 0.0 0.27 0.27 0.00 0.00 0.31 mellow 1.38 0.11 0 0.47 0.00 0.09 0.31 0.6 0.24 0.240.000.24 0.00 0.24 0.00 0.24 0.00 0.24 0.00 0.240.00 0.24 0.00 0.24 0.00 0.24 0.00 0.24 0.00 0.240.00 0.00 0.00 0.00 0.000.000.24 0.000.000.24 0.00 0.00 0.00 0.18 0.00 0.36 0.00 0.360.000.640.00 0.00 0.000.24 0.000.240.00 0.180.240.00 0.180.240.18 0.64 0.00 0.64 0.00 0.64 0.00 0.64 13 17 0 0.00 0.09 AVERAGE 0.12 0.10 0.13 0.36 0.22 -0 aggressive soft 0.4 0 -0 0 0 0 -0 0 0 0NaN 0 00.12 00.15 00.16 0 0 0 0 00.11 0.17 0 cool 7 1.30.11 0.18 angry cool 0.8 0.48 0.48 0.00 0.48 0.00 0.48 0.10 0.480.10 0.48 0.00 0.100.48 0.260.480.00 0.260.480.00 0.260.480.26 0.520.00 0.52 0.00 0.52 0.00 0.52 0.00 0.52 0.00 0.52 0.52 0.680.00 0.680.09 0.68 0.00 0.48 0.00 0.48 0.00 0.48 0.00 0.480.000.480.000.48 0.00 0.00 0.00 0.00 0.000.100.48 0.000.100.48 0.00 0.00 0.00 0.26 0.00 0.26 0.00 0.260.00 0.00 0.52 0.00 0.68 0.00 0.680.00 0.00 angry 0 aggressive 00.10 0 0 -0 dark -0 -0 0 0 0NaN 0 00.14 0 0 0 0 0 0 00.12 0.15 mellow 0 2.10.12 0.090.19 0.5 angry 11 0.3 1.2061 1.90 1.90 1.90 1.90 1.90 1.90 1.90 0.25 1.90 1.90 0.40 1.90 1.900.55 1.900.551.900.871.900.871.900.981.900.981.901.251.901.53 1.80 1.80 1.80 1.80 1.80 1.80 1.89 1.89 1.89 2.21 2.21 2.33 2.33 2.60 2.87 3.14 aggressive 0.10 0.40 0.10 0.10 0.40 0.10 0.10cool 0.10 0.20 0.20 0.200.140.20 0.20 0.20 0.20 0.10 0.10 0.35 0.20 0.20 0.20 0.11 0.11 melancholy 00.00-00.00 -0 0.00-0 0.10 -0 0.100 0.10 -0 -0 0 0NaN 00.10 00.100 0.100 0.100 0.10 00.350.10 0 0.10 0 00.10 0.13 0 0.23 4 0.60.10 0.6 0.15 dark aggressive 2.01 0.2 2.01 2.01 2.01 2.01 2.01 2.01 0.58 2.01 0.80 2.01 0.80 2.01 0.80 2.011.17 2.011.172.011.792.011.792.011.922.011.922.012.542.013.16 3.78 3.78 3.78 3.78 3.78 3.78 3.78 3.78 3.78 4.40 4.40 4.53 4.53 5.15 5.77 6.39 0.4 0.13 0.560.11 0.30 0.22 0.12 0.89 0.89 0.89 0.28-00.28-0 0.280 0.280 0.37 0.37 0.37 00.47 00.15 0.470 0.560 0.56 0.65 0.65 0.65 0.65 0.28 0.74 0.74 0.89 0.89 0.9 sad angry -0 -0 0.37 0 0.37 0 0NaN 0 0.56 00.120.56 0 0.56 0 00.56 0 dark 8 1.20.13 0.99 0.15 melancholy 0.4 dark melancholy 0.16 -0 0.14 0 0.58 0.50 0.36 0.35 0.11 00.100.6031 aggressive 0 0 -0sad 0 -0 0NaN 00.40 00.18 00.26 0 00.36 00.35 0 0 0 0.09 0 10 1.5 0.15 melancholy 0.3 0.2 sad 0 0 0 -0 -0 0 0 -0 0 0 0 0 0 0 0 0 0 0 0 < 0.09 0 dark 3.2 0.21 sad 15 0 0 melancholy 0.2 AVERAGE 0.44 16 0 0.00 0 0.09 0.09 0.09 0.09 0.09 0.09 0.09 angry 0.00 0.00 0.00 8 1.6 0.090.1 0.20 23% 0.00 0.00 0.00 0.31 0.31 0.31 0.31 0.31 0.31 0.31 1.0701 2.1403 3.2104 aggressive 0 0.00 0.00 melancholy 0.24 0.24 0.00 0.24 0.00 0.24 0.00 0.24 0.00 0.240.000.240.000.24 0.00 1.84 15 1.19 0.18 0.00 0.31 1.26 14 0.47 00.82 01.07 01.07 01.19 0 1.190 0.00 0.09 0.31 12 13 00.37 00.37 00.37 00.47 0 0.470 0 0.62 0.00 0.09 0.31 0.44 12 0 0.37 0.00 0.09 0.18 0.99 11 0 0.62 0.00 0.09 0.00 0.24 1.90 0 -0 -0 0 0.37 0.18 0.00 0.09 0.00 0.24 0.14 0 -0 0 0.00 0.09 0.19 -0 0.17 0 -0 0.17 0.22 0 -0 -0 sexy 0 -0 -0 0 -0 1.84 0 -0 -0 -0 3.21 0.32 0.32 0.22 0.10 1.90 0 0 1.77 0.00 0.09 0 0.00 0.00 0.00 0.09 2.0 funny melancholy 1.24 0.13 1.24 0.98 1.52 0.451.52 1.52 1.52 1.52 1.87 1.870.321.99 2.100.112.10 2.10 2.23 2.36 2.48 2.48 2.48 42 43 44 45 46 47 48 49 50 romantic funny n sum avg 0.00 % 0.00 0.89 1.00 1.33 1.330.231.33 1.52 sad 1.71 1.90 1.90 1.90 0.15 0.89 0.89 happy 0.331.00 1.00 1.00 1.16 1.16 1.33 AVERAGE 1.8 0 0 -0 -0 0 -0 -0 0 -0 0 -0 0 0 0 0 -0 -0 0 0 -0 soft 0 happy 0 0 0 romantic 0 mellow 0 funny 0 0 0 0 0 2.8 0.19 38% happy 15 1.82 1.82 1.82 1.82 1.82 1.82 1.82 1.82 1.82 1.82 1.82 1.82 0.8 1.82 1.82 1.82 1.820.9 1.82 1.82 0.19 1.82 1.82 1.82AVERAGE 1.820.341.82angry 1.82 1.82 1.821.42 1.81 1.81 1.81 1.81 1.81 1.81 1.99 1.99 1.99 2.30 2.30 2.30 2.30 2.69 3.08 3.46 3.46 3.62 0.22 sexy romantic 0.19 0.19 0.651.82 0.651.820.65 soft 1.82cool NaN 0.19 0.34 mellow 0.11 0.65 1.04 0.09 0.11 0.09 funny 0.09 0.19 0 -0 -0 0 0 0 -0 0 -0 0 0 0 0 0 romantic -0 sexy 0 -0 -0 0 aggressive 0 soft 0 0 0 0 dark 0 mellow 0 0 0 0 0 > 0.25 0 1.6 1.7 0.17 26% funny 10 angry 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 cool 1.57 1.57 0.00 1.57 0.00 1.57 1.57 1.57 1.570.591.570.591.570.701.57 0.76 0.701.571.071.571.44 1.81 1.81 1.99 1.990.202.18 2.18 2.18 2.59 2.59 2.71 2.71 3.07 3.44 3.81 3.81 4.03 0.24 0.00 0.20 NaN 0.00 0.18 0.18 0.18 MAX 0.21 1.81 0.111.99 sexy 0.14 0.38 0.7 cool angry soft melancholy sad happy romantic 0 -0 -0 -0 1 0 20.15 0 3 -0 -0 -0 0 0 0 0 0 -0 -0 -0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0.25 0 0 0.0 0.00 0% aggressive dark 4 5 6 7 8 9 2.4122 10 1.4011 1.400.8 121.4013 14 15 16 17 1.40 18 19 20 21 22 23 24 25 26 27 28 29 30 31sexy 32 33 34 35 36 37 38 39 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 0.00 1.40 1.40 1.400.22 1.40 1.400.521.400.521.400.521.400.711.400.89 1.08 1.08 1.23 1.62 1.62 1.62 1.62 1.76 1.76 1.92 1.92 1.92 1.92 2.11 1.4 aggressive 0.00 2.30 2.48 2.48 2.48 0.25 0.00 0.22 NaN 0.09 0.30 0.15 0.35 0.52dark 0.17 0.15 0.28 0.25 0.18 0.17 0.15 romantic 0.20 0.39 0.24 mellow funny -0 -0 -0 -0 -0 -0 -0 0 0 -0 -0 -0 -0 -0 -0 -0 0 -0 -0 0 0 0 0 0 0 0 0 0 0 0 0.23 0 soft melancholy sad 5 0.7 0.13 13% melancholy 0.00 1.220.001.220.001.22 0.12 0.24 0.6 0.24 1.22 0.36 1.22 0.36 1.220.481.220.481.22 0.48 0.48 0.48 0.48 0.48 1.22 0.60 sad 0.60 0.60 0.60 0.60 0.60 0.60 0.72 0.72 0.84 0.84 romantic 0.96 0.96 0.96 0.96 0.96 0.96 0.96 0.96 0.96 1.07 1.22 1.22 1.22 1.22 1.22 0.12 1.22 0.12 1.22 0.12 1.22 1.22 1.22 1.22 0.00 1.22 1.22 0.00 1.220.17 1.22 0.00 0.00 0.31 0.451.220.451.220.451.220.451.220.641.220.83 1.02 1.02 1.38 1.57 1.2 1.76 1.95 1.95 2.06 happy 0.14 1.02 1.11 0.241.11 1.11 1.11 1.24 1.24 1.380.111.38 0.7 0.32 0.20 -0 0.09 -0 -0 -0 -0 -0 0.13 -0 0.13 0 0.20 0 M0.131.38 1.4 sexy 0 0 -0 0 0 mellow 0 0 cool 0 0 -0 00.16 0NaN 0 0 0 00.12 0 00.11 00.13 0 0 0.21 0 soft 0.14 26% soft1.27 10 0.00 1.300.001.300.001.30 0.00 0.15 0.5 0.15 1.30 0.28 1.30 0.28 1.300.281.300.281.30 0.38 0.47 0.47 0.47 0.470.521.30 0.470.521.30 0.47 0.57 0.66 0.52 0.81 0.52 0.81 0.780.810.780.94 1.37 1.02 1.37 1.021.371.021.37 1.30 1.30 1.30 1.30 1.30 0.00 1.30 0.00 1.30 0.15 1.30 1.30 1.30 1.30 0.00 1.30 0.10 1.30 0.27 1.300.27 1.30 0.00 0.521.30 0.521.300.66 0.521.300.66 0.521.300.52 0.78 0.94 0.78 0.94 0.78 1.13 1.02 1.27 1.020.261.02 1.02 1.02 1.37 1.02 1.37 1.02 1.02 mellow 0.19 -0 -0 -0 0.19 0.15 -0 -01.8092 angry romantic -0funny -0 -0 0 0 -0 -0 -0 0 -0 cool -0 0 -0 -0 0 0NaN 00.29 0 0 0 00.26 0 00.19 0 0 0.19 0 00.19 0.0 0.00 0% 1.0 3.07 0.14 0.11 0.18 0.17 1.47 mellow 0.00 0.09 0.00 1.038 39 40 41 funny 19 20 21 22sad 23 24 25 26 27 28 29 30 31 32 33 34 35happy 36 37 0.9 1.00 1.00 0.13 0.20 0 0.16 -0 -0 -0 -0 -0 -0 0 -0 melancholy 2.78 18 0.32 0 -0 -0 -0 -0 0.15 -0 -0 0 -0 2.78 17 0.32 0.32 0.16 0.26 0.62 0.10 09.091 0 0 0 0 dark 0 0 0 0 0 0 0 0 0 0 0 0 0.00 0.00 0.32 0.00 0.000.120.00 0.00 0.00 0.27 0.00 0.27 0.00 0.000.270.00 0.00 0.27 0.00 0.27 0.00 0.27 0.00 0.27 018.18 0 melancholy 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00 0.00 0.62 0.00 0.000.130.00sad 0.00 0.00 0.62 0.00 0.62 0.00 0.000.620.00 0.00 0.62 0.00 0.62 0.00 0.62 0.00 0.62 036.36 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.19 1.15 1.150 1.32 0.00 0.09 0.00 sad 0.37 012.12 0 00.41 0 0.410 0.410 0.410 0.51 0 0.23 0.23aggressive 1.15 0.00 0.09 0.00 0 2 0 36 1 0 0 MAX 0.74 0.00 0.09 0.00 36% 0.14 2.41 2.41 41% 2.41 40.74 112.17 2.17 2.32.41 0.21 29.63 1.77 1.77 1.77 1.898 1.89 1.89 2.03 2.03 30% 2.03 1.12.03 0.14 mellow 18.52 1.20.27 0.24 0.27 cool 0.27 0.27 0.275 0.27 0.27 0.27 0.27 19% 0.27 0.00 0.09 0.16 0.1 2.17 2.17 0.00 0.09 0.09 0.00 0.00 2.9 2.1 2.17 2.05 0.00 0.09 0.00 18 0.8 soft 1.93 0.00 0.09 angry 0.3 0 0 -0 -0 -0 0 0 romantic 1.93 soft 0.00 0.09 0 0.00 0.00 0 39 40 41 42 43 44 45 46 47 48 49 50 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 1 2 3 4 5 6 7 8 9 10 11 12 13 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.11 0.11 0.22 0.36 0.36 0.36 0.36 dark 3.6183 cool 027.27 0 0 0 0 0.170 0.170 0.26 0 0.00 0.00 0.00 0.17angry romantic 1.93 1.930 1.93 0.21 1.84 0.00 0.09 0.00 0 1 0.17 M 2.89 2.89 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 2.25 3.7619 3.76 4.510.17 5.2627 6.0228 6.7729 6.7730 6.77 31 6.87 32 6.87 33 7.62 34 7.62 35 7.62 36 7.62 37 8.37 38 9.12 39 9.88 40 9.88 41 10.63 42 11.38 43 12.14 44 12.14 45 12.89 46 12.89 47 12.89 48 12.89 49 12.89 50 12.89 1 0.38 2 0.38 3 4 0.38 5 0.75 6 0.75 70.171.50 8 1.5047 9 1.50 10 11 0.20 12 15 3.7616 3.7617 3.7618 203.76213.76224.51234.51244.5125 26 1.035 360.12happy 0.17 34 0.17 0.18 0.17 0.12 0.17 0.18 0.19 19 20 21 22 23 24 250.17260.18 27 28 0.17 29 0.20 30 31 32 33 370.17 38 39 40 41 0.38 42 43 44 45 46 481.5049 503.0013 3.7614 3.76 0.32 0 -0 -0 -0 -0 -0 0 -0 0.13 -0 18 2.89 18 W soft0.14 0.40 mellow 0.12 0.37 0.37 0.37 0.37 0.37 0.37 0.37 romantic 0.00 00.00 00.00 0.00 018.18 0 0.000 0.000 angry 0 0.00 0 0.12 0 0.24 0 0.24 0 00.24 00.24 00.24 00.48 0 0.480 0.810 1.550 1.75 0 cool 0.14 0.17 0.19 0.19 0.19 0.19 0.19 0.19 0.19 soft aggressive 00.17 00.17 00.17 0 0.170 0.170 dark 0 0.47 0 0.47 0 0.47 0 0.47 0 00.59 00.59 00.59 00.73 0 0.730 0.730 1.000 1.00 0 0.17 30.3 mellow 0.14 0.11 0.14 0.19 0.19 0.19 0.19 0.19 0.19 0.19 melancholy sad 024.24 0 0.27 0 0.27 0 0.27 0 0.27 0 00.27 00.27 00.27 00.27 0 0.270 0.270 0.270 0.27 0 0.14 00.14 00.27 0 0.270 0.270 0.27 0.00 0.09 0.00 2% 7 0 0 0.140 -0 0.13 -0 -0 0 -0 n 19 0 0.120 0.120 0 0.180 -0 0.170 -0 0 0 0.00 0.00 0.00 0.09 14 00.23 00.19 0 0 00.25 00.21 0 -0 0.00 0.00 0.1 0 0 0 0.12-0 0.140 -0 -0 0.24 0 0.18 0 -0 -0 -0 0.110 0.00 dark 0 0.09 aggressive 6 0 0 No h on C m Aw 1 0 > 00.25 0 3 cool 0 0 0.8 romantic romantic aggressive dark 8.595 00.17 -0 -0 -0 -00.13 -0 00.16 -0 -0 -0 -0 -0 -0 -0 -0 -0 -0 00.12 0 -0 -0 -00.12-0 -0romantic -0 -0 0.13 -0.12 -0.19 aggressive dark 0.12 0.37 0.37 0.37 0.180.12 0.20 0.40 0.12 0.37 0.37 0.37 0.11 0.22 0.12 0.120.00 1.2 0.120.40 0.12 0.12 0.00 0.00-00.00 0.000 0.18 0.00 0.00 0.00 00.00-00.00 0.00 0.00 0.11 0.110 0.110 0.11 0.11 0.00 soft melancholy sad happy 00.00 00 00 0.0000 0.00 -00 0.00 00 0.00 00 -0 0 0.00 0 0.00 0 0.00 0 -0 00.00 00.00 018% 0 melancholy sad -0 0 -0 00.13 0 0 0 0-0 0-0 0 -0 0 0-0 0 -00 -0-0 -0-0-0 0-0-0-0-0-0 0-0-00 00 0sexy -00 00 0.0000soft 00.21 00.01 0-0.01 0 0 0melancholy 0 00 0.210 0.00 00 soft 6 -0 01.6happy 0.260 0.00 0.15 -0 0 0.11 00.15 -0 0 0.15 0 soft sad -0 00.6 0.7 0.19 0.09 0.12 0.14 0.17 0.19 0.19 0.19 0.390.13 0.14 0.14 0.17 0.15 0.130.00 0.10 0.00 0.15 0.10 0.15 0.19 0.10 0.20 0.20 0.190.200.190.20 mellow 0.00 0.00 0.10 00.10 0.10 0.20 0.20 0 0.20 00.20 0.8 -00.00 -00 0.09000.00 00.00-000.0000 0.00 -00 0.00 00 0.00 00.10 000.09 0 0 0mellow -0 0.20 -0 -0 -0 0 01.70 00.170 0.20 030% 0 0.17 0.17 -0 -00 -0 -0 0 0 0 -0 -0 -0 -0 -0 -0 funny 0 0 0 0 0 0 -00 0-0 0-0-0 0-00.00 00.09 0-0.10 0-0.10 0 0.00 0 00 0.19 0-0 0.200 0.20 mellow romantic 1.0 0.10 -0 0.09 -0 -0 0 0.22 -0 -0 -0 -0 -0 -0 -0 0 funny mellow 10 -0 -0 00 0-0 0-0 0-0 0.17 0.14 0.14 0.19 0.19 0.19 0.09 0.14 0.14 0.19 0.19 0.19 0.11 6.446 0.5 0.6 cool 00.00 00 -00 0.00 -00 0.00 00 0.00 00 0.10 00 0 00.100 0.10 -0 0.10 0 0.10 0 -0 -0 0.20 -00.16 -0 0.20 024% 0 0.00 0.00 0.00-0 0.10 0.10-00.100.17 0.10 0.10 -0 0.10 0 0.10 00.20 0.20 0.20 -0 0 -0 -0 0 0 0-0 -0 -0 0 -0 -0 -0 -0 -00 -0-0 -0-00 0-0 00 -0-0 00 -0-0 00 0soft 0 0-0.10 00.18 00.00 00.00000.00 0 -00 0.00 0.14 0-0cool 8 00.20-01.2 0.14 0 0.25 -0 0 0.25 00.13 -0 0 0.11 -0 0sexy -0 -0-0-0 00 0.0000cool 0.07 cool sexy 0.10 0.17 0.25 0.26 0.25 0.8 00.00 00 00 -0 0 00.00-0 0.09 0 0.090 0.09 -0 0.09 -0 -0 0 -00.09 -00.09 -00.20 -0 0.09 027% 0 -0 0-0 -0 0-0 -0 -0-0 0 0 0 00 -0-0 00 00 00 -00 00 000.4 00 00 0.00 0-0angry 0-0.27 0-0.07 00.22 00.00 00.00-000.0000 0.0000 0.00 0 -0 0 0.6 0 00 0angry 0.00 0.00 0.00-0 0.00 0.00 0.00 0.00 00.000.15 0.09 0.09 0.090 0.09 0.09 9 00.09 01.8 0.00 0.00 0.5 angry romantic 0.14 0 0.10 0 0-0 00 0-0 0 0 0 0 -00 -00 -0 angry mellow romantic 0.18 0.18 0.28 0.18 0.18 aggressive -00.00 -00 00.00 00.00-000.0000 0.00 -00 0.00 00 -0 0 -0 0 00 0.000 0.00 -0 0 0 -0 -04 00.00-00.4 0 0 0.000 0.00 012% 0 0.10 -0 -0 -00 -0 -0 -00 -00 -00 0-0 0 -0 0 -0 soft 0 0 0 -00 0 -0-0-0-0 0-0 0-0 0-0-0-0 00 0-0 aggressive 0-0 0-00.0000.10 00.01 0-0.04 0-0.09 0 -0 0 0 0 -00 aggressive 0.6 0.00 0.00 0.00 0 0.00 0.00 0.00 0.00 0.000.13 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.000.11 -0 -04.297 0.13 0.13 0.34 -0 -0 -0 -0 -0 aggressive 0.3 0.4 0.10 0.17 0.25 0.17 cool soft dark -000.03 -00 -00 0 0.10 -00 -00 -0 00 -00 00 0.4 -00 00 0 -0 -0 0-0dark 0 -0 -0 00.15-0 03 -0 00.50 0.1000.180 0.09 09%0 0 -0 -0 -0 -0 0-0 -0 -0 -0 -0 0 0 -00 -00 0-0 0-0 -0-0 -0 00.10 -0-0-00 -0-0-08.37E-04 -0 0 0 0.10 0.11 0.09 0.09 0.09 0 0.09 0.09 0.09 -0 0 0-0-0-0 -0-0-0 00 0.1000dark -0.16 -0.07 9 -0 0.24 00.12 -0 -0 0 dark 0.10 0.10 0.10 0.10 0.10 0.32 0.100.120.10 0.10 0.38 0.38 0.270.380.270.38 0.00 0.31 0.00 mellow 0.25 0.10 0.15 0.10 0.10 0.14 0.27 0.10 0.27 0.10 0.27 0.10 0.20 0.38 0.38 0.38 0.09 0.38 0.38 0.38 0.32 0.38 0.12 0.27 0.38 0.4 angry mellow melancholy 00-0.29 -00 00 0 00 00 00 -00 00 00 -00 -00 0 melancholy -0 -0 0 -0 -0 0 06 -0 -01.40 0.3 00.240 018% 0 0 -0 0 0-0 0-0 -0 -0 0-0 -00 -00 0-0 -0 0 0 -00 -4.36E-04 -0 -0 0 -0 -0 -0-0 00 -00 -000.2 -0 00.18 0-0.22 0.090 00 -0 melancholy melancholy 0 00 0.000-00.00 3 00.55 -0 0 0.18 0 0.00 0.15 0.00 0.00 0.00 0.00 0.00 0.62 0.00 0.000.130.00 0.00 0.00 0.00 0.620.000.620.00 0.58 0.00 0.22 0.00 0.00 0.37 0.62 0.00 0.62 0.00 0.62 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.62 0.00 0.13 0.62 0.00 cool -0 -0 -0 0 0 aggressive 2.149 0.2 cool sad0 0 0 00 00 00 00 00 -00 -0< 0.09 0 1 00 -0 -0 0 -0 -0 0 012 0 -03.0-0 0.2 -00.25 -0 036% 0 -0 0-0 0 0 -0 -0 0-0 0-0 -00 -01 0 0 -0-0-0-00 -000.09-00 0-0 00 00 0.09 00 0.1 -00 0-0 0-0 sad 00.44 0 0.2 0-0.27 0 0 0 00 00 0.09 sad 0-0 -00 00 0 0 -00 -0 sad 0.09 0.17 0.09 0.09 2 0 26 0 < 0.09 0.09 0.090 0.09 0.09 0.09 0.09 0.09 0.09 0.095 0.09 0.09 0.09 0.0922% 0.09 0.09 0.09melancholy 0.09 0.09 0.09 sad 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0 0 0 0 0 0 0.09 0 0 0 0 0 0 0 0 0 0 0 0 0 0.09 < 0.09 21.74 2.0 0.09 0.40 0.21 0 -0 0 0 0 1 -0 0 cool dark -0 10.45 -0 10.45 10.55 -0 1.04 -0 -0 -0 -0 0 -0 0 sad 0 1 -0 0 0.13 0 0 01 -0 0 -0 1 1 1 -0 14 1 10.4 -0 1 0.10 0 0 0.27 0 0.220 0.24 0 < 0.09 0.110 11.6 0.51 52% sad 23 angry 0.45 -0 1.04 1.04 1.04 1.04 1.04 1.04 1.15 -0 1.15 0 1.15-0-0 1.15 1 1.15 1.15 0 -0 0 -0 -0 -0sad -0 -0 -00.28 -00.28 00.28 00.45 -00.45 -00.45 -00.45 -0 0 -0-0 0-0-0 0 -0 -0 -0 0 1 1.15 01 -0 10.26 10% sad 0.2 aggressive angry 0.27 0.27 0.27 0.41 0.41 0.417 0.51 0.51 0.75 0.9330% 0.93 0.93 0.93 1.04 1.04 1.18 1.18 1.31 1.31 1.45 1.58 1.72 1.93 1.93 1.93 1.93 1.93 1.93 1.93 1.93 1.93 2.10 2.10 2.10 2.34 2.52 2.52 2.52 2.52 2.63 2.63 2.77 2.77 2.90 2.90 AVERAGE 0.18 0.27 0.13 0.27 0.27 0.41 1.5 0.51 0.22 angry AVERAGE 18 melancholy -0 -0 -00.10 00.00 00.00 00.00 00.00 -00.00 -00.00 00.11 5.3 0.27 42% 0.11 0 0.11 -0 0.11 -0 0.20 0.20 0.20 -0 0.20 -0 0.20 -0 0.20 -0 0.20 -0 0.20 aggressive 0.20 0.20 00.11 0 0 -0 0 0.20 0 0.20 0 0.5 0 0.20 0 0.20 0 0.11 0 0dark 0.25 0.50 0.75 0%1.00 0 0 0.0 0.00 dark 0 0 0 -0 0 0 -0 -0 00 -0aggressive 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 200.00 0.00 40 0.00 0.00 60 0.00 0.00 80 0.00 100 0.11 0.11 0.14 0.1 0.11 0.00 0.00 0.13 0.00 0.00 0.00 0.00 0.000.130.00 0.000.130.00 0.00 0.00 0.00 0.00 0.000 0.00 0.00 sad 0.00 0 0.00 -0 0.00 0.00 0.09 0.09 0.09 0.09 0.20 0 00 -00.00 00.00 00.00 -00.00 aggressive 00.00 00.00 00.00 -00.00 0 0 0.00 0 0.00 0 0.00 0 0.00 0 0.00 0 0.00 0 0.00 0 0.00 0 -0 0 dark 0 -0 0 0.09 0 17 2.9 0.17 44% 43.59 melancholy 0 0 -0 0 0 0 -0 0 0 0 0 0 dark melancholy 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 12.892 0 50 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 SUM 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 0.09 0.25 0.12 0.12 0.15 0.13 0.09 0.12 0.15 dark SUM 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.20 0.20 0.20 0.20 0.20 0.20 0.20 0.20 0.20 0.37 melancholy 1 2 3 0 4 0 5 06 07 -0 8 -0 9 -0 10 -0 11 12 14 015-016 0 17 18 19 20 21 22 23 24-025 0 26 0 27 28 29 30 32 33 34 35 36 37 38 39 40 41 42 430.0 44 45 46 47 48 49 50 0 0 0 0 -0 -0 -0 0 1.0 -035melancholy 036-037 038 -0 -0 13-0 0 29 0 30 < 3131 0.09 0 0 34 0% sad 1 -0 2 -0 3 4 5 6 7 8 9 10 11 12 14 15 16 17 18-0 19 020-021 0 22 -0 23 -0 24 25 26 27 28 32 33 35 36 37 38 39 40 41 0 42 43 44 45 0.00 46 47 48 49 50 12 13 14 15 16 17 18 19 20 21 22 23sad 24 25 26 27 28 29 30 31 32 33 34 39 40 41 42 46 47 48 49 sum % avg2.90 2.90 % 1.31 1.450 13 0.18 0.18 0.18 0.47 0.47 0.47 0.47 0.47 0.67 0.80n 1.00 sum 1.00 1.00 avg 1.11 1.11 1.11 1.31 1.31 1.31 1.50 1.50 1.69 1.69 1.88 1.88PRESENCE 1.88 1.88 1.88 1.98 % 1.98 1.98 2.11 2.11 2.11 2.21 2.21 2.21 2.21 2.32 2.32 2.32 2.52 2.52 n2.52 2.52 2.71 2.71 0.56 0.16 0.11 0.18 happy430.3644 45 funny 0 1.8 0.09 0.23 0.13 0.75 0.75 0.75 0.14 0.36 0.44 0.19 0.10 0.23 0.13 0.14 melancholy 0.38 0.75 0.75 0.75 0.75 0.75 0.75 0.75 0.75 0.10 0.75 0.75 0.75 0.75 0.75 0.12 0.22 0.22 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.48 0.90 0.90 0.90 0.90 0.90 0.90 0.90 1.03 1.03 1.03 1.03 1.03 1.03 1.03 happy 0 00 -00 romantic 00 00 00 00 -00 0 0 1 happy -0 funny 0 012 0 -03.60 sad 00.30 0 036% 0 036.36 0 0 0 0 0 0AVERAGE 0 0 0 0 5 0 0 0.6 0 0 0.07 0 0 13% 0 0 0 9 2.9 0.32 33% 00 -0 -0 0 -0happy 0 0.12 0 0.38 0 0 0.14 1 0 -0 -0 -0 0 0 0 0 0 0 0 happy 0 happy 0 -0sad 0 -00 0sexy 0 0 00 funny 0.19 00.11 -0 -0 0.18 0.30 0.3017happy 0.30 0.30 0.30 0.30 0.41 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.73 0.73 0.83 0.83 0.93 0.93 0.93 1.09 1.09 1.09 1.09 1.09 1.09 1.09 1.09 1.09 1.19 1.19 1.19 1.41 1.41 happy 1.41 1.41 1.41 1.41 1.41 1.51 1.51 1.61 1.61 0-0 -00 00.44 0 0 -00.16 -00 0-0 0-0 -0-0 0-0 0 -0 -0 0 -0 0 -0 0 0 00.9 0 -0 10-0 0.16 -40.26 funny 1.0 20.43 3 5 6 7 happy 8 0.36 9 0.11 10 0.1111 12 sad 13 18 0.3019 0.30 200.3021 23 240.41 250.41 260.13 27 happy 0.12 0.15 0.12 0.13 14 0.13 15 0.13 16 0.28 0.36 22 AVERAGE 0.11 0.11 0.1328 0.13 29 0.38 0.11 0.11 0.13 0.13 0.13 0.13 0.13 0.13 0.13 10.744 romantic funny 00 00 0soft 00 -00 mellow 00 00 -00 -0 0 -0 sexy 0 0 -0 0 0 romantic 0 -0 -0 01.5-0 -00.15 -0 030% 0 0 30.3 0 0 0 happy 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 > 0.25 0 6 1.2 0.21 22% -0 0.13 0 0 0 0 0 -0 0 -0 -0 0 0 0 0 0 0 0 -0 0 0 0 0 funny 0 sexy 0 1.6 0 0 -00sexy 0 00 -0> 0.25 0-0 1.2 funny funny romantic funny 10 -0 00 0-0 00.10 -0 0 -0 -0 0 0 0 -0 -0 0 0 0 -0 0 -0 0 0 0 00.8 0 -00.0900 0.09 -0.14 -0.13 0.19 angry funny 0.09 0.09 0.09 cool 0.09 0.09 0.09 0.09 0.18 0.09 0.09 0.21 0.21 0.21 0.21 0.21 0.21 0.21 soft mellow 0.15 0.19 0.21 0.19 0.21 0.19 0.21 0.21 0.11 0.15 0.21 0.18 0.34 0.34 0.43 0.190.520.190.61 0.19 0.70 0.15 0.18 0.19 0.19 0.19 0.19 0.19 0.19 0.19 soft mellow 0.18 -00 -00 dark 00 -00 00 -0 0 0 0 0 -0 -0 04 -0MAX 00.60 0.9 -0 -0 012% 0 happy 012.12 0 0 0 funny 0 0 funny 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.25 0 4 0.4 0.17 0.10 15% mellow -0 -0 0 -0 0 -0 -0 0 -0 -0 0 -0 0 -0 -0 0 0 -0 -0 0 -0 happy 0 0 sexy 0sexy 0 00 00 0aggressive 0 0 00soft 0 00 0 -0 0.250 00 sexy AVERAGE 0.15 sexy M0.39 0.23 00.28 0 sexy 1.4 cool28 0.47 angry -0 00.14 -00.16 -0 -0 -0 0 0 0 -0 -0 -0 0 0 -0 -0 -05 0 6 0 70 800 -090 10 -00.00-0 -0.04 -0.07 0.01 cool angry sexy romantic 1 2 3 4 11 0.0012 0.00 13 0.000.19 14 0.0015 0.00 16 0.0017cool 18 0.18 190.32 20 0.36 21 0.36 22angry 23 24 0.47 25 0.47 26 0.47 27 0.47 29 0.47 30 31 0.65 32 0.65 33 0.65 34 0.65 35 0.65 360.390.65 37 38 39 0.15 sexy 0.15 0.39 0.47 0.39 0.39 0.18 0.47 0.32 0.390.65 0.39 0.65 0.22 0.32 0.39 0.39 0.39 0.39 0.39 0.39 0.00 0.18 0.36 1 02 0 3 0 4 0 5 0 6 0 sexy 7 0 80 90 10 11 0 12 0 13 014 015 0 16 0 170 180 190 20 22 230 24 25 26 27 28 29 306 31 32 34 35 22% 36 00 00 00 -0 0 0 aggressive 0 08 -0 -01.50 00.190 024% 0 0 0 21 0.23 1.133 0.19 1.0 -0 -0 0 -0 0 -0 -0 0 -0 0 0 0 0 0 -0 0 -0 0 -0 0 -0 funny 0 0.7 0 0romantic 0 0 0 00 00 0melancholy 0 0 00 00 00 sad 0 -00 0 0.23 24.24 00 -0 -0 0 0 -0 dark 0 -0 -0 -0 -0 0 32 26% 0 -0 0 1 32% 0.15 0 0 -0 0.100 -0 0.100 -0 0 -0 1 0.15 1.9 0 -0 0 -0 0 0 0 0 0 -0 0 -0 -0 0 0 0 0 0 0 0 -0 0 0 0 funny 0 0 0 0 0funny 0 -0 1 -0 -0 -0 1 1 1 -0 -0 -0 -0 -0 0 -0 0 1 -0 -0 -0 1 1 1 -0 0 0 -0 1 -0 -0 -0 1 1 1 -0 PRESENCE 1 1 1 -0 1%0 0 0 0 0 happy 1.0 0 -0 0 0 0 0 0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.090 happy 0happy 0 1.0 0 0 0 0 0 0 0 0.12 0 0 > 0.25 0 0.13 0.09 0.09 0.09 0.09 61% 60.87 0 0 0-0 0 0 NaN -0 -0 0 -0 -0 0 0-0 -0 00 00 -0 0 0 -00 0 0 -00 funny -0 0-0 00 14 0 3.2 0 -00.23 -0 -0 -0 0 -0 0 -0 -0 0 -0 -0 0 -0 0 -0 1 -0 20 30 4-0 -0 0 -0 happy 0 -0 10 11sexy sexy 0 00romantic -0 0 -0 -0 0-0 -0 -0 -0 -0 0 0 0 happy -0 -0 0 0 0 -0 0 0 0 -0 0 0 0 0 0 0 > 0.25 0 14 -0 15 16 18 019 0200 21 22funny 24 25 26 0 27 28 029 30 310 32 33 34 35 -0 36 037 0380 39 funny 25 n sum avg % 0 0 0 0 0 -0 -0 0 -0 -0 0 -0 0 0 0 0 0 5 0 60 70 80 9 0 0 0 funny 012 0130.9 0 0 17 0happy 0 0 023 0 0.25 13.04 3 0.3 2.5 0.11 AVERAGE 0.1513% 0.180 0 0 00.18 0.11 0.18 sexy soft 0 0 0-0 0 0 0 00 0 0.9 -0 -0 0 happy 000 -0 0 -00 0-0 funny -0 -0 0 -0 0 -0 -0 0 -0 0 0 0 0 0 -0 0 -0 0 -0 0 -0 funny 0 0.8 0 romantic happy -0 NaN 0 00mellow -0 0 0 -0 -0 -0 0 0 0 0 0 -0 0 -0 0 -0 00 00 -0-0 -0-0 -00 00 00 0 -0 0 0 -0 7 -0 8 0 9 0 100 -0 0 13 0 014 -015 016 0 17 0 180 190 20 0 21 0.25 funny 1 20 3 4 05 -06 11 12 22 230 24 25 26 27 sexy 28 29 30 34 3545% 36 20 31 32 3.5 33 0.18 romantic AVERAGE 0.15 0 0 0 0 0 -00 -001 002 angry 0sexy 0 005 006 0-07 0-08 011 0 0 0 -0 0 17 0 romantic 0 19 0 10 -0 0 23 0 24 0 25 0 9 1.1 300.12 23% 3423.08 3 0 15 16 18 20 -0 211.8 22 0 0 0 0 -0 -0 0 -0 -0 -0happy 0 0 0 0 0 0 0 0 0 00 -00 00 0 0 00 00 00 0-0 0sexy 0-090 0 0.23 43.48 43% cool 3sexy 50 6 8 09 010 120 1300.18 21 sexy 23happy 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 00 -0 0 0soft 00 4-0 0 -0 -0 00 00101 -0 0 12 00 134-00 14-0 0romantic 07 -0-0 MAX 0.49 mellow 0.8 -0 0 -0 0 0 -0 -0 0 -0 0 -0 0 0 -0 -0 0 -0 -0 0 -0 0 0 sexy -0 soft 0 0 NaN -0 -0 0 00 00 0.8 -0 0 2-0 -0 -0 0 0 0 0-0110.11 00 -0 0 14 00 15 0 -016 017happy 018 0 190 200funny 0 22 -0funny 0 24 0 0.120250.12 -0260 270 280 29 -0 00.24 31 0 32 0 0.33033 0 0.20 0 35 0 21 MAX 6.9 0.24 0.33 0.74 0.09 0.23 0.09 0.12 0.12 romantic romantic dark 0.42 48% happy 0 0 0 0 00 00.18 -00.18 0 000.49 000.49 0 00.490 00.49 -0 0.68 0 0.99 0 soft 0 -0 0 1.08 0 mellow 0 1.37 0 71.37 0 1.37 01.6-0 -0 0 1.37 0 > sexy 0.25 0 28.21 11 1.95 1.4 0.12 1.9528% 0 0 -0 0 0 0 0 0 0 0 -0 -0funny 0 0 0-0 0-0 0 0 0 00 -00 -00 0 0 00 -0 0 00 0-0 0aggressive 0 -0 00.28 0-0 0.21 30.43 0.99 1.08 1.08 1.08 1.20 1.37 1.37 1.37 0-0 romantic 0.22 30% cool sexy funny soft 0.21 0 0.35 0.35 0.49 1.14 1.35 1.55 2.04 2.36 2.36 2.36 2.36 2.36 2.36 2.36 2.57 2.57 2.77 2.77 happy -0 -00 00 0 NaN -0sad 00 00.39 -0 00 -0 0 0happy 0angry 000.5800.10000.58 0 0.21-0 -0 0 -0 -0 0.35 -0 -0-0 0.10 -0 0 -0 0 0 0 -0 -0 -0 -0 0 0 0 0 0 0 -0 0 0 -0romantic 0 0 0 mellow -0 -0 -0 0 -0 00.21-0 0 0.35 0 -0 0 000.49 000.49-000.7200 0.82 -00 0.82 00 1.14 00 1.14 0 0.17 -01.14 01.14-01.14 0 1.140romantic -0 1.35 0 -0 0 0.3001.55 01.76-01.76 0 1.760.12 0 0 1.95 -0 1.95 00.14 1.95 0 0 01.950.2701.95 0 1.950.15 1.95 0.211.95 02.04 24 7.3 0.14 0.30 55% melancholy 0.17 0.15 0.30 cool angry 0.7 soft soft 0.12 soft mellow aggressive dark funny 0 0 -0 0 0 0 0 0 0 -0 0 0 sexy 0 0 0 0 0 0 0 0 0 00 00 -00 0 0 0 00 0-0 0 0 0-0 0 -00 -00.00 0 00.33 000.33 000.33 0 00 0 -0 0.19 43.48 0 -0 00.11 -00.33 0-00.330-0 0 0.59 0 0-0 0 -0 0mellow 0 0.59 0 -0 -0 0 2.0 0 0.69 0 0.69 0 0.25 0romantic 0 0.6 1.40.69 0.14 43% 0 0.0 1.310.00 0% 0.33 0.33 0.33 0.59 0.59 0.6910 0.69 -0 0.69 0.69 soft sexy 0 00 -00 NaN -0 0 000.100.7 00.33 -0 -0 0 0.59 0 0.59 -0 0.59 funny 0.00 0.25 0.25dark 0.94 1.93 1.93 1.93231.93 1.93 1.93 0.18 1.93 1.93 52% 1.93 -0 0 -0 0 0 -0 -0 -0 0 -0 -0 -0 0 -0 -0 0 0 -0 0 -0 0 0 -0 cool 0 00 melancholy 0 -0 0 00 -0 0sad 0 -0 00.00 0 00.000 0.00aggressive 0 0.00-0 0 0.00 -0 0 -0 0-0 000.25 000.370.10 -000.620-00.740-00.84 0-00.84 0-0 0.84 0 00.94 -00.94cool 00.94 0 0.940 0.94 -0 0.94 0 0.94 0angry 0 00.94 00.94 00.94 0 1.080 1.310 1.31 0 0 1.31 0 01.31 01.31 01.31 0 1.31 1.31 0.191.54 01.73 1.83 1.83 1.83 4.1 mellow mellow funny 0.14 0.13 soft 0 -0 -0 0 0 0 0 -0 -0 0 -0 -0 0 -0 0 0 0 0 0-0 0 -00 00 00 -0 0 soft 0 0 0 0 0 0-0 0-0 0 00 00.00 0 00.00 -0 00.14 0 00 0 0 0.17-0 0.6 90 0.14 39% 39.13 00.00 00.140 00 0 0-0 0-0-0 0 -0 0 00.45 01.2 0 sexy 0 -0 -0 0.23 0 mellow 0 0.14 0.14 0.14 -0 0.14 0.35-00.35 0.35 0.35 0.35 0.45 0.45 0.45 0.45 0.45 -0 0.45 cool melancholy sad dark 0sexy 0-0 -00 NaN -0 00 00.14 00-0 00 -00.14 -0 -000.6 0 -00.25 000.35 -0-0 -0 -0 romantic -0 0 -0 0 0 0 0 -0 -0 -0romantic -0 -0 -0 0 0 -0 0 0 0 -0 0 0-0 0 0 -0 angry 0 -0 0 -0 -0 0 0 00.00 0 00.00-0 0 -0 00 -0 0.18 -00 0.18 0-00.28 0 0.28 0 -00.28 00.28aggressive 00.28 0 0.280 0.28 0 0.28 -0 -0 0 00.28 00.28-00.28 000.280 0.2800.0 -0 0.28 0 0.00 0 00.28 0% 00.37 00.37 0 0.37 0.37 0.170.37 00.51 0.51 0.61 0.61 0.61 0.00 0.00 -0 0.00 0.00 0 0.00 0 0.00 0 0.09 0.28 0.28 0.28 0.28 0.61 0.61230.61 0.61 0.61 0.61 52% 0.61 3.80.61 0.16 0.09 0.00 0.00 mellow cool sexy 0.17 cool 0.09 0.11 0.10 0.09 0.11 cool 0.10 0 0 -0 0 -0 0 0 0 0 0 0 -0 0 0 0 0 0 0 0 0 0 -00 -00 -00 mellow 0 0 00 00 0 0 0-0 0-0 0 -00 -00.00 0 0 00.00 0 0 0.17 -0 0.15-0 30.43 1.3 0.19 30% melancholy sad -0soft 00.00 0-0 0-0 00-0-0 -0 -0 -0 0-001.5 0 00.17 0 -0 0.21 -0 0 0 cool 0.17 -0 0.17 0.17 0.17 0.17 0.17 romantic 0.17 0.17 0.17 2 -0 0.58 0.10 0.5 -0 -0 0 0 NaN -000.000 000.00 -0-0 0 -00.00 -00-00.17 -00-0 00.170-0 -0 00.10-0 -00.17 00.17000.17 0 0.17 -00.17 0angry -0 -0 -0 7-0 0 -0 0 -0 0 0 0 -0 0 -0 0 -0 0soft 0 0 -0 -0 0 0 0 -0 0-0 0-00.4 0aggressive -0 -0 -0 0 00 -0-0 -000.17 -0 -0 -00.2 -0 -0 0 00.58 5% 00.58 00.585.128 0 0.58 0.58 0.150.58 00.58 0.58 0.58 0.58 angry 1.00.68 0.20 romantic 0.10-0 0.10 0.19 0.19 0.19 0.19 0.28 00.28-00.28 0 0.28 0.28 0.28 -0 0.28 -0 0.28 -0 0.28 0.28 00.28-0 0.28 0.28 angry 0.38 0.38 -0 0.48 0.48 -00.58-00.58-0 0.58 0.58 0.58 0.58 0.58 0.58 0.585 0.58 0.58 0.68 0.78 11% 0.78 angry 0 0 0 0 -0 0 -0 0 -0 0.5 0.13 0.10 0.18 0.10 0.11 0.20 0.25 0.12 0.16 0.10 0.11 0.20 0.25 0.12 0 0 -0 -0 0 -0 -0 -0 -0 0 -0 0 0 0 0 0 0 0 0 0 0 0 cool 0 0 0 0 0 0 0 romantic 0 0 0 0 0.13 0 0.2 0.12 9% 0 -0 0 -00 -00 -0 -0 -000 -000 00 0dark 0 0 0 0-0 -00.00NaN 0 0 -0 0 0 0.00 0-0 00-0 0.00 00-0-0 0 -0 -0 0 0soft 0 000.00 00 0.00 00 -0 8.696 0.19 0 0angry 0.00 0.00 0.00 0 0.00 -0 0.00 0.00 0.00 0.00 0 0.00 0 -0 -0 -0 -0 -0 0 0-00.00 -0 00 -0 -0 -00.00 -0aggressive -0 -0 0 20-0 -0 0 00.00 00.00 -000.00-0 0 00.00 0 00.00 0 00.00 -0 0 -0 0 00 00 00.00 -0 00.00 00 0.00 0 0 0 aggressive -0 0 0 mellow 0 0 0 0 011 0 01.10 0 0.10 0 0 28% 0 0 28.21 0 0.13 0 0 -0 -0 -0 -0 -0 -0 -0 0 0 0mellow -0 -0 -0 00 00 -0 9 1.6 0.18 20% soft 0.40 aggressive 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.23 0.37 0.37 0.49 0.61 0.75 0.85 1.27 1.50 1.76 1.76 1.76 1.85 1.85 1.94 1.94 1.94 1.94 1.94 1.94 aggressive 1.94 1.94 1.94 1.94 1.94 1.94 2.06 2.20 2.20 2.32 2.44 0.10 0 -0 -0 -0 -0 -0 -0 0 -0 -0 -0 0 0 0 0 0 0 0 0 0 0angry 0 0 0 0.100 0 0 0 0 0 0 0 0 0 0 0 0soft 0 0 0.11 0.11 0 0.110.18 0.11 0.11 0.11 dark 0.5 0.24 9% 8.696aggressive 0.09 0.4 0 -0 0 0 -00.00 0 -00.00 -0-00.12 00 -00.12 00 -0 -0 -0 000.23-0 -00.23 -00.34 -0-0 -0 0.34 0 20-0 -0 -0 0 -0 0 dark -0 -0 -00.00NaN -0 0 0 0-0 0 -0 000 -0 0 -0 -0 -0 0-00-0 0 0.11 0 0 0 0dark 0.12 0.23 -0 0.230 0.23 0.34 0.34 0.34 0.34 0.34 0 0.34mellow 0.49-000.49 0.49 0.49 -0 0 0.0000 00.00 -0 -0 -0 0 -0 0-0 -0 0 -0 0 00 -0 -0 0 -0 0.17 0 -0 -0 0 -0 -0cool -0 0 -00 -0 -00.00 -0 0.00 0 0 0% 0 0 0 0 -0 0 -0 -0 -0 -0 0 0 -0 -0 0cool 0 -0 -0-0 0 -0 -0 -0 -00 0 0 -00 -0-0 -0 melancholy 5 0.8 0.17 11% dark mellow 0.14 0.250 0.42 0.42 0.42 0.42 0.42 0.42 0.42 0.42 0.42 0.42 0.56 0.56 0.56 0.66 0.66 0.66 0.66 0.84 0.84 1.01 1.01 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.31 1.31 1.31 1.31 1.31 1.45 1.45 1.45 1.55 1.55 1.55 1.55 1.73 1.73 1.90 1.90 0 0 0 -0 0 -0 -0 -0 -0 -0 0 -0 0 0 0 0 0 0 0 aggressive 0 0 0 0 0 0 0 0 0 0.3 0 0 0 0 0 0 0 0 mellow 0 0 0 0 0.14 0.09 dark 70 -01.9 0.27 30% 30.43 1.0 melancholy 00 00 0-0 0 00.0000 00.00 0 00.00 00 00.00 0 00.00 00 -0 00.00 0-0 -0 0 -0 00.00NaN -0 -0 -0 0 -0 0 00.00 0 00.00 1 00.00 0 0.00 0 0-0 -0 0melancholy 0 0 0 06 0 00.50 0 0.09 0 0 15% 0 0 15.38 0 0.09 0 0.3 -0 0 0 0 0 -0 -0 0 -0 -0 -0angry 0 1 0 -0-0 -0 5.8 0.24 55% 0.00 -0 0.00-0 0.00 0.00 0.00 0.00cool 0.00 0 -0 0 -0 0 00 0-0 0-0 0 0.2 0 -0-0melancholy 0 0 sad 0 cool -00.00-0 0 -0 0 -0 0-0 0-00 0.00 00-0 -0 0-0 0.00 0 00.00 0 00.00 0-0 -0 0 0-00.00 00 0.00 00 0 0.15 00 -0 0 0 0 angry melancholy 24 0 2.4 13 0 1.0 sexy romantic sexy dark 0 0 -0 -0sexy -0 -0 0 0aggressive -0 0 0 0 -0 -0 0 -0 aggressive 0 0 -0 0 0 dark 0 0 0 -0 0 -0 -0-0.1 -0-0.1 -0-0 3.82E-040 0.17 0 0 0.09 -0.2 -0 -0.09 -0.09cool 0 0.0 0.00 0% 2.0 0 angry -0 -0 0 -0.1 0-0 0-0.100.08 -0 0.01 -0 0 0.02 -00.090.02 -0 -0 0-0.1-0-0 -0-0.1-00.08 -0.03 -0.060 0 0 -0 0-0.1 -0 -00 -0-0 -00 -0.1 -00.17sad -0 -0 -000.10-00 -0melancholy -0 -0-0 00 -0 0 0 0.09 romantic 0 -00.10 0 -00.10 0 -0.09 00.10-0.040 -0.09 -0 -0.090-0.09 0-0.04-0-0.09 0 -0 0 -0 0 0 0 0 -0 melancholy sad 0 soft romantic 0 romantic 0 -0 -0 -0 0 -0 -0 0 0 0-0 00 00 0 0 00 00 00 0-0 -0 00 0-0 -00 0 0 0 0 -00 0 0 0 00 -00 -00.03 -0 -0 0.150.1 0-0 0.03 0.07 10% 10.34 0.03 0.08 0.18 -0 0.08 0.18 0.03 angry 0.03 0.03 0.18 0.03 30.03 0.03 0.4 0.18 0.03 0.13 soft -0 -0 00.050 0.020 0.09 0.04 0 -0 0.02 -0.1 -0 0.09 -0 0.02 0.05 0.09 00 0 0.04 0 -0 -0 0.05 0.02 0 -0 -00.12 00.14 0 00.12 00.12 00.14 00.10 00.42-00.23 00.26-0 0 00.09-0 00.09 0 0 0 -0 -0 mellow -0 0 0 soft soft 0.11 mellow -0 -0dark 0 -0 0 0 0 -0 -0 -0 0-0 00 00 0 0 -0 0 -0 -0 -00 0-0 0 00 -0-0 00 0 0 -0 0-0 0-0.3 0-0.3 0.07 0 -0.1 0.02 0.13 0 0 0.04 -0.1 -0.3 0.17 0.07 -0.28 -0.28 -0.28 0.07 -0.280-0.28 -0.28 0.0 0.07 -0.28 0.00 0% -0 0 -00 0 -00 0 -000 -0.1 aggressive -0.1 0.09 0.03 -0.1 -0.1 aggressive -0.1 0 -0.1 0.05 -0.1 -0 -0.1 -0 -0 -0 -0 -0.100.09-00.03-0-0.1 -00.12 -0 -01.5 -0.1 0 -0.10.110.05 0.03 -0.11 0.11-0.1 0.11 -0 -0.1 -0 0.12 -0 0.15 0.090.14 0 0 -0 -0 0 -00.17 0 00.18 0 0 -0 0 0 0 -0 0 -0 00.12 0.17-0.1 cool -0 00.10 0 0 0 -00.18 mellow cool mellow 0.14 0.27 -0 0.02 0.31 -0.2 0.07 0.32 0.27 0.02 0.27 10.27 0.27 0.1 0.02 0.27 0.09 0 -0 00.6 -0 0 0 -0 00 -0-0 00 0 -0 -0 0-0 0 0 -0 00 0-0 -0-0 -0 0 0 0-0 -00 0-00 -00 -00.27 -0 0.11 0 -0.2 0.12 0.02 0.27 0.27dark 00 -0 00.04 -0 -0 0 0 0 -0 3% 3.448 0.05 0.03 0.05 -0 0.08 0.01 -0.1 -0dark 0.06melancholy -0 -0 -0 -0 0.05 0.03 0.05 -0 -0 0 0.04 0.08 0.01 -0 -0 -0.1 -0 -0 0 0.04 0.05 0.03 0.05 0.000 -0 -0 0 -0 0 angry 0 0 -0 -0 -0 0 -0 0 -0 0 0 -0 0 0 0 0 0 -0 0 0.09-0.1 -0 0.06 -0 cool cool 0.62 -0 0.15 0.07 0.03 0.62 -0.2 0.13 -0 0.62 0.62 0.62 -0.05 0.62 0.62 0.62 -0.05 0.62 1 00 -00 0-0 0 0 0-01 0-0 -00 -0 -0 10 10 1-0 -00 -0 0-0 0-0 0-0 -0 0 -0 0 -0 1 0 -0-0 0-0-0 0angry 1 00.62 0 0 -0 0 0.09 aggressive 0 2 0.3 0.16 7% 6.897 melancholy -0 -0 sad melancholy 0.03 0.02 -0 0.280.17 0.18 -0.10.170.17 0.03 0.02 -01.0 0.2 0 -00.100.17 -0.11 0.19 0.490.05 0.04 0.12 0.17 0.11 0.020.10 -0 0.17 0.180.24 0.140.04 0.05 0.03 melancholy 0.17 0.18 -0.1 0.17 0.2 0 -0 0.17 0.05 0.04 0.12 0.17angry aggressive0.18 -0 -0 -0 -00.11 -0 00.14 0 -00.13 0 00.14-00.13-00.14-00.21 0 0 0 -0 0 -0 0 0 0 00.17-0 angry 0.27 0.4 dark 0 -0 -0 0 -0 -0 0 0 -0 0 0 -0 -0 0 00.09 -0 0 0.03 0 -0 -0 -0 0 -0 0 0 -0 -0 -0 -0 < 0.09 0 5 0.6 0.12 17% 17.24 sad 0-0 0.07 -0.1 -0.1 -0 0.01 0.05 0.05 0.07 -0.1 -0.10.11 -0 -0.1 -0 -0 0.07 -0 0.07 -0.1 0.07 -0.1 -0.1 -0 0.01 0.05 0.05 0.080 0 0 0 0 0 0 0 0 sad 0 0 0 0 0 0 0 0 -0 -0 0 0 0.09-0 0 0 sad 0.01 0.05 0.05 0.07 -0.1 -0 -0 0.07 -0 0.03aggressive dark melancholy aggressive 0.5 0.09 0.11 0 0AVERAGE 0 0 0 02 -0 0.3 0 -0 0.10 0 -0 -08%0 -0 -0 -0 0 0.2 dark melancholy 0 0 0 -0 0 0 sad dark 0.09 0.20 0.17 0 -00.20 -0 -0 0 00.19 0 -00.19 0 00.19 0 0 0 0 00.10 0 -0 00.13 0 0 00.10 0 -0 bleeding lovemelancholy 0.18 0.29 0.20 0.13 0.20 0.11 melancholy sad 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 50 n0 -0 sum % 0 0.5 SUM 1.0 1.5 -0 0 NaN 0 0 6-0 7046 8047 904810049 11-0 0 0 1 150 16-0 17-0 180 19-020-0210 220 23 0 0 avg 0 -0 0 0 0 0 0 -0 -0 -0 -0 0 0 1 0 -0 -0 -0 0 0 0 0 0 1.0 0 happy -0 0 1 2 0.123 0.10 4 5 0.16 12 13 0.1014 0.42 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 0.13 0 0.18 0.22 0.10 0.10 0.10 0.16 0.10 0 18 19 20 21 4 8 0 9 0 100 110 12 13 15 0.12 26 27 28 29 1 1 0 0 0 -0 0 0 -0 0 0 0 0 -0 0 0 0 0 0 0 0 0 0 0 0 1 0 20 30 0 sad 0 0 050 06NaN 07 0 0 014-0 8-00.1125 sad -00 0 -0 0 0 -00 -0 0 16 -0 17 -0 0 0 -0 0 happy 0220 23-024 0 3.1 -0 -00.38 -0 35% 34.78 -0 0.01 -0 0.05 0.02 0.09 0.02 -0.1 16 mellow 0.09 SUM -0.1 0.08 -0 soft 0 0 0.11 0 funny 0 0 -0.1 -0 0 0.07 -0.1 -0 0.15 funny 0.07 -0 0.13 -0 0.07 0.08 0.1 0.09 -0.1 -0 0 0.07 0.08 0.1 0.09 -0.1 -0 0.15 0.07 -0 0.13 -0 0.07 0.19 0.14 0.08 0.1 0.08 -0.1 -0.02 0.00 0.03 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 021 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 0.19 -0.11 0.03 0.01 0.15 0.18 -0.1 -0.1 -0.11 0.19 0.19 0.19 -0.11 0.19 0.19 0.19 -0.11 0.19 -0 -0 -0 00 0-0 -00 0-00 0-0 -0-0 -0 00 00 00 -0-0 0-00 00 0-0 -0 -0 00 -0 0 0 -00 -0 0-0-00 -00.19 -0 0 -0sexy -0 -0 03.0 -0 0.25 0 1 0.1 0.11 3% 3.448 0 sexy 0.01 0.04 0.02 0.03 0.05 -0.1 0.01 0.03sexy -0 0.02 -0 0.03 -0 1.4 -0.1 -0 1 0.0120.0430.024 0.035 -0 6 -0.17 -0 8 0.059 -0.1 0 036037-038-039-0400 41 0 420 430 44-0 450 460 470 480 490 500 1 0.012 0.03 3 -013 4 0.02 5 -015 60.03 7 01780.06 9 -019 10-0.1 11 -0 130.04 140.02150.04 16 -017 018 019 -0 20 021 0 22 0 23 024 025 026 027-028 029 030 031 032 033 134 035 -0 12 14 18 20 21120.01 22 23 happy 0.39 24 0.39 25 -0 0.15 0.01 0.22 0.32 0.05 0.07 -0 0.39 0.39 0.39 -0.03 0.39 0.39 0.39 -0.03 0.39 0-0 -0 00 00 00 -0 -0 00 001000 11-0-0 -0-0-0 0-0 016 -0 -0 romantic funny -0 0 0 0 0 00 -0 -0 -0 -0happy -0-0 -0 0 0 0 0-0 0-0-0-00 -0 -0 -0 0.23 0 0 2 0.2 0.10 7% 6.897 happy funny 0.03 0.03 -0 -0 0.05 0.06romantic -0.1 -0 0.07 -0.1 0.01 -0 -0 0 0.03 0.03 0.030.10 -00.11 -00.10 -0 0 0.03 0.05 0.06 -0.1 -0 0.07 -0.1 0.01 -0 -0.10.140.04 0 0.030.100.03 0.03 -0.03 -0.04 0.32 0.21 0 romantic 0.20 0 0 0.220 -0.1-0 0.140 0.4 0-0.11-00.12 00.21-0.100 0.370 0.3700.19 0 0 0 -0 0 0 0 0 0.09 0 0 0.32 0 0 0 0 0 -0 0 0.210 0 0.20 -0 0 0.12 -0 0.37 0.37 -0.1 -0.1 -0 0.37 0.37 0.37 0.37-0-0.10 0 0.37 0 romantic funny 0 0 0.18 -0 -0sexy 0 -0 0 -0 0 happy -0 0 0.090 0.210 0.10-000.31 -0 00.14 0 00.09 0 0-0 -0 0 -0 -0 0 0.17-0 0.23 0 -0 0 happy romantic 0 0 0soft -0 1.2 -0 0 -0 -0 0 -0 0 -0 02.50 -0 0 sexy -0 0 0 0 0 0 0 0 0.21 0 2 0.2 0.10 7% 6.897 happy soft soft mellow 0 0 0.03 -0.1 -0.1 -0 -0 -0.1 0.05 0.03 0.1 -0.1 -0.1 0 -0.1 -0 -0 0 0 0.11 0 0.22 -0.1 0-0 0 -0 0-0.1 -0.2 0-0.1 0.12-0.10.25 -0 0.12 0 0.10 00.10 -00 0.140 0.0300.17 0-0.1 00.04 0 0 -0 0 0.020 0.19 -00.14 -00.23 0 0 -0 0 0 0 -00.23 0 0.19-0 0.10 0 -0 0 0.100 -0 -0 0 0 -0 0 0 0 0.26 0.10 0.190.03 0.19 -0.05 0.02 0.02 0.19 0.19 0.19 0.19 0.19 00.02 0 0.19 -0 soft mellow 0 soft 0 0.030 -0.10 -0.1 -0 -0.1 0funny 0-0 0 0 0.050 0.03 -0 0.1 0 -0.1 -00.25-0.1 0 -0 0 0 0 0.00 sexy mellow funny 0 funny -0 -0 0 -0 -0 -0 -0 0 0 0 0 -0 -0 0 -0 -0 0 0 -0 -0 -0 0 0 -0 -0 0 0 0 0 0.19 3.448 0 cool angry 1 0.1 0.09 3% cool angry mellow 0.02 0.1 0.02 0.09 0.01 0.08 -0.1 0.09 0.04 0.07 0.05 0.09 -0 -0 -0 -0 -0 00.02-00.10 0.020 -0 0.01 0.02 0.19 0.09 -00 0.11 0.19mellow 0.19 0.10 0 0.140 0.11-00.14-00.02 0-0 0-0 -0 0 0.190 -0.000 0.190 0.1900.19 0-0.00-00.19 0 -0 -00.09 0 0 0 -0 0 0 0.14-0 0 0.10 0 0 0 0 0 0 -0 0 -0 -0 -0 0.140.09 0.11 0.10 0 -00 -0 -0 -0 0 00.08 0-0.1-00.09 0 0.04 0 0.07 0 0.05 -0 0.09 -0 0-0 0.15 0-00.100 -0 0.09 -0-0 0.09 -00.020 0.100.19 cool 0 28 0 Semantic contours in tracks based on emotional tags 10 12 -0 13 0 14 0 011 -0 sad 0 0 -0 0 0-0 0-0 -0 01 0-0 0-0 -0 0 -0 0 0.05 0.1 -0.1 0.75 0.75 -0.1 0-0 00.01 1 10 10 -00 -0 0-0 0-0 0-0 -0 0 -0 -0 0 1 0 -00 -0 0-0 01 00.75 0 0 0 0.05 0.12 0.01 -0 -0 -0 0.02 0.05 0.12 0 0.12 -0 0.12 0.06 0.07 0.01 -0 -0 0.01 0.00 0.05 0.11 0.13 0 -0 -0.1 -0 0.38 0.11 0 -0 -0 00 -0 -0 0 00 -00 0-0 -0 0 -0 0 -0 > 0.25 0 -0 -0 0 0 00 0-0 -0-0 0 0-0 00 0-0 -0 0 0 0-0 0 0 -0 0-0 00 00.13 0 0 sad 0 0 -0 -0 0 happy 0.05 0.12 -0 0.02 0.05 0.12 0 0.12 -0 happy 0.12 0.01 -0 0 0.1 0.05 0.02 -0 -0 0.02 0.06 0.03 0.03 0.01 0.09 0.04 0.02 0.01 0.11 0.01 0.01 0.01 -0.1 0 0.1 Bleeding 0.03 -0 -0 0.1Love -0 -0.1 21 -0Things I Want In A Lover 0.05 -0 0.05 -0 0.1 0.03 -0 0.02 0 0.06 0.03 0.04 -0.1 0.03 -0 -0 Coldplay-00 Nothing Else Matters 0.01 0 0 -0 0.05 0.11 -0 Leona Lewis Alanis Morissette -0 happy -0.1 -0.1 0 Metallica 0 0 0 -0 0 0 0 happy 0 0 -0 -0 -0 funny -0 -0 -0 0 sexy 0 -0 -0 0 romantic -0 0 0 0 0 -0 -0 soft -0 0 0 mellow -0 0 0 -0 0 cool 0 angry -0 -0 -8.39E-04 0 -0aggressive 0 -0 0 0 0 0 dark 0 0.08 0.18 -0 0.04 -0.1 0.01 -0 aggressive -0 -0 -0 0 0 0 -0 0 -0 -0 -0 -0 0.09 0.06 dark melancholy mellow -0 0 0 0 0.06 0.01 -0 -0 0 -0 -0.2 0.02 0.11 sad cool -0 0 -0 0 angry 0 0 -0 0 0 0 -0 -0 0 0 -0 0 -0 0 -0 0 -0 -0 0.11 0.06 -0.1 0.02 -0 0.09 0.04 -0.1 0.02 -0 -0.1 0.05 -0 romantic -0 0.04 -0 dark melancholy 0 0 -0 0 0 0 0 0 0 0 0 0 -8.56E-06 0 0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0 0 0 -0 0 -0 -0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 -0 -0 0 0.01 0.06 0.03 0.01 -0.1 -0.1 -0 0.01 0.04 -0 soft mellow 0 -0 0 0 -0 -0 -0 -0 -0 -0 0 0 0.05 0.1 0.02 0.16 0.02 0.04 -0.1 -0 0.06 0.02 0.1 0.42 0.01 0.06 0.02 0.01 0 0.07 0.13 0.02 0.04 0.04 0.01 0.05 -0 0.09 0.03 -0.1 -0sad -0.1 0.03 -0.1 -0 0.04 0.01 0.04 0.12 -0.1 0.02 0.04 0 0.01 0.02 0.06 -0 -0.1 0.04 0.01 0.13 0.06 0.09 0.09 0.09 0.09 happy 1 0 0 -0 060 0 0 -0 0 0 0 0 -0 0 1 -0 aggressive aggressive 0.07 0 0.05 -0 Coldplay 0 funny sexy happy happy romantic funny funny soft sexy sexy mellow romantic romantic cool soft angry mellow mellow soft aggressive cool dark angry melancholy aggressive sad dark melancholy cool angry aggressive dark 0 0.106 melancholy 0.212 sad sad 0.3554 0 10 20 30 40 50 60 70 80 90 100 0 10 20 30 40 50 60 70 80 90 100 0 PRESENCE % F g 1 Accumu ated LSA va ues o emot ona components tr ggered by the yr cs and the r correspond ng ast m tag c ouds - rom top e t and across “21 Th ngs want n a over” (A an s Mor ssette) “B eed ng ove” (Leona Lew s) “The Sc ent st” (Co dp ay) “Mad wor d” (Gary Ju es) “Noth ng e se matters” (Meta ca) “Star ght” (Muse) and “Come away w th me” (Norah Jones) % M happy funny sexy romantic soft mellow cool angry aggressive dark melancholy sad 0 10 20 30 40 50 60 70 80 90 100 % 1 0 0 0 0 0 0 0 0 0 0 0 0.03 0.09 0.05 -0 0.04 0.02 0.07 -0.1 0.07 -0 0.07 -0 -0.1 0 -0.1 -0.1 -0.1 0.04 0.02 0.06 0.05 0.03 0.07 -0 0.07 -0 0.03 0.03 0.03 -0 -0 0.1 0.11 -0.1 0.16 -0 -0 -0.1 -0.1 -0 -0 -0.1 -0.2 0 0.05 0.08 -0 -0 -0 -0.1 -0 -0 -0 -0 -0 -0 -0.1 -0.1 0 0.05 0.08 -0.2 0 0 0 melancholy -0 -0.10 -00 -0.1 0 0 -0 0 2.6 0 0 0.21 0 0 31% 0 0 30.77 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0 -0 0 0 0 0 0 -0 0 -0 0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0 -0 0 -0 0 0 -0 -0 -0 0 0 -0 angry 0.15 dark 0 0 0 -0 0 -0 angry angry 12 0.09 0.01 -0.1 -0 0.05 -0 -0.1 -0 0.1 -0.1 0.07 -0.1 0.07 -0.1 0-0 -0.1 -0.1 0.01 0.15 -0.2 -0.1 -0 -0.1 0.07 -0.1 0.07 -0.1 -0.1 -0.1 sad 0.04 -0.1 0.02 -0.1 -0.1 0.28 0.08 0.04 -0 -0 0.16 0.05 0.04 -0 0.01 -0 -0 -0 -0.1 0.06 0 0.04 -0 0.02 -0 -0.1 0.3 0.05 0 0 0 -0 0.16 -0.1 0.06 0 0.2 -0.1 -0.1 -0.10 melancholy 0 -0 -0 -0 0 00 0 0.0 0 -0 0.00 0 0 00%0 0 00 0 -0 0 0 0 -0 0 0 0 -0 0 0 0 0 0.13 0 0 -0 aggressive aggressive -0 -0 -0 0 -0 0 -0 -0 0 -0 -0 -0 -0 0 -0 -0 -0 0 0 -0 0 -0 -0 -0 0 -0 0 -0 -0 -0 -0 -0 -0 -0 -0 0 -0 0aggressive 0.19 0.13 -0.1 0.01 -0.1 0.13 0.04 0.07 0.15 0.09 0.26 0.09 0.26 -0 0.03 0.02 -0 0.11 0.12 0.13 -0 0.02 0.09 0.26 0.09 0.26 -0.2 -0.2 -0.2 0 0 0 -0 0 0 0 -06 0 1.5 0 -0 0.24 0 0 -0 0 0 0 -0 0 0 0 -0 0 0 0 -0 0 0 0 0 0.11 0sad 15%0 15.38 dark dark 0 0 0 -0 0 -0 0 0 0 -0 0 -0 -0 -0 -0 -0 -0 -0 -0 0 0 -0 0 -0 -0 -0 -0 -0 -0 -0 -0 -0 -0 0 -0 0 0 0 0 dark Oasis melancholy NaN -0 0 0 0 NaN 0 0 -0 0 NaN 0 -0 -0 -0 NaN 4.33E-04 -0 0 -0 NaN -8.71E-08 -0 0 -0 NaN 0 -0 0 -0 NaN 0 0 0 0 NaN -0 0 -0 0 NaN -0 0 -0 0 NaN 0 -0 -0 -0 NaN -0 -0 0 -0 NaN -0 0 0 0 -0 0 0 0 0 0 0 -0 -0 -0 0 0 0 -0 -0 0 0 0 0 0 0 -0 Wonderwall 0 0 0 0 0 -0 0 0 -0 0 1 NaN 0 0 0 sad 0 -0 0 0 -0 -0 0 happy 0 1 -0 0 0 NaN 0 0 0 0 1 -0 20 30 40 50 0 6 7 8 9 10 11 12 13 14-015-016-0 17 0 funny -0 NaN -0 -0 0 -0 00 -0-0 -0 0 0 -0 0 -0 -0 0 0 -0 0 0 0 -0 sexy 0 -00 0-0 0 -0 -0 happy 0 NaN 0 -0 04.0 -0 -0 -0 -0 -0 -0 -0 -0 16 -0 -0 0 110 12 -0 13 -0-01400 150 0 1 2 30 40 50 60 -0 7 80 90 10 romantic funny 0 -0 0 NaN 0 -0 0 -0 -0 -0 -0happy -0 -0 -0 funny 0 00 0.160 0.23 -0 soft -0 0 0 -0 0 0 -0 -0 -0 0 0 -0 -0 0 -0 0.18 0.11 0.10 0.19 0.15 0.18 0.20 0.28 happy romantic 0 NaN 0 0sexy 03.5 -0 -0 -0 -0sexy -0 -0 -0 -0 0 0 -0 mellow 0.26 0.24 0.23 -0 0 0 -0 -0 -0 0 0 -0 0 -0 0 0 0 0 -0 0 mellow romantic -0 NaN -0 0funny -0 0 -0 0 0soft 0 0 0 0 0-00.1300 -0 3.0 0 0 0cool cool angry 0.10 0.16 -0 -0 -0 -0 0 -0 -0 -0 -0 0 0 0 soft sexy 0 NaN -0 -0 -0 0 0 0 0aggressive 0 0 0 dark angry 0 0 -0 0 0.12 0melancholy -0 -0 -0 0sad -0 0 -0 -0 0 0.120 0 0 -0 0 NaN -0 -0 -0 0 00 -00 0 -0 -0 -0 0 mellow 2.5 romantic aggressive 0 0 -0 0 0 -0 0 -0 0 -0 0 0 0 0 -0 0 0 0 -0 0 -0 -0 -0 NaN 0 0 0soft -0-0-0 -0-0 -0 cool dark -0 -0 0 0 0 -0 0 -0 -0 0 0 -0 0 0 0 -0 0 NaN 0 angry 0 02.0 -0-0-00.140-0 0.16-0 -0 -00 0 0 0.180 0.14 mellow melancholy -0 0 0 -0 1aggressive NaN 1 0 0 0 -0-0 -00 -0 0 -0 -0 -0 0 00 -0 0 -0 -0 0 0.13 -0 0 00 -01 0 -0 00 cool 1.5 0 -0 -0 0 0 0.19 0 0.35 0 0.23 0 -0 0 0 -0 0 0 -0 0.18 -0 sad 0 0 0.42 0 0 0 0 18 -0 -0 0 00 17 00 0.16 -0 0.23 0 -0 0.13 0 0 -0 -0 0 -0 0 1 00 0 19 0 -0 00 18 00 00 -00 -0 -0 -0 -0 0 0 0 10 0 -0 0.19 -0 00 0 0 -0 -0 -0 -0 -0 -0 -0 -0 0 0 0 -0 0 0 -0 0 0 0 0 0 0 Winehouse -0 -0 -0 -0 -0 -0 0 Amy 0 0 -0 0 0 0 -0 Rehab 0 0 -0 0 0 0 -0 -0 -0 0 -0 0 -0 0.06 -0.1 27 -0 0.04 20 22 happy -0 021 -0 0230240 250 26 -0 0 28 -0 0 -0-00 0-00.06 -0-00.02 -0 00 0-0 -0funny -00.19 00 -0 00 0190 020 0 0.09 00 0.02 00 0 0210 -0 -00 23 -0-00.01 00 0.02 22 24 25 26 27 sexy -00 0.09 000 0.02 00 00.29 0 0-0 -0 0-0 0-00.02 -00 0.20 -0 0.19 romantic 00 -00 0-0 -0 -0 0.15 -0 -0 -000 -0.1 0.26 00 0-0-0.100 0.23 -0 -0 soft 0-0 00.15 -00 -0-00 0-0-0.1 -0 -0 -0 -0.1 -0 0.09 00 0.12 -0 mellow -0 -0.1 -0 -0.1 0 -0 -0 0 -0 0 -00 -00 00 0.02 0 0 0 0 cool -0 0 0.11 -0 -0 -0 0 0 0 0 -0 0 -0 0 -0 0 0 0.09 0 -0.1 0.05 0 -0 -0 -0 0.100 0 0 0 -0 angry 0 0 0 -0 0 -0 -0 0 0 -0 0 -0 -0 0 0 0.02 0 0.01 -0 00 -00 0 aggressive -0 0 -0 0 -0 -0 0 0 -0 0.1 0.11 -0 -0-0 -0 -0-0-0-00.11 -00 0.16 0 -0.1 dark 0-0 -0 0 00 -0 0 0 0.11 29 -0 -0.1 -0 -0 0.08 0-0 28 0-00 0-00 -00 -0.1 -0 0.04 0 0 -0 -0 0 0.08 0 0 0 -00 0 0 -0 0 -0 0 0 0 0 0 0 0 0 0 0 -0 -02 0 -0 -0 05%0 -0 0 -0 0 melancholy -0 -0 0.09 0-0 -0 melancholy 5.128 0.3 0 -0 0.13 0 -0 -0 0 0 0.18 0 0 -0 0 0 0 0 0 < 0.09 43.59 17 0 3.1 44%0 -0 sad 0 0 0 0 0 0 sad -0 -0 -0 0 -0 -0 -0 0 -0 -0 0 0.01 -0.1 0 0.02 -0.1 0.06 37 -0.1 -0 30 0 031 032-0330 340 350 36 -0 0 38 0 0.09 0.01 0 -0 -0-00.02 0-00.16 -00 00 -0 0 0.19 -0 -00 00.04 -00.06 -0 0.02 -0 0 0.07 -00 -0 -0.1 -00-00.06 -0 -00.01 00 0.02 -0 00 0 030 0032 00 0.02 0 0 0.09 29 31 33 34 35 36 37 -0 -0 0.02 0 0 0.18 -00-00.01 00 -0 -00.02 00 -0 -0 -0 0 -00.11 -0 0-0 -00 0 -0 0.16 0.25 0.09 -0 -0 -0.1 00 -0 -0 0-00 -00 0 0.02 0.03 -000 0.1 -0 0.23 0.23 -0 -0 00 -00-00.09 0 -0 -0 -0 -0 -0.1 -0 00 -0 00.13 -00 -0 -00-0-0 0 -0 -000 -0.1 0.14 -0 -0 -0.1 -0 -0.1 0-0 -0-0 0 -0 -00.020 0.01-0 -00 -0-0 -0 0 -0 0 0 0 -0 -0 -0 0 0 -0 -0 -0 0 -0 0 -0 0 -0 0 -0 0 -0 0.05 00 -0.1 0.11 0.12 -0 0 0.06 -0 0.01 0 0.02 -0 -00 0.09 -0 0.13 -0 -0 0 -0 0 -0 0 -0 0 -0 0 -0 00 -0 -0 0.03 -00 0.12 -00 0.02 0.12 -0 0 0.14 -0 0.01 0 00 -0 0 -0 0 -0 0 -0 0 -0 0 -0 -0.1 0.05 0.01 0.02 -0.1 0.11 0.16 -0.1 -0 -0 -0-0 -0 0-0-0-0 0-0 -0-0 -0 -0 -0 -0 -00 MGMT -0 -0 -0 -0 -0 0.15 20% 0.04 40 0.07 0 0.03 0.04 0.11 0.03 0.06 -0.1 AVERAGE -0.1 0.15 -0 0.218 0.01 -01.4 0.06 -0.1 39 n sum avg-0 0.04% 0 0 0 0 0 -0 0.05 0.08 0.05 0.01 0 0.02 3-0 4 0.13 5-0 6 0.25 7 0.02 11 0.19 12-0 13 14 1 2 -0 -0 -0 6 0.07 800.890.06 10 0.14 15% -0 -0 -0 -0 0.21 0.06 0.06 happy 2.20 SUM 0.02 -0.1 0.03 -0 -0 -0 0-0 -0 0.01 0.28 0.01 0.09 1 2 3 0.02 5 0.06 6 -0 7 0.04 8 9 10 11 0.02 12 13 14 15 16 -00 -0 0 -0 > -00.25 0 04 -0 0 08 0.04 0 -0.1 01.40.01 0 0 0 0.02 020% 0 -0 38 39 0.17 happy funny 0.02 -0 -00.06 0-0 0.13 0 happy 0.02 -0 -0 -0 0.11 -0 funny -0.1 0.03 0.01 0.02 -0 00 0.02 1.98 -00 -0-00 -0-0happy -00.25 0.12 0.14 0.13 0.34 0 -0 0 -0 0 0 -0 0 0 0 0 -0 2 0.3 0.13 5% funny sexy sexy romantic -0 -00.11 0-0 0.11happy -0.1 -00 -0 -0.1 -0 0.12 -0.1 0.01 -0.1 0.2 -0 0 -0 -0 -0.1 0.10 mellow 0.09 0.22 0 romantic 0-0 0.01 0 -0.1 0 -0 00 0.04 0 -0 0 -0 0 0 0.21 0 -0 0.23 soft 1.76 0.0-0.1 0.00 0% funny sexy funny -0 -0 -0 -00.21 cool -0.1 -0 -0 -0 0-0.1 0.01 -0.1 -0.1 -0 -0 0.09angry -01 -0 0.01 -0 -0 -0.1 -0.1 -0.1 -0.1 0.11 -0.1 0.33 0 0 0 0 -0 -0 -0 -0 -0 -0 0 -00 -0 sexy 0.1 0.11 3% 0 sexy romantic 1.54 aggressivesoft dark 0 0 0 0 0 0 0 0 10 0.02 -0 soft 0.05 0.09 0 -0 0.22 0.14 0.10 0.07 0.09 0.17 -0 0.03 -0 -0.1 0.02 0.17-0 00.13 0 00 -0.1 0 -0 02 0.07 0 -0 0 0.20.09 0.02 00%0 0 0.05 05%0 0 -0 -0 -020% 0.1 0.09 010% 0 0 0 0 0 0.27 0 0 0 0 0 0 0 17 18 0 0 0 0 0 0 0 0 angry 11 2.1 0.19 0.13 0 aggressive 0 0.0 0.00 0.11 0 dark 0 0.0 0.00 0.09 0 melancholy < 0.09 0 sad 2 7 0.3 1.2 0.16 0.17 0.12 16% 5 0.8 n 10 sum 2.1 avg 0.21 9 1.7 00 0 0.18 3 0.4 0.12 3 0.5 0.16 0 0.0 0.00 0 0 0.09 0 0 0 3 0.4 0.13 0 0.0 0.00 7 0.7 0.11 0.130 0melancholy aggressive 5 0.5 0.11 saddark 1 0.1 3 0.5 sad 15 0.3 1.0 2.4 0 0.13 0 0.13 0 0.13 0 0.13 0 > 0.250 0 0 -0 0.09 0 0.09 0 0.09 0 0.09 0 0.250 0 0 -0 -0 -0 -0 0 0 0 -0 0 -0 0 0 -0 0 -0 0 -0 05 -0 0.17 0.12 0 0 0 -0 0 0 0 -0 00 0 20 0 0 0 0.09 -0 0 2.5 0.10 0 0 0.14 0 0 0.230 0 0 0 0 0 -0 -0 -0 0.210 0 0 0 0.17 0 0 -0 -0 -0 0.17 0 -0 -0 0 0.12 0 -0 -0 0.10 -0 -0 0.12 -0 0 -0 0.10 0 0 -0 -0 0 0 0 0 0 0 -0 0 0 0 -0 0.12 0 0 0 0 -0 -0 -0 happy 0 0.110 0 0.09 18 funny 0 0 NaN 0 NaN 13 14 0 14 15 0 0 0.21 -0 0.19 -0 0 0.14 0 -0 0 NaN 0 0 -0 0 NaN 0 -0 0 NaN 0 -0 0 NaN 0.23 0 -0 -0 -0 NaN 0 NaN 0 NaN 0.36 0 -0 0.13 0 -0 0.10 0 -0 -0 NaN 0 -0 NaN 0 0 0 0 0 12 13 14 0.93 13 0.93 14 1.16 0.90 0.24 1.11 0.48 1.30 0.46 0.16 0.60 0.60 0.23 0.23 0.23 0.52 15 0 -0 0 0.17 0.44 0.440 0.44 0.15 0 0.24 0.240 0.24 0.13 0 0.27 0.44 0.11 0 0.32 0.44 0.44 0.14 0.54 0.15 0 0.09 0.09 0.09 0.09 0.09 0.09 0 0 0 0.44 7 soft 0.13 0.410 0.50 1.2 0.59 40.22 0.59 2 0.59 0.44 0.44 0.44 cool 0.44 0.44 romantic 10.442 0.44 0.50 0.17 0.24 sexy mellow 0.50 0.50 0.59 E n Feist 22% 0.1 0.11 0.5 0.25 6% 0.44 0.44 0.44 0.44 3% 0.21 50% 0.13 0.24 0.2415% 0.24 10 0.780.1 1.3 0.13 31% 10.61 0.09 0.78 0.78 0.78 0.78 3% 7 0.66 dark 0.66 0.76 00.76 cool 0.54 0.17 0.09 4 melancholy 0.09 0.09 0.09 0.09 80.09 1.2 0.00 0.17 22% 0.0 0.88 0.88 0.88 0.88 0% 0.88 angry 1.4 2.3 0.09 0.9 0.09 0.09 0.09 0.52 0.20 0.52 0.58 0.58 0.55 0.10 0.55 1.23 1.59 1.59 1.95 0.26 0.39 0.20 0.39 0.14 0.52 0.52 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.77 0.77 0.90 0.29 0.17 cool NaN NaN 0.17 NaN NaN 0.17 0.17 0.17 0.96 0.15 1.06 1.06 1.06 1.06 0.23 0.23 0.23 0.38 0.38 0.38 0.38 0.61 0.61 0.72aggressive NaN NaN 0.74 0.74 0.18 0.74 1.07 0.19 0.44 2.35 2.35 2.52 NaN NaN mellow 0 2.52 0 -0 2.52 2.52 2.52 NaN NaN 0 1.06 1.06 1.06 angry NaN NaN 1.06 1.06 1.06 NaN NaN 0 0.86 0.86 1.08 NaN NaN 1.08 2.14 NaN NaN 2.69 -0 dark NaN NaN -0 melancholy NaN NaN 1.07 1.07 1.07 1.62 0 3.17 -0 2.87 -0 0 -0 0.6 0 1.06 1.62 sad -0 0 0 -0 0.4 2.250 2.690 -0 NaN 0.2 NaN 3.89 1.03 1.03 0 1.06 1.06 0 1.08 1.08 0 2.69 -0 2.69 -0 0 -0 -0 -0 3.89 0 1.06 0 1.08 -0 mellow 0.00 4.24 4.24 4.24 angry 0 4.24 -0 4.240 1.5 0 4.24 -0 4.240 4.24 -0 cool 0.60.16 0.00 1.15 1.15 1.15 aggressive 0 1.15 0 1.15 1.15 -0 1.150 0.14 -0 0.27 0 angry 0.00 1.06 1.06 0 1.06 -0 1.06 -0 1.060 1.06 -0 1.060 1.06 1.060 dark 0 1.06 -0 0.18 -0 0.5 aggressive 0.00 1.08 1.08 1.08 1.08 -0 1.08 -0 1.080 1.080 1.080 1.08 -0 melancholy 0 1.0 0 1.08 -0 1.080 1.08 -0 dark 0.4 0.17 2.690 2.69 2.69 sad -0 2.69 -0 2.69 -0 2.69 -0 2.690 2.69 -0 2.69 2.690 2.690 0 2.69 -0 melancholy 0 -0 -0 -0 -0 -0 -0 0 -0 0 0.5 sad 0.3 0 0 -0 -0 0 -0 -0 -0 -0 0 -0 0 3.53 0 0 1.06 -0 1.06 -0 0 -0 0 -0 -0 2.69 0.17 0.17 0.26 0.26 0.26 0.26 0.26 0.26 0.62 0.62 0.79 0.79 0.79 0.92 0.19 1.04 0.19 1.04 0.28 1.40 4.24 4.24 4.24 4.24 4.24 4.24 4.24 4.24 4.24 4.24 4.240.00 0.00 0.19 mellow NaN NaN NaN NaN 0.24 0.26 0.10 0 1.15 -0 1.15 -0 1.15 -0 0.00 0.00 0.00 1.15 1.15 1.15 0.21 NaN 0.00 0.35 0.54 1.06 1.06 1.06 NaN 0.23 0.23 0.23 1.08 1.08 1.08 NaN 0.75 0.75 0.75 2.69 2.69 2.69 NaN 3.89 1.03 0 1.06 R d oh d 0 -0 0 -0 0 0 0 -0 -0 -0 -0 0.26 -0 -0 NaN NaN -0 0.00 0.10 0.10 0.19 0.19 1.15 1.15 1.15 1.15 1.15 0.12 0.20 NaN 0.20 0.74 0.74 0.74 0.86 0.86 1.06 1.06 1.06 1.06 1.06 NaN 1.05 1.05 1.05 1.05 1.05 1.08 1.08 1.08 1.08 1.08 0.32 NaN 1.47 1.47 1.47 1.47 1.47 2.69 2.69 2.69 2.69 2.69 NaN 0 0 0 romantic 0 -0 -0 -0 0 1.05 1.05 1.08 1.08 1.05 mellow 1.57 1.36 1.36 1.36 1.36 1.36 1.93 2.09 2.09 2.45 0.63 2.45 0.19 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 2.35 2.35 2.35 2.35 2.35 2.35 0 -0 -0 -0 -0 -0 -0 -0 0 0.00 0.00 0.00 0.00 0.00 0.00 cool 0.4NaN 0.00 0.00aggressive soft 1.47 1.47 1.74 1.91 2.19 2.35 2.35 2.35 -0 -0 -0 2.69 0 -0 2.69 00.00 00.00-0 0.00 -0 0.00 -00.16 -0 0.00 -0 -0 dark 0.00 0.00 -0 0.00 NaN angry mellow 0.3 -0 -0 -0 -0 -0 -00.00 00.00 -0 0.000 0.00 -0 0.00 -0 0.00 -0 0.00 0 -0 melancholy 0.00 0.11 0.24 0 -0 -0 0.24 NaN cool NaN 0 -0 0.2 N wA 0.12 aggressive 0.11 0.27 -0 -0 -0 0.09 0.09 0.00 0.00 0.00 aggressive 0.00 0.09 0 sad 0.09 0.09 0.00 0.00 1 0.18 0.18 0.00 0 0.19 0 3.29 3.29 3.29 1.22 3.29 1.41 3.29 1.41 3.29 3.29 0.84 0.97 3.29 0.97 3.29 1.22 3.291.223.291.223.29 1.22 4 mellow 0.7 1.19 1.19 1.19 1.36 1.36 1.36 1.36 0.00 0 00.00 1.19 1.19 0.000.15 0.00 1.19 0.00 0.00 0.00 0.4 0 1.36 1.36 1.36 0 0.44 0.44 0.3 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 0 0.00 0 0.00 0 00.00 0.000.11 0 0.00 0.00 0.00 0.00 0.00 0.00 0.18 0.18 2.35 0.00 0 0.10 0 0 0.00 0 0.00 16 cool 1.19 1.36 0 0.10 0 M 2mm 0.00 0 0.00 0 1.36 0.00 0 E n 0 -0 -0 0 0.11 1.19 1.36 0.10 2.35 0 -0 0 0.11 0.11 1.19 1.19 0.00 0 0.10 00.22 0 00.00 0.00 0 n 0.18 0.18 0.00 0.00 0 0.18 0.00 3 1.19 0.17 3.1 0.00 0.00 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 0.11 0.11 0.11 angry 0.11 19 0.11 0.11 3.7 0.19 1.19 1.19 1.36 1.36 0.11 0.19 0.11 3.29 11% 10.53 1.31 42% 42.11 1.19 1.19 50% 0.11 1.19 0.2 0 0.09 0.00 0.00 0.00 0.40 0.40 0.40 0.00 0.00 0.00 0.00 0.00 0 0.00 0.00 16 0.44 0.64 7 2.2 0.64 1.6 0.14 0.64 0.64 0.22 Coun n11 C2.0ow 0.18 0.49 sad 0.49 0.71 AVERAGE C 0.00 0.00 0.00 0.71 0.85 0.00 0.00 0.94 0.00 0.94 0.00 0.94 0.00 1.25 1.25 0.00 0.00 0.00 4.591 0.00 0.00 0.00 0.24 0.00 0.60 0.60 0.60 0.60 0.60 0.26 0.26 0.68 0.80 0.80 0.80 2.15 2.15 2.15 0.79 0.79 0.79 0.00 0.00 0.40 0.26 0.70 5.509 2.15 1 2.15 0.60 0.60 sexy 0.13 0.60 0.68 0.68 0.68 0.68 romantic 3.672 0.68 0.80 0.80 soft 0.80 NaN 0.80 0.80 happy 1.25 1.25 NaN 1.25 funny 0.80 dark 0.80 0.80 0.41 0.19 0.41 0.41 0.18 0.80 0.80 0.80 NaN 0.80 0.80 1.25 1.25 1.0 funny 00.20 1.25 NaN NaN 0.15 0.00 1.25 0.42 1.25 0.58 1.25 0.69 1.25 0.69 1.25 0.69 1.25 0.69 1.25 0.69 1.25 0.69 0.14 0.69 1.25 0.69 NaN 0.69 1.25 0.69 1.25 1.25 1.25 1.0 sad 0.15 0.60 0.68 0.20 0.68 0.68 0.80 0.80 0.80 0.68 0.15 0.80 0.80 NaN 0.15 0.15 0.41 0.41 0.41 0.41 0.41 mellow 0.41 0.41 1.30 1.30 1.30 1.59 2.754 1.76cool 1.76 1.76 0.16 NaN 1.93 1.93 1.93 2.11 2.45 2.45 2.45 2.45 0.23 0.16 NaN 2.45 2.45 2.45 2.45 0.30 0.30 0.30 0.30 0.30 0.30 angry 0.30 0.30 0.22 NaN 0.16 0.30 0.30 0.30 0.30 0.30 0.30 0.22 NaN 0.09 0.30 0.30 0.30 0.30 0.30 0.30 0.30 1.405 0.22 NaN 0.16 0.22 NaN 0.24 NaN 0.15 0.11 0.17 0.22 NaN 0.16 0.30 0.6 0.30 0.30 0.30 0.00 0.30 0.00 0.30 0.18 0.30 0.18 0.30 0.18 0.30 0.18 0.30 0.18 0.30 0.18 0.30 0.18 0.30 0.18 0.30 0.18 0.30 0.18 0.30 0.18 0.30 0.18 0.84 0.84 0.84 1.56 aggressive 1.56 1.56 1.56 1.56 0.12 NaN 0.15 1.56 1.56 1.56 1.56 0.13 1.56 1.56 0.12 NaN 1.56 1.56 1.56 1.56 0.16 1.56 1.56 0.12 NaN 0.15 0.13 0.12 NaN NaN 0.14 0.12 NaN 0.15 1.56 1.56 1.56 1.56 0.00 1.56 0.00 1.56 0.00 1.56 0.00 1.56 0.00 1.56 0.00 1.56 0.00 1.56 0.32 1.56 0.32 1.56 0.32 1.56 0.32 1.56 0.32 1.56 0.32 1.56 0.32 0.53 1.84 1.84 0.53 0.53 dark 0.53 0.53 0.53 melancholy 1.84 1.84 1.84 1.84 1.84 1.84 0.918 sad NaN 1.84 1.84 1.84 0.41 0.53 0.53 1.84 0.17 1.84 1.56 NaN 0.14 0.53 0.53 0.53 1.84 NaN NaN 1.84 NaN 1.84 0.53 0.53 1.84 1.84 0.15 0.41 0.53 C 1.84 1.84 0.13 14 0.32 0.3 0.17 NaN NaN NaN 1.84 0.00 1.84 0.00 1.84 0.00 1.84 0.00 1.84 0.26 1.84 0.26 1.84 0.26 1.84 0.26 1.84 0.36 1.84 0.60 1.84 0.60 1.84 0.84 1.84 0.84 1.84 0.84 NaN NaN 0.10 0.18 NaN 0.2 0.96 0.00 0.00 0 0.25 0.25 0.25 0.25 0.38 0.38 0.38 0.38 0.29 0.29 0.49 0.49 0.49 0.49 0.67 0.67 0.18 0.18 0.18 0.34 0.34 0.34 0.34 0.34 0.19 0.19 0.30 0.30 0.30 1.4 0.30 0.30 0.30 0.57 0.57 0.57 0.80 0.96 0.96 0.96 0.96 0.96 1.37 0.69 0.69 0.69 0.69 0.91 0.91 1.07 1.07 1.07 1.53 0.53 0.53 0.69 0.69 0.82 0.82 0.97 0.97 1.10 1.23 0.54 0.54 0.54 0.54 0.54 sad melancholy 0.54 0.80 0.80 0.80 0.93 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 3.66 3.66 3.89 3.89 4.11 4.11 4.47 4.47 4.47 sad 4.47 4.47 4.47 4.70 4.70 4.93 4.93 5.08 5.27 5.51 5.51 5.51 5.51 5.51 5.51 0.38 0.38 0.51 0.51 0.51 0.51 0.73 0.84 0.84 0.84 0.97 0.97 0.97 0.97 1.10 1.10 1.10 1.10 1.10 0.67 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.95 0.95 0.95 1.06 1.06 1.06 1.06 1.15 1.15 1.15 1.34 0.34 0.52 0.52 0.52 0.52 0.52 0.52 0.52 0.52 0.66 0.66 0.66 0.66 0.66 0.66 0.66 0.66 0.66 0.66 0.84 0.84 0.84 0.84 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 1.93 2.09 2.09 2.09 2.09 2.25 2.25 2.25 2.40 2.40 2.52 2.69 2.69 2.69 2.69 2.69 2.93 3.10 3.10 3.10 3.10 3.10 3.10 1.97 2.19 2.19 2.36 2.36 2.51 2.51 2.51 3.06 3.27 3.27 3.44 3.44 3.44 3.44 3.65 3.65 3.65 3.65 3.65 3.65 1.37 1.50 1.50 1.65 1.65 1.65 1.65 1.65 1.65 1.65 1.65 1.77 1.77 1.93 1.93 2.06 2.06 2.18 2.18 2.18 2.18 2.18 2.18 1.50 happy 1.21 1.37 1.37 1.37 sexy 1.07 1.29 1.29 1.53 soft cool 1.10 1.23 1.23 1.23 aggressive 0.99 0.99 0.99 0.99 0.99 melancholy 0.70 0.88 0.99 1.21 1.21 1.21 1.39 1.50 1.50 1.50 1.0 0.17 0.17 0.17 0.17 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.46 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.38 0.38 0.38 0.57 0.57 0.57 0.57 0.57 0.57 0.86 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 0 -0 -0 0 -0 -0 -0 0 -0 -0 -0 -0 -0 -0 0 0 0 -0 0 -0 0 0 0 0 0 -0 0 -0 0 0 0 -0 0 0 -0 0 0 0 1.616 0 0 0 0 -01.154 0 -0 -0 -0 0 0 0 0 0 0 -0 0 0 -0 -0 melancholy 0 2.85 3.06 happy funny 0 0 14 15 NaN NaN 0.19 16 0.42 0.92 0.92 0.42 funny 0.92 0.92 sexy 0.42 0.42 0.51 0.51 0.51 soft 1.50 1.50 2.26 2.26 0.28 0.28 0.32 0.32 0.16 0.16 0.16 0.16 1.81 1.81 1.81 1.81 0.18 1.34 1.34AVERAGE 1.44 1.44 1.44 1.44 1.44 1.44 0.84 0.84 1.02 1.02MAX 1.02 1.02 1.02 1.02 0.61 0.50 0.69 0.69 0.69 0.69 PRESENCE %0.69 0.69 0.69 0.51 0.51 0.51 0.51 0.51 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 funny sexy 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 2.26 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 sexy romantic romantic soft soft mellow mellow cool cool angry angry aggressive aggressive dark dark melancholy melancholy sad sad cool dark melancholy 0 1.836 Coun n C 3.672 ow C NaN NaN NaN NaN 0.39 NaN NaN 0.13 0.09 0.26 0.1500.21 NaN NaN sexy 1.50 1.50 1.50 1.50 1.50 1.68 1.79 1.79 1.79 1.79 1.79 1.79 1.79 1.79 1.79 0.46 0.46 0.65 0.65 0.65 0.65 0.65 0.65 0.82 0.82 0.82 0.82 0.82 0.82 0.82 soft 0.86 0.96 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 1.57 NaN NaN 0.10 0 0 0 0 0 sexy cool romantic angry soft mellow cool dark 0 0angry aggressive > 0.25 0 happy n 10 sum 3.1 avg 0.31 6 1.1 0.18 2 0.3 0.14 4 0.7 0.18 15 4.3 0.29 % melancholy 42% 41.67 sad 25 25% 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.21 0 0 -0 0 0 0 0 0 00.2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.19 0 0 -0 funny 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.17 0 0 romantic 0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.15 0 angry 3 0.6 0.21 13% 12.5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.13 0 aggressive 1 0.1 0.13 4% 4.167 happy 42% 41.67 37.5 38% funny funny 0 dark sexy melancholy 0.23 0 romantic 0.25 sad M soft 8% 8.333 17% 16.67 62.5 63% 6 0.8 0.14 25% mellow 0 10 20 30 40 50 60 70 80 90 100 2.6 0.22 50% cool 12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.11 0 dark 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.09 0 melancholy 0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 < 0.09 0 9 10 2.1 2.9 0.24 0.29 7 1.8 0.22 31% sad 3.2 0.32 0.33 0.32 NaN NaN 0.15 0.16 NaN NaN 0.33 0.27 0.27 0.52 0.39 0.20 0.10 60 80 100 0 20 1 40 60 2 0.17 80 3 100 0.34 % M cool % 0 0.112 % 0.225 M angry dark sad 25 PRESENCE % 50 % aggressive melancholy M M 0 10 20 30 40 50 60 70 80 90 100 sexy soft mellow cool aggressive 0.20 romantic 0.13 soft 0.26 40 angry 0.20 % % sad M 0 10 20 30 40 50 60 70 80 90 100 M mellow 0.15 cool 0.10 angry NaN NaN NaN NaN 20 romantic 42% 41.67 SUM 42 43 44 45 46 47 48 49 50 0.16 NaN NaN NaN NaN 0.20 0 funny mellow 0 NaN NaN PRESENCE % PRESENCE % aggressive 0 0.16 100 2.5 happy soft 0 0.37 80 2.0 sexy dark 0.45 60 1.5 0 0.159 0.318 0 10 20 30 40 50 60 70 80 90 100 funny melancholy 0.27 M romantic sexy 0.2310.19 0.20 % happy 0.69 funny 0.16 5.509 AVERAGE 1.02 happy 0.37 40 1.0 happy 0.32 NaN NaN NaN NaN 20 0.5 happy funny 0.28 0 0.19 0 0 AVERAGE PRESENCE % 0.92 0.42 0 0 2.26 angry 0 NaN NaN sad 1.50 mellow NaN NaN 0.16 0.92 0.92 0.92 0.92 0.92 0.92 AVERAGE 0.19 0.42 0.42MAX 0.42 0.42 0.42 0.42 0.37 0.51 0 0.11 1.74 0.51 NaN NaN 0.462 SUM 1.44 0.86 AVERAGE 0.16 1.74 1.30 0.51 0 0.20 1.74 1.30 0.42 NaN NaN NaN NaN 1.74 1.30 0.92 0 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 1.74 0.51 0 17 18 19 0.693 1.74 0.42 0 sad 1.74 0.92 0 0 1.30 2.35 0.51 0 0 -0 1.15 2.35 0.16 0.42 0 0 0.38 2.35 0.92 0 0 0.38 2.35 0.51 0 0 0.16 2.35 0.42 0 0 1.15 0.16 2.35 2.35 0.92 0 0 1.15 2.35 0.51 0 mellow 0.95 2.35 0.42 0 0.4 0.95 2.35 0.38 0.51 romantic 0 0 NaN NaN 0.92 2.35 0.38 mellow 0.923 13 1.74 0.83 0 0.195 0.391 1.22 1.22 1.22 1.22 1.22 1.22 1.35 1.35 1.35 1.35 1.35 1.35 0 10 20 30 40 50 60 70 80 90 100 0.46 romantic 42 43 44 45 46 47 48 49 50 0 1.74 0 1 aggressive 0 0 -0 dark 0 0 0 -0 0 0 1.74 0 -0 -0 angry 0 -0 0 0 1.74 0.83 0 -0 soft 0 1.74 0.83 0 -0 -0 0 happy 0 0 happy 1.74 1.74 1.74 0 0 -0 -0 -0 -0 sexy -0 0 0.99 2.35 0 -0 0 1.385 0 -0 -0 -0 -0 cool -0 0 % 17% 5PRESENCE 0.8 0.11 Fig. 2. Accumulated LSA values of emotional components triggered by the lyrics and their corresponding last.fm tag clouds - from top left and across: “Everybody hurts” (R.E.M), “Iris” (Goo Goo Dolls), “Wonderwall” (Oasis), “Time to pretend” “Rehab” (Amy Winehouse). funny 1.57 1.93 1.93 romantic 1.69 1.80 1.97 mellow angry 1.37 1.37 1.37 dark 0.99 0.99 0.99 sad 0.8 1.10 2.35 0.68 2.35 aggressive 42 43 44 45 46 47 48 49 50 0.40 0 0.68 2.35 0.38 sad 3.54 0.17 0 -9E-04 0 NaN 1.81 NaN 0.40 0.70 0 -0 0.16 0.17 1.81 1.81 3.33 0.28 0 -0 1.81 0.16 0.40 0.17 00-0 -0 0.16 1.81 1.81 3.11 0.70 0 0.16 1.81 1.57 0.26 0.28 0.1 0.16 1.81 NaN 1.33 1.57 NaN 3.11 0.17 0 -0 0.16 0.16 0.26 0.43 0 0.32 2.88 0.15 0 -0 0.28 0.32 0.26 0.17 0 2.26 0.28 2.88 0.43 0 -0 1.50 2.26 0.32 0.26 0.15 0 1.50 0.28 2.64 0.17 0 0.51 0.26 0.43 0 0.42 0.51 0.26 0.26 0.15 -0 0.92 0.42 0.51 2.30 2.45 0.281 0.17 -0 0.92 0.42 0.51 2.26 2.30 0.15 -0 0.92 0.42 0.51 1.50 0.26 0.17 0 0.92 0.42 0.51 0.32 0.26 0.00 0 0.92 0.42 0.28 0.1 2.07 00.6 0 0.92 2.26 2.07 0 1.74 1.50 0.26 0 1.74 0.50 0.32 1.84 0 1.74 0.50 0.28 0.26 0 1.74 0.50 2.15 1.74 0.17 0 1.74 0.50 1.32 0.26 0.00 0 -0 1.74 0.40 NaN 0.16 1.38 0.17 0 1.52 0.12 NaN 0.32 0.32 0.26 0.00 0 2.35 0.22 NaN 0.28 0.28 1.18 0.17 0 2.35 0.28 0.26 0.00 0 0.16 2.35 0.25 0.16 NaN 1.82 1.93 2.04 melancholy 15 0.2 16 0.562 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35dark 36 37 38 39 40 41 0.00 0 0.16 cool 2.35 0.13 0.32 0.32 14 0.00 18 0.16 2.35 0.28 NaN 0.18 0.11 0.16 0.16 0.16 0.16 13 0.00 0 0.2 -0 0 0.40 2.35 1.82 0.32 0.11 mellow 0.19 0.96 0.96 1.06 1.33 1.33 1.33 angry cool 0.29 0.10 0.61 0.00 17 0.40 1.98 1.62 0.12 0.16 NaN 1.30 1.30 1.41 1.62 0.32 12 1.2 0.40 NaN 1.61 0.12 NaN 0.15 0.32 0.32 0.32 0.32 1.30 0.32 11 0 0.25 0.336 1.24 dark aggressive 0.00 0 0.25 0.87 0.22 NaN 0.16 0.28 0.28 0.28 0.28 1.30 mellow soft 0.00 16 0.25 sexy funny 0.15 0.32 0.00 0 0.25 0.87 aggressive angry 0.1 0.3 1.15 0.00 15 0.25 romantic sexy 0.34 0.20 0.28 0.28 0.28 0.28 soft romantic 0.32 0.00 -0 0 sad 0.25 0.15 0.18 0.18 NaN NaN 0.23 NaN 0.18 0.11 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.53 0.00 0.00 0.4 sad -0 0 0.53 1.84 0.41.84 NaN 0.4 0.11 1.124 0.53 0.00 0.53 0.00 0.843 0.3 13 0.53 1.84 0.25 0.87 0.460.360.61 melancholy dark 0.5 0 dark 0.5 NaN 0.18 melancholy NaN R d oh d 0 NaN NaN 0 0 0 -0 0 0 0 0 NaN NaN 0 0 0 -0 -0 NaN NaN -0 0 0 -0 00 -0 0 -0 NaN NaN -0 0 0 -0 1 2 3 4 5 6 7 8 9 10 -0 NaN NaN -0 0 0 0 0 -00.00 00.00 -0 NaN NaN -0 0 0 0 0.00 0.00 0.00 0.00 0.00 0.00 0.26 0.26 happy 0 NaN NaN -0 0 -0 0 -0 -00.24 00.24 00.46 NaN NaN -0 0 -0 0 0.46 0.61 0.80 1.04 1.04 1.04 1.04 1.0 funny E-04 0 NaN NaN 0 0 0 -0 0 -8.55E-04 0 00.13 NaN NaN 0 0 00.25 -0 0.13 0.13 0.13 0.25funny 0.25 0.25 sexy 0.13 0.13happy 0 NaN NaN -0 -0 0 -0 0 NaN NaN -0 -0 romantic 00.29 -0 0.90 0 -0 sexy 0.29 0.29 romantic 0.00 0.00 0.18 0.18 0.18 0.29 0.29mellow 0 NaN NaN 0 -0 0 0 0 00.00 00.00soft 00.00 NaN NaN 0 -0 0 0 0.00 0.00 0.18 0.18 0.18 0.18 0.18 cool angry soft 0.8-0 -0 -0 -0 NaN -0 NaN NaN -0 0 0 -0 NaN -0 0 dark 0 -0 aggressive mellow 0.00 0.00 0.00 0.00 0.19 0.19 0.19 0.19 0.19 0.19 melancholy -0 NaN NaN -0 -0 0 -0 -0 -00.16 -0 -0 NaN NaN -0 -0 sad 0 -0 0.16 0.16 0.16 0.16 0.41 0.57 0.57 0.57 0.57 0.7 cool 0 NaN NaN 0 -0 0 0 0 00.22 10.22 00.38 NaN NaN 0 -0 0 0 0.38 0.38 0.38 0.60 0.60 0.69 0.69 angry 0 NaN NaN 0 0 -0 00.6-0 -00.12 -0 0 NaN NaN 0 0 -0 0 0.12 0.28 0.28 0.41 0.41 0.53 0.53 0.53 0.53 aggressive 0 NaN NaN 0 0 0 -0 0 -00.00 -0 0 NaN NaN 0 0 0 -0 0.00 0.18 0.29 0.29 0.29 0.29 0.29 0.43 0.43 0.7 cool angry aggressive 0.26 0.53 0.53 0.15 NaN 0.87 0.87 0.16 1.15 1.15 0.10 NaN NaN NaN 0.18 0.00 0.68 0.00 0.68 0.00 0.68 0.00 0.68 0.00 0.68 0.00 0.68 0.16 0.68 0.16 0.68 0.16 0.68 0.16 0.68 0.16 0.68 0.16 0.68 0.16 0.68 NaN 1.16 2.28 0.15 0.168 0.13 0.87 0.42 0.87 0.87 0.69 2.45 0.00 0.9 happy funny 0.13 NaN NaN 0.23 0.11 sexy0.60 romantic AVERAGE 0.24 0.00 0.00 0.60 0.00 0.60 0.00 0.00 0.60 0.00 0.60 0.12 0.60 0.12 0.13 0.25 NaN 0.25 0.60 0.37 0.60 0.60 0.60 0.60 mellow funny 0.8 happy 0.72 cool angry MAX sexy romantic0.7 0.18 NaN NaN 0.14 NaN aggressive 0.12 0.80 0.12 soft 0.21 0.80 0.21 0.80 0.21dark 0.37 0.80 0.37 mellow 0.37 0.80 0.37 0.80 0.37 0.80 0.37 0.80 0.37 0.80 0.80 0.80 0.80 melancholy sad cool angry 0.6 aggressive dark 0.16 NaN 0.25 0.16 NaN NaN 0.20 0.36 2.45 2.45 2.45 0.14 2.45 0.41 2.45 0.62 melancholy 0.62 2.45 0.62 2.45 0.62 2.45 0.62 2.45 0.74 sad 0.95 2.45 0.95 2.45 1.15 2.45 1.15 2.45 1.15 0.5 0.18 0.00 0.68 0.68 0.68 soft 0.8 0.00 0.80 0.00 0.80 0.80 0.80 mellow 1.686 NaN 0.41 0.41 0.15 0.690.260.69 0.19 NaN NaN NaN 0.00 0.41 0.16 0.41 0.16 0.41 0.16 0.41 0.16 0.41 0.16 0.41 0.16 0.41 0.16 0.41 0.16 0.41 0.16 0.41 0.16 0.41 0.16 0.41 0.16 0.41 0.40 0.41 sexy 0.130.9 NaN 0.00 0.60 0.00 0.60 0.00 0.60 0.60 0.60 0.60 1.967 0.60 romantic soft 0.60 0.68 0.69 0.24 0.85 NaN 0.22 0.85 0.85 0.16 0.85 0.19 1.07 0.24 NaN 0.61 0.61 0.61 0.85 0.85 0.85 1.29 happy funny AVERAGE sexy romantic 0.13 0.67 NaN 0.13 NaN 0.370.130.51 0.51 0.51 0.51 0.67 0.67 0.79 0.79 0.92 0.92 0.92 0.92 soft mellow PRESENCE % 0.10 0.10 NaN 0.18 0.10 NaN 0.16 0.16 0.16 0.42 0.42 0.42 0.42 0.42 0.42 0.42 0.42 0.42 0.42 0.42 coolhappy angry 0.18 NaN 0.18 NaN dark 0.37 0.37 aggressive 0.37 0.37 0.51 0.51 0.51 0.51 0.51 0.51 0.51 0.51 0.51 0.51 funny happy NaN 0.19 NaN melancholy sad 0.40 0.66 0.76 0.76 0.76 0.76 0.76 0.76 0.76 0.76 0.76 0.76 0.95 1.13 NaN0.00 0.22 0.00 0.16 0.00 0.19 0.00 0.24 0.00 NaN 0.23 NaN 0.23 0.21 0.11 0.00 0.00 0.15 0.28 0.28 0.28 0.00 0.28 0.00 0.28 0.00 0.28 0.00 0.28 0.00 0.28 0.00 0.28 0.24 0.28 NaN 0.28 0.22 0.46 0.000.140.000.200.000.360.000.100.000.240.00 0.00 0.00 0.00 0.60 0 melancholy NaN1.25 1.25 1.25 0.15 0.53 0.41 0.25 0.16 NaN 2.45 2.45 2.45 1.25 0.11 0.41 0.41 NaN 0.18 0.11 0.53 0.53 0.53 0.53 NaN 0.41 0.41 1.25 NaN 0.41 0.41 1.836 SUM 0.00 0.00 2.15 0.00 0.00 2.15 0.00 2.15 0.00 2.15 0.00 26 0.00 27 0.00 28 0.00 29 0.0030 0.00 31 0.0032 0.12330.12340.12 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 48 0.38 0.38 50 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 2 18 2.15 19 2.15 20 21 2.15 22 23 24 25 350.12 36 420.00 43 0.00 44 0.00 45 46 2.15 3 2.15 4 2.15 5 2.15 6 2.15 72.15 82.15 92.15 102.15 112.15122.15132.1514 2.1515 2.1516 2.1517 2.15 2.15 2.15 2.15 2.15 2.15 2.15 0.00 0.00 0.00 0.00 0.00 37 0.00 38 0.00 39 0.0040 0.00410.00 0.00 47 0.00 0.00 49 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.16 0.16 0.16 happy 0.00 happy funny 1.25 1.25 1.25 1.25 1.25 NaN 1.25 0.26 1.25 sexy romantic NaN 0.22 NaN mellow 0.00soft 0.00 0.00 0.16 0.00 0.19 0.00 0.24 0.00 0.00 0.00 cool angry NaN 0.60 0.60 0.60 0.60 0.60 0.13 0.60 NaN 0.60 0.60 aggressive dark NaN 0.18 0.10 NaN sad 0.68melancholy 0.68 0.68 0.68 0.68 0.68 0.68 0.68 1.25 24% 24.14 17% 17.24 3% 3.448 0.11 10% 10.34 1.5 2.0 2.5 0.16 52% 51.72 0.09 sad melancholy 30% 0.00 0.79 1.68 0 0% 10% 10.34 0 0% 18% 18.42melancholy dark sad 0.94 2.15 17 10% 10.34 10% 10.34 0.64 2.15 16 % 34% 34.48 31% 31.03 romantic mellow romantic soft cool soft mellow angry mellow cool < 0.09 0 0.1 0.31 0.18 0.31 0.44 0.44 0.44 0.44 0.44 aggressive 1.36 50 1.36 1.36 42% 42.11 aggressive cool angry 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 29% 28.95 aggressive angry dark 0.00 0.00 0.00dark 0.09 0.09 11 0.09 0.09 1.8 0.09 0.090.16 0.09 0.09 aggressive 5 0.8 0.16 13% 13.16melancholy dark melancholy 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.330.13 0.33 2.15 15 0.45 0 -0 -0 -0 0.6 2.62 2.79 3.29 0.84 3.29 0.84 3.29 0.63 0.63 2.95 0.63 3.12 0.63 3.290.633.29 0.843.29 0.84 0.19 0.19 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 1.31 0.18 0.18 0.18 0.18 0.5 0 0.18 0 0.18 0 00.18 0.180.17 0 0.18 0.18 0.46 0.46 0.46 0.46 0.46 0.46 0.46 0.46 0.55 0.55 10.1 2 39 3 40 4 415 42 6 43 7 44 8 45 9 46 10 47 11 48 120 13 50 14 22 0.37 23 0.37 24 0.37 25 0.48 26 0.64 27 28 381.01 391.01 40 1.01 41 1.01 42 1.01 43 1.01 44 1.12 45 46 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 49 0.11 15 0.27 16 0.27 170.37 180.37190.37200.3721 0.37 0.64 29 0.74 30 0.74 31 0.74 32 0.74 33 0.74 34 0.7435 0.7436 0.85371.01 1.28 47 1.28 48 1.38 49 50 14 12 2.35 00.00 0 0 NaN -0 0.00 -0 NaN 0.00 0.00 -0 0.09 0.09 0.00 00.00 -0 0 NaN -0 0.100 NaN 0.10 0.10 0.00 0.24 0.00 NaN 0.00 0.24 0.00 NaN 0.00 0.09 dark 0.09 0.09 0.09 1 -0 0.00 0 -0 -0 0 sad melancholy 0.00 0.00 0.00 0.00 angry 0.1 0.00 18 13 12 dark 1.57 1.93 1.40 0.28 0.28 0.28 0.44 0.44 0.44 0.44 0funny 0 0 -0 0 melancholy 0 -0 -0 -0 -0 0sad 0 NaN -0 0 NaN -0 0.190 romantic 0.6 0.37 0.37 0.48 0.48 0.48 0.48 0.58 0.58 0.76 0.76 0.85 0.85 1.03 1.03 1.13 1.13 0.09 0.09-0 0.090 0.090 1.150.00 00.00 0 0.090 0.09 0 -0 -0 sexy 0 1.15 00.15 0 0.09 -0 0.09 0 0.09 0 0.12 0.09 -00.09 cool NaN -0 0.20 NaN0 0.20 NaN 0.11 soft 0.86 0.86 0.86 0.86 0.86 0.86 0.97 0.97 0.97 0.97 1.08 1.08 1.08 1.08 1.19 1.19 1.06 0 0 -0 0.5 0 1.06 00.00 00.000 0.00 -00.100.00angry 0 0.00 0 0.00 0 0.00 0 0.00 0 0.00 00.00 00.00-0 0.00 -0 0.000 NaN NaN NaN 0 -0 -0 0.00 1.15 NaN 0.54 1.06 NaN 0.85 1.08 NaN 0.89 2.69 NaN 0.2 C 0 sexy aggressive 0 4.24 -0 4.24 -0 0 -0 SUM n 0 1.23 0 0 0% 6% 6.452 23% 22.58 M mm Now At Last 0.58 1.40 AVERAGE happy funny sexy happy romantic 12.12 funny 6.25 soft sexy mellow 3.03 6.25 romantic cool 50 15.15 soft angry 31.25 3.03 aggressive mellow 21.880 cool dark 12.5 melancholy angry 24.24 25 aggressive sad 0 dark 33.33melancholy sad 3.03 0.22 0.17 0.17 0.17 0.6 0.14 0.68 0.77 0.86 0.9512% 0.2 0.12 6% 16 0.240.6 3.3 0.24 0.24 0.24 50.24 0.24 angry soft 0.24 0.44 aggressive 0.44 0.61 0.61 0.61 mellow 0 0 0.32 0.21 0.35 melancholy 0 0.34 13% 0.12 0.09 0.0924% 0 < 0.09 0 0.29 25% sad 0.098 0.12 0.13 0 1.55 1.55aggressive 0.00 1.28 1.28 1.46 1.55 1.73 1.82 1.82 1.82 02.00 2.090.0 2.09 2.09 2.09 2.09 0% angry AVERAGE 0.098 1.5 0.20 24% 0.09 dark 0.11 0 0.00 0.00 0.00 0.18 0.2 0.1 0.13 0.00 0.00 0.00 0.00 dark 0.00 0.00 0.0011 0.00 0.001.4 0.00 0.00 0.00 0.0033% 0.00 0.00 0.00 0.00 0.00 aggressive 0.10 0.11 0.16 0.09 melancholy 0 -0 0 0 0 -0 0 0 0 -0 -0 0 -0 0 0 -0 -0 0 0 -0 -0 0 -0 0 0 0 -0 0 0 0 -0 0 0 0.09 0 1 0.2 0.16 20 40 60 80 100 dark 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 3% 0.3 0 0.5 1.0 1.5 2.0 0.26 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.79 0.79 0.79 0.79 0.79 0.79 0.79 0.79 0.79 0.79 0.79 0.79 0.90 0.90 0.90 0.90 0.90 0.90 0.90 0.90 0.90 0.90 0.90 0.90 0.90 1.28 1.28 1.46 1.46 1.46 1.46 melancholy melancholy 3.2859 dark 0 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 0 25 26 27 28 29 0.28 SUM 0dark SUM 1 2 39 3 40 42 41 5 42 6 7 8 9 10 11 48 12 49 13 50 14 13 15 1416 23 27 31 32 33 0.16 0.30 0.16 15 23 30313132 3233 3334 3435 35 3637 37 38 43 44 45 46 47 n 1.3sum0.14avg 27%% 27.27 4 43 5 44 6 45 7 46 8 47 9 10 11 12 1517 1618 1719182019 21 2022 21 22 24 23 25 24 26 25 0.20 26 28 27 29 28 30 29 30 31 32 33 34 350.0936 37 38 39 40 41 42 43 44 0.1045 46 47 48 49 50 0.15 16 16 17 17 18 18 19 19 20 20 21 21 22 22 23 2424 25 26 27 28 29 30 36 38 39 1 40 413 42 48 49 50 n sum % avg sad 0 0 -0 0 0 0 0 -0 0 0 -0 0 0 -0 0 0 0 -0 -0 0 -0 0 0 -0 0 -0 0 0 0 0 0 -0 0 < 0.09 0 9 melancholy 0.00 0.00 0.00 0.00 0.14 0.14 0.14 0.14 0.14 0.14 0.14 0.14 0.14 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 sad 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.16 0.16 0.16 0.16funny 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.26 0.26 0.26 sad happy 0.35 0.23 0.57melancholy NaN 0.39 0.28 0.23 0.23 0.23 0.23 00.11 0.12 0.13 -0 -0 00 00 0 00 0 -4E-04 0 -0 0 -0 0 0 0melancholy 0 0 33% 0 0 33.33 0 00 0 0.19 0 0.13 0 0 0 0 00.13 0 0 00.15 0 0.090 0.260 0.090 0.260 0 0.12 0.09 0.33 0.17 0 -00.37 0 -0 0.19 8% 8.333 1.8 0 -0 0.13 happy 0.09 0.26 2 0.09 0.26 0.4 -0 -0 -0 -0 -00 -00 -00 0NaN 00 0-0 0-0 0-0 00 0 0happy 0 -0 0 happy 0 0-0 0 0-0 00.23 0-0 00.58 sexy 00 -0 0 0 00 0 -0 70 0.02 2.2 0.31 2.0 N NaN aN romantic -0 -0 -0 0 NaN -0 NaN NaN -0 -0 0 0 NaN -0 -0 0 0 0 .42 0 .00 N aN -0.20 -0.02 0.06 0 .00 happy happy 0 NaN sad AVERAGE 0.00 0.27 0.27 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.50 0.50 0.50 0.50 0.86 0.86 0.86 0.86 0.98 0.98 0.98 0.98 1.10 1.10 1.10 41.10 1.220.6 1.22 1.22 1.22 1.22 0.11 0.26 0.26 0.26 0.43 0.57 0.73 0.95 1.09 1.09 1.51 1.51 1.51 1.51 1.51 1.73 1.73 1.73 1.73 2.17 2.32 2.32 2.32 2.32 2.44 2.44 2.60 2.60 2.60 2.60 2.60 2.77 2.87 2.87 2.96 2.96 2.96 2.96 3.11 0.11 13% 1.00.15sad NaN 0.19 0.19 0.19 0.250 0.13 0.09 0.09 0.25 0.09 0.09 0.090 -0mellow 0 -00.21 0happy 0 00.25 00.13 00.09 -0 0.25 0 0.13 4 0 0 0.13 0 0.090 19% 0 0.090sad 0 0 0 0 0 PRESENCE 0 0 0 0 0% 0 0 0 0 > 0.25 0happy 37.5 9 2.4 0.26 38% -0 0.190 0.100 0 00.19 00 00 00 00 00 0 0funny 0 2.7383 00 000 000 000 soft 00 00 NaN 0 00.09 00 00 0 0 0-0-0>-000.25 19.050 0 0 happy funny 1.3 0.31 funny N0aN NaN 0 -01.8 0 00 00 0NaN 0funny 0 NaN 00funny -0 NaN 0 0 -00 0 0 NaN 0 00 0 0.03 -0.14 0.24 NaN 0.22 -0.04 0.16 0.19 0 .24 happy funny funny 0 NaN 1.6 1.0 0.16 0.13 0.13 happy funny -0 -0 cool -0 20 -0angry -0 22 0 26 0 27 0 28 0funny 0 -030 00.13 0 033-0340.1335 -0 0 38 0 0.00 0 0 0 0 0 00 0 0 sexy 0 0 0 0 0 romantic 0 0 0 0 0 0 0 0 0 0.25 0funny 37.5 9 1.7 0.19 38% 0.9 sexy 0 -0 0 sexy NaN 0-0 0 0-0 010sexy 0 11 -0 0 12-0 0 13-0 001400015 00 17 0 019 0 0 0-0NaN 0 0 0 sexy sexy 4 5 7 0 9 0 18 24 29 -0.16 31 032 37 39 40 0% 0 36 0.0 N NaN aN AVERAGE 0.17 0 0 NaN -0 -0 0-0100 200 30NaN -0 06 6.40E-04 08 00romantic NaN 00 16 NaN -00 NaN 00 dark -021 -00 0 23 -0025 -0 00.25 -0 -0 0.03 .13 Nsexy aN -0.01 -0.03 -0.03 0.09 0 .13 aggressive sexy romantic SUM0.9 0.13 29% 29.17 1.5 soft 1.6 0.09 0.23 NaN 0.29 0.30 soft mellow 0.23 0.22 0.130 0.13 00.40 0 sexy -0 -0 00.4100.19 0 0.50 0 0.500 0.50 -0 0.50 -0sad 0 00.63 00.63 01 0.63 0 00.83 00.83 00.83 0 0.83 0 0.83 -0 0.83 -0 0.20 -0 0.83 -0 14% 0 18 0 14.29 0 0.9 0 021 happy 022 023 024 025 0260 27mellow 0 280 29 0 30 0 310 32 0 33 0 0 0 0.23 0 sexy 1.4 happy funny 7 melancholy 2 3 0.83 4 5 0.06 6 0 7 -0 8 -0 90.18 10 11-0.07 12 13 14 15 16 17 19 20 -0 -0 -0 -0-00.13 -00 0.13 -0-00.13 0soft 0-0 0.13 00 0.30 00 0 00 0 00.30 NaN 0romantic 0 0 0 0 0 0 0 0 0 0 0 0.23 AVERAGE 0.15 0 romantic romantic NaN 0.13 0.30 0.30mellow 0.30 -0 0.41 0 0.41-0 0.41-0 0.41 0.50 0.50 0.63 0.63NaN 0.83 0.83 0.83 0.83 0.83 0.83 3 0.6 -0-0 NaN 0 -0 NaN 0 -0 0 -0 NaN -0 NaN -0 -0 -0 -0 -0 0 -0 -0 0 0 -0 .10 0.11 NaN 0.02 0.10 0.11 0.8 romantic romantic 1 cool 2 3 4 5 6 angry 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 MAX 0.47 happy cool angry 2.1906 happy happy funny romantic romantic 0.17 NaN 0.16 -0 0.12 -0 0.21 0.26 0.18 0.09 -0 -0 -0-0 -00 0 -00-0NaN -00 -000.17 0-0 0 00.11 -0 -0 -0 -0 -0 -0 0 NaN 0 0.34 0 0 10% 0 0 9.524 0 0.8 0 0 funny 0 aggressive 0 0 sexy 00.15 0 0 0.21dark 0 0 romantic 0 0 0 0 0 0 0 0.21 0 2 0.4 0.21 8% 8.333 soft 0.11 0 -0 -0 soft -0 -0 NaN -0-00.00 -00 0.00 -0-00.00 0cool 0-0 0.09 0-0 0.09 00 0 0 00.09soft 00.21 -0 00.210 0 0.21-0 0 0.210-0 0 0.21 0 0.44 0 0.44 0 -0 00 00.68 0 0 0 0 0.21 0 soft 2 0.7 -0 01.4 NaN -0 00 00.09 -0 NaN -0 NaN -00 NaN -0 -0 -0 -0.08 0.18 0.03 NaN -0.12 0.05 0.06 0.18 0.03 0.00 0.09 0.09angry 0.68 0.68 0.68 0.68 0.68 0.68 0.68 0.77 0.77 0.77 0.77 0.77 0.93 0.93 1.13 1.13 1.13 1.13 1.35 1.35 1.35 1.35 aggressive dark MAX 0.30 soft happy 1.2 0.17 0.17 0.17soft 0.30 0.30 0.30 0.30 0.30mellow 0.51 0.51 0.81 0.81 1.11 1.11 1.11 1.11 1.11 1.11 1.35 1.44 1.44 1.44 1.53 1.83 1.83 2.13 2.13 2.13 2.13 sexy soft romantic funny sexy funny soft happy 0.11 0.14 0.11 0.14 NaN 0.12 0.7 0.10 0.14 dark -0 -0-00 -0 0 0 0-0NaN -000.19 -0 0 00.09-0 0 -0 -0 -0 -0 NaN -0 0.13 -0 -0 29% 0 0 28.57 0 0.21 0 0 0 melancholy 0 0 00.13 0 0 0.25sad 0 0 0 0 0 0.19 0 0 0 0 0.19 0happy 4 0.5 0.13 17% 16.67 melancholy sad00.00 NaN N 0 -0 mellow -0 -000.00 -0-00.00 -00 0.00 0aggressive 00 0.00 00 0.00 0-0 0 00.11mellow 0 0.110000.11-0 000.11 0 0.11 00 0.11 0 00.26 00 -0 0 00.260 0-0 0 -0 0.19 0.16 0.19aN mellow 0-0 NaN 0 -01.2 NaN -0 00 -0 000.11-0 0-0 NaN -00 NaN -0 0 -0 -0 -0.11 -0.08 0.05 N aN 0.07 0.06 0.19 0.00 0.05 soft mellow 6 0.8 cool angry sexy romantic 1.2 0.00 0.00 0.00 0 0.00mellow 0.26 0.26 0.26 00.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 mellow 0.7 funny funny 0.00 0.00 0.00 0.00 0.00 0.00 0.13 0.13 0.13 0.13 0.35 0.35 0.57 0.57 0.57 0.57 0.57 0.70 0.70 0.70 0.70 0.70 0.70 0.92 0.92 1.14 1.31 1.48 1.65 mellow mellow melancholy sad sexy 0.24 0.26 NaN funny 1.0 0.6 cool angry -0 -0 00 -0-0 -0-00 0 0-0NaN 00 0 0 -0 -0 0.16 -0 -0 0 0 0.21 0 0 0 0 9.524 0 0 0 0soft 0 00.28 0 0 0 0 0 dark 0 0 0 0.09 0 0 0 0 0.17 0 aggressive 8 1.5 0.19 33% 33.33 romantic N NaN 0 0 -0 cool 0-0 NaN -00 0.00 -00 0.00 0NaN 0-0 00 0-0 0-0 0-0 0 00.001.6430 00.00cool 000.000-0 0 0.00 0 0.00 0 0.00 0 00 0 0 -0000 000.17 -0 0 -0-00.00 0 0 cool NaN -0 0000.00-0 0-0 NaN -00 NaN 00 0 -0.30 0.12 0 N0.00 aN -0.06 0.01 --0 0.10 0.25 0 .16 cool 0.4 0.09aN sexy 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 sexy 0.00 0.00 0.00 0.00 0.09 0.00 0.00 0.00 0.00 0.00 0.00 cool 0.00 0.002 0.00 0.00 0.00 0.00 0.00 10% cool 0.12 0.12 0.23melancholy 0.23 0.23 0.23 0.23 0.23 0.23 0.23 0.23 0.23 0.23 0.23 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 1.0 0.17 0.10 0.36 0.17 0.13 0.12cool 0.36 0.17 0.36 0.17 0.17 0.17 0.17 0.17 0.36 0.40 0.17 romantic NaN 0.36 0.30 0.36 0.36 0.36 aggressive dark 0.6 soft -0 -0-0 -0 0 0.20 00.36 -0 00.17 0aN 0 0.00 0 -0.06 0 NaN 0aN 0 0 62% 0 0 61.9 0 sexy 0 0mellow 0 0 0 0 0 0 0 0 sad 0 0 0 0 0 0 0 0.15 0 14 2.3 0.16 58% 58.33 N 0 0 NaN 0 0 0-00.000-00.00 -0 0 NaN 0 0 0 .02 0 .22 N 0.16 0.02 0.22 -0 0 angry 0 00 0NaN 00 00 0-0 0-0 00 0 0 0 0angry 0 -0 00 -0 00 000 NaN 00 00 NaN 0 000 0000 00-00 0 00NaN 0 0 000 -000.15 romantic 0 0 angry angry 13 2.4 0.19 0.5 0.11 0.8 angry 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 romantic 0.00 0.00 0.00 0.00 0.00 0.00 melancholy 0.00 0.00 0.11 0.11 0.11 sad 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 angry 0.00 0.23 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.32 angry 0.32 0.49 0.49 0.49 0.49 0.49 0.49 0.49 0.49 0.49 0.49 0.49 0.10 0.09 0.18 0.11 0.09 0.18 0.09 0.18 0.09 0.18 0.13 NaN 0.13 0.13 0.13 0.13 soft 0.8 -0-00 00.9 0-0 0 0 -0 -0 -0 0aN -0 -0 0 NaN 0aN 0 0 10% 0romantic 0 9.524 0 0.5 0 0 0cool 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.13 0 softaggressive 8.333 mellow N 2 0.3 0.14 8% 0 0 NaN 0 -0 -0 0aggressive NaN 00 -0 -0 -0.03 -0.02 0.12 N 0.15 0.03 0.13 0.13 0.12 -0aggressive -0 0 00 0-0 00 0NaN 0-0 0-0 00 00 00aggressive 0 0 1.0953 00 000 -0 00 000 NaN 00 -0 0 NaN 0 000 -000-00 0-0NaN 0 0 00-0 0-00.13 0 -0 2 0.3 0.15 0.10 0.00 0.00 0.00 0.00 0.00 0.12 0.11 0.11 0.20 aggressive aggressive 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.000.35 0.00 0.00 soft 0.00 0.00 0.00 0.00aggressive 0.00 0.00 0.00 0.00 0.00 0.00 0.4 angry cool 0.18 0.00 0.00 0.21 0.00 0.00 0.11 0.11 0.00 0.00 0.00 0.11 0.11 NaNmellow 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0 -0-00 -00 0 -00-0NaN -0-0 0 0 -0 -0 -0 -0 -0 NaN -0 0.39 -0 -0 19% 0 00.6 0 soft 0 0 0.00 0 0.00 0 0.00 0 0.00 0 00.00 00.00 00.00 00.00 00.00 0 0.000 0.000 0.000 0.000 0.000 0.00 0.00 0.110.00mellow 00.00 0.00 0.00 0.00 0.00 1 0.3 0.32 4% 4.167 0 0 0 -0 NaN 0-0 -0 -0 -0.16 -0.29 -0.13 NaN 0.18 0.11 0-0 -0.16 -0.13 1 0 -0 dark -0 -0 NaN -00 -0-0-0-0 0NaN 00 0-0 0-0 0-0 0-0 0 0 dark 0 0 0 dark 0 0-0 0 -0 00 -0 0 NaN 00 -0 0 NaN 0 -000 -00 0 0 0-00 -0-00.11 19.05 0 -0 4.01 1.6 dark 0.6 0.4 dark aggressive angry dark 0.09 0.62 0.09 0.20 0.09 0.09mellow 0.31 0.21 0.21 dark 0.00 0.00 0.00 0.00 0.00 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.090.230.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 cool 0.15 0.23 NaN 0.25 0.22 0.15 0.15 0.15 0.15 0.15 0.15 0.15 0.24 0.24 0.24 0.24 0.24 0.24 0.24 0.24 0.24 0.24 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.38 0.3 cool NaN -0 -0 -0 -000-00 -0-00 -00-0NaN -00 -0 0 -0 0 -0 -0 -0 -0 -0 0.18 -0 -0 14% 0 0mellow 0 0 0 0.00 0dark 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.09 0 4.167 -0-0 NaN -0 0 -0-0-00 -0-0 0NaN -0 melancholy -0 -0 -0 -0.03 0.19 -0.22 NaN -0.19 0.04 --0 0.12 0.17 -0.5 0.22 1 0.2 0.16 4% melancholy -0 -0 -0 07.34E-04 00 0-0 0-0 melancholy 0-0 0 0 NaN 0 -0 0 000 -0 0 0-0 0 -0 0 NaN 00 -0 0 NaN 0 -00 0 -00-00 -0-00.09 14.29 0 0.4 3 melancholy aggressive melancholy melancholy melancholy angry 0.15 0.95 0.57 0.95 0.95 0.95 0.6 0.18 1.47 0.27 1.56 0.16 1.56 1.56 0.4 0.00 0.09 0.09 0.20 0.20 0.56 0.56 0.56 0.56 0.56 0.830.5477 0.33 0.55 NaN 0.52 0.11 0.44 0.83 sad 0.83 0.83 0.170.830.580.83 0.83 0.95 0.95 0.95 1.100.271.10 1.56 1.56 1.56 1.56 1.56 1.56 1.56 1.56 1.56 1.56 0.3 cool 0.00 0.00 0.00 9 0.00 0.00 1.8 0.00 0.00 0.00 angry -0 -0 -00 0 0 0.10 0 -0 -0 0 sad 0 -0.05 0 NaN 0 0.31 0 0 29% 0 0 28.57 0melancholy 0 0 0.00 0 0.00 0 0.00 0 0.00 0 00.00 00.00 00.00 00.00 00.00 0 0.000 0.000 0.000 0.000 0.000 0.00 < aggressive 0.090.00 00.00 0.00 0.00 0.00 0.00 sad 37.5 -0 -0-00 -0-0-0-0 0NaN -0 -0 -0 -0 0.61 -0.16 NaN -0.09 0.04 -0.16 0.20 38% dark 0.2 -0 -0 -0 sad -0 -0 NaN 00 00 0-0 0-0 00 0 0 NaN 0sad 0 -0 00 0-0 0 -0 0 -0 0 NaN 00 -0 0 NaN 0 000 -000-0000 0 -000NaN 0 -00-0-0<0-00.09 0 -0 60 -0.09 1.8 cool sad sad 0.09 0.49 0.49 0.49 0.49 0.09 0.09 0.22 0.14 0.09 0.2 0.13 0.39 0.39 0.09 0.39 0.39 0.49 0.49 0.49 0.49 0.49 0.49 0.49 0.49 0.49 0.49 0.2 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.14 0.14 0.26 0.39 0.39 0.39 0.39 0.39 0.39 0.39 0.39 0.39 angry melancholy 0.16 sad 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.26 0.26 0.35 0.35 0.44 0.44 0.44 0.44 0.44 0.44 0.56 0.56 0.56 0.56 0.56 0.65 0.65 0.74 0.74 0.74 0.74 0.2 aggressive AVERAGE dark 6 1.1 0.19 24% AVERAGE 4 1.0 0.23 21% angry 0.1 sad 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.90 0.90 0.90 0.90 0.90 0.90 0.90 0.90 0.90 0.90 0.90 0 0.36 0.36 0.36 1.0953 aggressive 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.09 0.09 0.18 0.18 0.18 melancholy 0.18 0.18 0.18 0.18 0.36 0.45 0.45 0.542.1906 0.54 0.54 0.54 3.2859 0 1.415 2.829 4.244 0 0.1 dark0 0.00 0.00 0.00 0.00 0.00 0.00 0.09 0.09 0.09 0.09 0.09 0.09 0.18 0.3 0 8048 100 1 40 2 41 3 42 4 43 5 44 6 45 7 46 8 47 9 48 10 49 11 50 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 aggressive 30 31 32 33 34 35 36 37 380 39 4020 41 42 40 43 44 60 45 46 47 49 50 15 16 17 18 19 20 21 220 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 0.11 0.10 0.11 0.37 0.16 0.37 0.37 0.10 0.37 0.11 0.16 0.11 0.16 0.10 sad 0.37 0.37 0.03 0.37 -0 0.37 0.28 0.37 0.09 0.37 0.1 0.37 -0 0.37 -0.1 0.37 -0.1 0.37 0.03 0.37 -0 0.37 0.37 0.37 -0 0.37 0.16 0.37 0.37 0.37 0.06 0.37 0.03 0.37 0.03 0.37 0.37 0.37 0.37 0.37 0.37 0 -0.1 -0 0 0.03 -0 0 -0.1 -0 -0 0 0.03 0.06 0.03 0 3.0 dark 0.00 0.00 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 melancholy 0.00 0.00 0.00 0.00 0.00 0.00 0.10 0.21 0.21 0.37 happy SUM 0.23 3.90 0.81 3.90 0.81 3.90 0.93 3.90 1.02 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.88 211.8822 1.88 23 1.88 24 1.88 25 1.88 1.88 27 1.88 28 1.88 29 1.88 30 1.88 1.88 1.88 1.88 1.8843 1.88 44 1.88 45 1.88 46 1.88 47 1.88 48 1.88 49 1.88 50 1.88 SUM 1.52 1.74 1.74 1.74 2.32 2.32 2.71 2.71 2.98 3.21 3.21 3.44 3.67 3.67 3.67 3.90 3.90 3.90 3.90 3.90 3.90 3.90happy 3.90 3.90 3.90 3.90 3.90 3.90 3.90 3.90 3.90 3.90 1 38 2 39 3 4 6 7 44 8 45 9 46 10 47 11 48 12 49 13 50 14 1.52 15 1.52 16 1.8817 1.88181.88191.8820 26 31 1.88 32 1.88 33dark 34 0 35 1.88 36 1.88 37 1.88 381.88 391.88401.88411.8842 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 40 415 42 43 0.16 0.28 0.28 0.28 0.28 0.28 0.44 0.44 0.05 0.44 0.04 0.44 -0 0.44 -0 0.44 0.02 0.44 0.03 0.44 -0 0.44 -0.1 0.44 -0 0.44 -0.1 0.44 -0.1 0.44 -0 0.44 0.02 0.44 0.02 0.44 -0 0.74 -0.1 0.74 0.11 0.74 0.05 0.74 0.74 0.74 -0.1 0.90 0.90 0.90 0.02 0.90 1.10 1.10 0.11 1.10 0.05 1.10 -0 -0.1 -0 0.02 -0 -0.1 0 0.19 0.19 0.19 0.34 0.34 00.34 0.34 0.34 0.5 melancholy 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.34 0.34 0.34 0.34 happy sad1.920.001.920.002.110.002.30 0.002.30 0.00 funny 1.00.34 0.34 1.5 0.00 2.49 0.00 2.49 0.00 2.49 0.00 2.49 0.00funny 0.09 2.49 0.09 2.49 0.09 2.49 0.09 0.35 2.49 0.48 0.57 0.57 0.57 0.78 0.78 0.78 1.03 1.16 1.25 1.25 1.51 NaN 1.63 1.73 1.73 1.98 2.11 2.20 2.30 2.39 2.49 2.58 2.58 2.58 2.58 2.58 2.58 2.58 2.58 2.58 2.58 2.58 2.58 2.58 2.58 2.58 2.58 2.58 2.58 2.58 1.30 1.49 1.59 1.59 2.49 2.49 2.49 2.49 2.49 2.49 NaN NaN NaN29 NaN31 1 1.59 2 1.59 3 1.73 4 5 6 7 8 9 2.30 10 2.49 11 2.49 12 2.49 13 2.49 14 happy 15 2.49 16 2.49 17funny 18 19 20 21 22 23 24 25 26 27 28 30 320.1233 34 35 360.26 37 38 39 40 41 42 43 NaN 44 45 46 47 48melancholy 49 50 1.02.49 NaN 1.59 NaN 1.59 NaN NaN 0 sum % avg 1.0 0.15 0.10 0.15 0.10 0.18 0.15 0.12 0.20 n 0.15 sexy romantic 1.2 -0 0.03 0.07 -0 -0 0 -0 0.07 -0 -0 0.12 -0.1 0 0 -0.1 -0 -0.1 -0 -0 -0 0.12 -0.1 0 0 -0.1 -0 -0.1 -0 0 sad 0.45 0.67 0.45 0.67 0.45 0.67 0.600.670.690.670.95 1.41 1.53 1.66 1.66 1.66 1.75 2.01 2.10 2.36 2.36 2.36 2.36 sexy 0.00 0.60 0.00 0.60 0.00 0.00 0.60 0.00 0.60 0.00 0.60 0.00 0.60 0.16 0.16 0.60 0.16 0.29 0.60 0.29 0.29 0.29 0.29 0.29 0.29 0.29 0.42 0.42 0.42 0.42 0.55 0.55 0.55 0.55 0.67 0.67 0.67 0.67 0.67 0.67 0.67 0.67 0.670.190.670.32 0.67 0.32 0.67 0.32 0.67 0.32 0.67 0.67 0.67 1.04 0.67 1.30 0.67 1.30 0.67 1.30 1.30 1.30 happy 0.60 0.60 0.60 0.60 0.60 0.600 0.60 0.60 0.60 0.60 0.60 0.60 0.60 0.60 0.60 0.22 0.11 0.60 NaN NaN NaN -0 -0 -0 0.37 0.37 sad0 -0 0.60 -0 0.600 0.600 0.600 0.60 0.600 0.60 -0 0.60 -0 0.60 -0 0.600 0.60 -0 funny 02.5 -0 sexy -0 0.20 0soft 0 0.160happy -0 NaNmellow 0 -0funny -0 0.60 0 01.0 0 happy 0 -00.18 0 0 0 happy -0 NaN -0 0 NaN0 0.370funny 0 0.37 0 0 0 0.46 NaN NaN NaN NaN happy 6 funny 1.3 0.22 16% 15.79 AVERAGE % happy happy AVERAGE PRESENCE 0.9 0 -0.1 0.09 0.19 -0.1 0.020.190.040.410.07 -0 romantic 0 0.76 -0 0.76 -0 0.76 -0.1 0.76 0.030.76 0.030.89 -01.29 -01.29 01.29 1.29 0 0 -0 1.29 -0 -0.11.29 0.03 0.03 0 1.29 0 1.29 1.29 1.29 1.29 sexy 0.9 0.00 0.19 0.64 1.14 0.76 1.29 -01.29 -0 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29AVERAGE 1.29 1.29 1.29 1.29 1.29 1.29 1.29 0 angry romantic 0.32 0.32 0.32 0.32 0.55 0.550 0.84 0.840 1.14 1.140 1.140 1.140 1.14 1.140 1.140 1.14 1.14 1.14 1.14 1.14 1.14 1.14 1.14 funny AVERAGE 0.23 0.13 NaN 1.14 NaN NaN 1.14 NaN 1.14 0.22 0.22 0 1.140 1.140 romantic 0 1.140sexy 0 1.14 -0 0.15 0cool 0 1.140 1.14 0 0.64 0 1.14 0 1.14 -0 0 1.14 00.18 -0 00.15 0 funny 0 0 00.241.29 -0 1.29 0 sexy1.29 0 NaN -0 1.29 0 NaN 0 0.220romantic 0 0.22 0 0 0 > 0.251.29 01.29 1.29 1.29 sexy romantic 5.5 0.21 0.19 68% 68.42 NaN NaN NaN NaN -0 funny funny 26 soft 0 mellow happy funny aggressive dark 1.0 0.9 -0 -0.1 0 0.28-00.69 -0 0.03 0.16 0.04 0.070.69 0.04 1.20 0.071.20-0 1.20 -01.200.15 -0.1 -0 0.16 0.48-00.69 0.480.01 0.750.01 0.93 0.69 1.02 0.69 1.02 0.69 1.02 0.69 1.02-0 1.02-0 1.200.15 1.20-0.1 1.20 0.13 1.20 -0 1.20 0.03 1.20 0.16 1.20 soft 1.20 1.20 0.13 1.20 1.20 1.20 1.20 1.20 1.20 soft 1.20 1.20 1.20 AVERAGE 1.20 1.20 1.20 mellow 1.20 1.20MAX 1.20 1.20 1.20 1.20 1.20 0 0.52 0.52 0.52 0.52 0.69 0.690 0.69 0.69 0.69 0.69 0.69 0.69 0.8 sexy sexy -0 0.69 -0 0.69 -0 0.690 0.690 0.69 0.69 -0 0.69 -0 0.69 0.69 -0 0.690 0.690 0.690 soft -0 0.69 -0 0.69 -0 0.69 0 0.69 0cool -0 0 0.93 0MAX -0 0 1.02 00.14sexy -0 -0 0 -0 0romantic -0 NaN -0 0.12 -0 NaN0 1.20 0mellow 0 0 1.20 0 1.20 0 1.20 1.20 0.25 angry NaN NaN 0.69 0.12 -0 NaN 0.57 0.12 NaN -0 0.12 -0 0.16 0 0.12 0 1.4 0.14 0.14 0.62 26% 26.32 NaN NaN NaN NaN happy sexy sexy 10 angry sad 0.8 melancholy romantic soft happy cool happy angry 1 0.25 20.25 030.25 04 5 6 0.17 7 -0 8cool 9 0.25 100.25 11 0.01 12 14 15 0.25 16 17 0.25 18 19 20 25 0.25 26 0.25 270.25 280.2529 2.0 1.19 1.19-0 1.19-0 1.19 aggressive 0.11-0 0.11-01.19 0.110.09 0.11 -00.25 1.19 0.25 1.19 0.25 0.25 1.19 0.25 0.25 0.25 -0 0.25 0.25 0.25 13 0.25 0.25 21 0.25 22 0.25 23 0.25 24 0.25 0.25 0.2530 0.25 31 0.25 32 0.25 33 0.25 0.25 0.25 0 0.16 -00.25dark 0.17 -0 0.8 0.02 0.011.19 0.01 0.01 0.01 0.02 0.01 00.25 0.01 0.69 0.69 0.69 0.69 0.82 0.82 0.94 1.040 1.19 1.19 1.19 1.19 romantic -0 1.19 -0 1.190 1.19 -0 1.19 1.19 -0 1.190 1.190 1.190 1.190 1.19 -0 mellow -0 1.19 mellow 0 -0 -0 0.00 0 1.19 -0 -0 -0 -0 -0 -0 0 0.25 00.26 -0 0 0.25 0 0.25 -0mellow 0 NaN -00.010.25 -0 NaN 0 00.25 -0dark 0 -00 0.25 0 0 0.25 0.25 0.23 romantic NaN NaN 1.19 0.16 -0 1.19 NaN 1.19 NaN 0 -0 -0 soft 1.4 0.28 0.14 26% 26.32 0.42 NaN NaN -0 NaN NaN funny aggressive dark romantic romantic 10MAX 0.7 0 aggressive funny funny soft melancholy sad 0.000.500.000.50 0.00 0.11 0.50 0.11 0.50 0.11 0.500.110.500.110.50 0.11 0.11 0.11 0.11 0.11 0.50 0.11 0.50 0.11 0.500.110.500.220.50 0.22 0.37 0.50 0.37 0.50 0.58 0.500.580.500.580.50 0.58 0.24 0.24 0.24-0 0.240.05 0.24 -00.24 0.04 0.24 0.08 0.50 0.06 0.50 0.50 0.50 0.50 0.50 0.00 0.50 0.11 0.50 0.11 0.50 0.50 0.500.31 0.50 0.05 0.50 0.23 0.50 0.50 0.50 0.22 0.50 0.22 0.50 0.22 0.50 0.50 0.50 0.58 0.50 0.58 0.50 0.58 0.50 0.50 0.50 cool 0.8 -0 0.02 -0 0.55 -0.10.55 0.04 -0 -0 -0.1 0.04 0.04 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.55 0.7 melancholy soft -0 0.55 -0 0.550 0.55 -0 0.550 0.55 -0 0.55 0.55 -0 0.55 -0 0.550 0.55 -0 0.550 0.550 0.55 -0 cool -0 cool 0 0.55 -0-0 0.12 0 0.55 -0 0 0.55 -0 0.55 0 0.55 -0 0.55 0happy -0 -0 00.04 00.31 -00.05 -0 0.23 -00.14-0 -0 0.08 0 0.06 -0angry 0 -0sad 0 -0 0 0 0.21 0 soft melancholy 6 sad 1.0 0.17 16% 15.79 0.09 NaN NaN -0 0.15 NaN NaN0 -0 NaN sexy sexy NaN NaN NaN NaN soft soft 0.7NaN 0 0.23 sexy sexy romantic romantic soft n sum avg % 0.25 0 AVERAGE 5 0.7 0.15 0.13 16% 15.63 sexy 16 17 18 19 20 21 22 23 24 25 26 27 28 29 0 12.12 0.15 18 190 20 21 22 23 24 25 426 270.6 28 29 30 3112% 18.75 happy 0.23 6 MAX 1.3 0.40 0.22 19% romantic 0.09 0.09 0.30 0.30 24.24 0 1.000 1.13 0.24 0.18 0.86 1.13 1.13 1.27 1.40 1.40 81.40 1.541.4 1.67 1.80 1.93 2.0624% funny 0.21 21.88 0 0.41 0.19 0 0 0 0 0 -0 -0 -0 < 0.09 0 n sum avg % 0.12 7 1.9 0.27 22% 21.88 2.6 0.14 56% 56.25 0.12 0 0.25 happy happy funny funny mellow soft 0.190 0 cool mellow angry 0.170 0 cool aggressive 0.150 0 angry dark M.K. Petersen, L.K. Hansen, and A. Butkus 0 AVERAGE 0 19 20 21 22 23 24 25 26 27 28 29 0.13 0 35% 35.48 0 0 0% 0.15 20 31 0 21 0 22 0 23 0 24 0 25 0 26 0 27 0 28 0 29 -0 30 -0 -0 10 -0 -0 -0 -0 0 0 0 0 0 0 0 0 0 0 0 0 -0 0.09 0-0 0 melancholy 19% 00.37 0 0.09 -0 0 -0 0 -0 05 -0 01.1-0 0.22 0 -0 -0 -0 -018.52 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 melancholy -0 0 0 -0 0.121 0 0 -0 0 -0 0 -00.15 0 0 0.24 -0 0.240 0.24 -0 0.24 -0 0.240 0.240 0.240 0.240 0.24 -0 0.240 0.240 0.24 -0 0.240 0.240 -0 00.3 -0 0 0.000 dark 0 0.000 0.00 -0 0.000 0.00 -0 0.000 0.000 0.000 0.000 0.000 0.00 -0 0.000 0.09 cool 0.9 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.24 0.24 0 0 0 0 0.14 0 0 00.12 00.13 00 01 -0 0 00 00 01 00 -0 0 -0 0angry 00.24 -0 00.24 -0 00.24 <00.240.09 0.34 30% -0 00.10 0 0 0 -0 -0 -0 -0 -0 -0 -08 -0 -02.7-0 -0 -0 -0 -0 cool -029.63 -0 0 0 00.16 0 0 0 0 0 0 0 0 0.10 0 0 0 0 0 0.090 sad sad melancholy 0 0 0 -0 0 -0 0 -0 0 -0 -0 0 0 0 -0 -0 -0 -00.2 -0 0 0.40 -0 0.400 0.400 0.400 0.40 -0 0.400 0.40 -0 0.40 -0 0.58 -0 0.670 0.670 0.09 0 0.89 -0 1.28 angry 0.00 0.89 0.32 0.55 0.55 0.55 0.55 0.97 0.97 0.97 0.97 0.97 1.16 1.16 1.16 1.16 1.64 1.76 1.76 1.76 1.76 1.94 1.94 2.14 2.14 2.14 2.14 2.14 2.33 2.33 2.33 2.33 2.33 2.44 2.57 2.57 aggressive angry0.6 AVERAGE 7 1.7 0.22 27% 0.09 0.09 0.25 0.47 0 0 -0 0 0 -0 -0 0 0 0 -0 0 0 -0 0 -0 0 -00.10 0.00 -0 0.000 0.000sad 0 0.000 0.000 0.00 -0 0.00 -0 0.00 -0 0.000 0.000 0.000 0.09 -0 0.000 0.09 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 dark 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 aggressive aggressive 0 0 0.14 0.13 0.14 -05 0 -0 0 -0 -0 -0 Rehab 0 0 -0 -0 -0 -0 17 18 -0 19 20 -0 -0 Amy Winehouse 0mellow 0 0 -0 -00.09 -0 -00.11-0 -0 0.36 -0 0.3 angry 0 1 1 0.4 0 cool 0 0 -00.00 00.00 00.00-0 0.00-0 0.000 aggressive 0.2 0.00 0.00 0.00 0.00 0.13 0 -0 0 15 15 16 NaN NaN -0 0 0 NaN 0 NaN -3.69E-04 0 -0 0 -0 0 -0 0 -0 0 NaN 0 NaN 0 0 0 0 0.22 happy -0 -0 -0 0 -0 0 0.16 NaN NaN -0 NaN NaN -0 -0 -0 0.14 0 -0 0.10 -0 04 0 00.60 0.13 0 0 0.18 09%0 -0 0 melancholy 19melancholy 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 sad 0 0 AVERAGE sum 0 NaN -0 13-0 14-0 150 160 170 180 190 20-021 022NaN 024 NaN 026 027avg 028 0 4 NaN 5 06 -0 7 0 8 NaN 9 10 11 12 23n 25 29 % 30 31 32 33 34 35 36 37 380 39 40 411 42 43 44 49 50 2 45 46 47 3 48 4 funny 0 0 0 1 0 2 03 NaN NaN NaN 0 NaN NaN 0 00 00.11 0.15 0 0.27 0.11 0.12 0.36 0.44 0.15 0.12 0.16 0.17 0.10 0.09 0.15 sad -0 1 0 0 0sad 0 -0 0 0 -0 -0 0.170 0.140 0.16 0 0.22 0 0.14 0 0 00.42-00 0 0 0 00-001 0-0 0 0.22 00 NaN 00 -0 00 -0 00 -0 00 NaN 00 -0 0 NaN 0 -0 happy NaN 00 00 -0 0 0 0-00 0-0 -00 -00 -0 0 0-0-0NaN -0-0 NaN 0-0 0-00.30 0-0 0-048% -0 -013 03.9 -0 -048.15 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 sexy happy NaN NaN 0 NaN NaN 0 0 0 PRESENCE % 1.0 -0 0 0 1.6 0 1.0 0 0 -0 0 0 0 0 0 0 0 0 0 0 0 -00 -00 0 -0 0 0 -0 0 0-0 0 NaN 00 NaN 0 -0 00 -0 0 00 NaN 0 00 NaN 00 00 >0 0.25 0-0 -0 00 0-0 funny 48% -0 -0 -0 -0 0-0-0 0NaN 013 -02.5 0 39 0 0 048.15 0 0 0 0 0 0 0 0 0 0 0 SUM 0 0 0 0 0 0 0 0 > 0 34 0 036 NaN -00 38 -00.19 -00 -0 4 5 6 7 8 romantic 9 10 11 12 13 14 15 16 17 18 19 20 0 21 22 0 23 24 025 0260270280 290 30 31 32 33 35 37 40 funny NaN NaN -0 NaN NaN -0 -01 -02 3 happy 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22happy 23 24 25 26 27funny 28 29 30 31 32 33 funny -0 -0 -0 -0 0 -0 0 -0 -0 0 0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.25 11.11 0 11% happy funny -0 NaN 0 0-0 -00 -00 NaN -0 -0 0 -0 0 -0-0 -0-0 0-0-0-0 -0-0-0NaN 03-0-0 NaN -00.6 0 0-0 0-0 -0 -0 0.9 -0 2.4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 sexy -0sexy -0 -0 0-0-00.09 -00 NaN -0 -0 -0 -0 00.2000 0 0-0 0 0.20 0.9-0 soft 0.13 -0 0.17 0.11 0.13 -0 NaN NaN NaN -0 NaN NaN 1 0sexy 2-0 3-0 4 0 5-0 6 0romantic 7 0 8-0 9 0 10-0 11-0 12 0 13 14 15 sexy romantic 1.4 -0 happy 0 -0 -0 0 0 0 0 -0 0 0 -0 0 -0 -0 0 0 0 0 0 0 0 sexy romantic happy AVERAGE 0.18 -0 0 0 -0 0 -0 -0 1 -0 -0 -0 -0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.23 18.52 0 5-0-035 0.23 19% 2 3 4 5 6 7 8 9 10 11-0 12 15 170 0 180 -0 19 20 21 22 NaN 23 30 31 36 37 38 39 -0 NaN 0 -0 0 NaN 0happy -0 0 -0 025-0 0260 0 27-0 0 28 00 29 -0-0romantic 00 -0 0-0-033 034 01.1 0 -0 -0 -0 -0 -0 -0 -0 0 1 0 2 0 3 soft 0 4happy 0 50 60 7 0 08 mellow 09funny 010 0 11 0 12 0 130 140 150 16 0 17 0 130 -014-000.23 0-016 NaN -0 -024-0 -0 32 NaN NaN -0-0 -0 romantic mellow mellow 0.12 0.24 0.09 0.22 NaN NaN -0 NaN NaN -0 -0 -0 soft soft0.09 mellow 0.13 0.8 0 0.16 0 2.980 0.20 0 0-03.41 0MAX 000.7 0 3.50 00.17 -0 0 -00 -014.81 00.8 0 2.1 0 000.17 0cool 00 0.25 -0 0 -0 0 00.250 0 0.21 0 0 0.30 0 -0 0.300> 0.86 0.25 funny happy 0 0 0 -0 0 -0 -00.18-00.29-0cool -0 0.39 -0 0.580 0.73 0 angry 0 1.11 0 1.11 0 01.39 01.39 01.39 001.39 001.55001.78-0 0 1.9400 1.94 0 1.94 00 2.23 0 2.23 00funny 02.23 -0 02.23 -0 0 0 00.210 0-0 -0 -0 0.13 4-0 15% romantic 0.29-0 0.29 0.91 2.87 -0 3.16 3.50 -0 0-0-03.41 -03.50 -0 0 -0 -0 03.50 -0 -0 00.00 00.13funny 0 0.25sexy 0 0.25 0 0.25 0 0.25 0 angry 00.25 00.39 00.520 0.520 0.520 0.86 0 0.86 0.48 happy 0soft 0 -0 -0 -0 NaN NaN -00 -0 -00 NaN -0 NaN 02.23 002.4300 2.5200 2.71-00 2.710-02.71 -0 -0 0 -0soft NaN NaN 0 03.50 1.2 happy NaN NaN -0 NaN NaN -0 -0 -0 cool aggressive angrydark cool 0.11 0.15 0.13 mellow 0.22 sexy soft0 0.00 dark 00.19 00 1.60 0 1.6000 1.60 0 -0 -0 2.06 -0 0 02.15 0 2.1500.15 0 2.36 -0 -00 -029.63 -00.7 -0 00.00 -0 00.00 -00 0.00 0aggressive 0 00.10 -0 00.10000.19000.22 00 0.190 0.25 -0 0 0 sexy 0 0.7 0 -0 -00.00-0 -0 -0 -0 -0 0 0.50 0 0.50 0 0.50 0 0.50 0 00.50 00.50 00.50 -0 0 000.73000.73-0 0 0.96 0 0.96 0 0 -0 0 0.96 00 sexy 00.96 000.96 -0 0 0 01.19 0-0 80-02.15001.2 funny 0.10 0.19 aggressive -0 -0 00mellow -0 -0 -0 -0 0 0.0000 0.000 00 0.10 00 0.10 00 0 0 0.41 0 0.41 0 0.41 0.00 0.00 0.00 0.00 0.26dark 2.06 2.15 mellow -0 0 0 0.50 0 0 NaN NaN 0 0 00.960 00.96 NaN 0-0 NaN 00.96 -0 -01.34-0 0 0 -0-0 1.83 0 00 -02.15 NaN 0 NaN 0 0 0 02.15 0-030% funny angry funny 1.8 romantic cool melancholy sadangry NaN NaN 0 -0 NaN NaN 0 0 0 0 0melancholy 0.12 0 -0 romantic 0 -0 0 -0 melancholy 0 0 0 0sad 0 sad 0 0 0 0 0 0 00 -0 0 00 -0 0 -0 0 -0 0 0 00 -0 0 -0 0 00 -0 0 0 -00.17 000 -0 1.0 3-0-01.150-00.6 0.18 11% 0 0.88 -0 00 -0 0 -0 -0 -01.150 01.15 -0 0 1.15 -0 -0 -011.11 -00.6 -0 00.11000.12 00 0.11 -000.11 -0 -0 0 00.110 00.11000.11 -00 0.1100 0.110 0.23 -0 0.88 -0 1.150 -0 -0 0sexy 00.00 0 0.11 00 0.11 0 0.11 0-0 0 0 0.44 0 0.44 0 0.44 0.11 0.11 0.11 0.6 romantic 0.10 0.10 0.10 0.26 0.26 0.52 0.52 0.67 0.67 -0 0.67 NaN 0.67 00.67-0 0.88 1.15 1.15 aggressive dark soft 0cool 0 0.260 0.26 0 0.39 0 0.39 NaN NaN 0 00.520 -0 NaN 00.67-0 0 0.79-0 0 0 -0 -0-0 1.01 -0 1.150cool -0 NaN -0 NaN 0 0 0 01.15 0-0 -0 sexy aggressive sexy NaN NaN 0 -0 NaN NaN 0 00 000.00 00.00 00.00 0 0.000 0.000 0.100 0.10 0.11 0.23 0.09 -0 0 -0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.15 48.15 0 0.33 48% 0 0.240 0.24 0 0.24 -0 -0 0 -00.24 00.35 00.35 0 0.35 0 0.35 0 0.35 -0 0.35 0 -0 00 -0 -013 -0 0 0.35 0 0 romantic 0 0 0 0 1.5 0-0 0mellow 0 0 -0 0 00 0-0 0 0 0 0 0 -00 -00 -00 -0 0 0 0.21 0 soft -0-0 -00 -0-0 -0 -0 -0 0 00.35 -0-04.2 -00 0.35 -0 -0 -0 -0 00 -00 -0melancholy sad angry soft 0.00 0.00 0.12 0.12 0.12 0.12 0.12 0.12 0.12 0.12 0.12 0.24 -0 0.24 -0 0.24 NaN 0.35 0.35 0.35 -0 0.35 -0 -0 0.12-0 0.240 00.24 -000.24 0-00.24 NaN NaN 0-0 -0 NaN -0-0 -0 0 -0 -0 0.350-0 angry -0 0.35 -0 00.35 NaN -0 NaN -0 -0 0.5 0.00 0.00 0.00 0.00 0.00 0.09 0.24 0.24 0.24 0.24 0.24 0.24 0.24 0.24 0.24 0.24 0.24 dark romantic 0.5 0.8 NaN NaN NaN -0 -0 romantic -0 NaN 0 -0mellow -0 -0 -0 0 -0 0 0 0 -0 -0 0 0 0 0 0 0 0 0 0 00 00 -0 0 00 -0 0 -0 0 00 00 00 -0 0 00 -0 0-0 0-00.13 33.33 0 cool 0.13 33% -0 -00 -00 -00 -0 -0 0 -0 0 0 -0-0 09-0-0 -001.2 -0 -0 0 -0 -0 -0 -0 00.10 0 0.10 0 0.10 00 0.10 0-0 0 0 0.27 0 0.27 0 0.27 aggressive -0 -0 -0 -0 -0 -0-0 -0-0soft -0 00.1000 0.10 -00 0.10 -00 0.10 -0 -0 0 00.10 -0 00.27 -000.27 -00 0.27 -00 0.27 -0 0.19 0.10 0.00 0.00 0.00 0.00 0.00 0.00 melancholy 0.00 0.00 0.00aggressive 0.00 0.00 0.00 0.00 0.00 mellow 0.00 -0 0.00 NaN 0.10 -0 0.10 -0 0.10-00.10-00.100 0.10-00.10 0.21 0.34 -0 0.46 -0 0.46 -0 0.46 0 0.00-0 0.00-0 0.00 -0 0.00 0 0.00 NaN NaN -0 00.00 -0 NaN 0 0.10 -0 0.10 -0 0.21 -0 0.21 NaN -0 0.21 NaN -0 soft NaN -0 -0 -0 -0 1.2 0.4 angry 0.4 -0 NaN -0 -0 NaN 0 NaN 0 soft 0 -0 -0 -0 -0 -0 0.09 -0 0 0 0 0 0 0 0 0 -0 0 -0 0 00 00 -0 0 00 00 00 00 -0 0 00 -0 0 -0 0.11 18.52 0 0.12 0.21 19% -0 -0 0 -0 0 0 -0 0 05-0-0 -001.1 -0 0 0 -0 -0 -0 0 0 0 0 -00 -000.15-00 0 00 -0 0 0-0 0 0 0 0 0.09 0 -00 -00 00 0 0 0 0.17 0 cool -0 -0 0 00 -0 0 00 -0 -0 -0 0 1.00 0 -00 -0-0 0 0.00 0.6 mellow 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.10 0.10 0.22 0.22 0.22 0.22 0.22 0.22 0.32 0dark -0 0.62-0 0.62 -0 0.62 0 0.62 NaN NaN 0 00.62 00.62 NaN 00.62 NaN -0 0.62-0 0.62 0dark 0 0.76 NaN 0 0.88 NaN 0 0.14 0.30 0.30 0.30 0.30 0.30 0.30 0.48 0.62 sad 0.62 0.62 0.62 0.62 0.62 0.62 cool 0.62 -0 0.62 00.62-00.620 0.620 0.620 0.62 0.62 0.88 1.00 0 1.00 0 1.00 0 NaN NaN -0 NaN NaN -0 -0 -0 mellowaggressive 0 0 -0 0.05 0.39 0.09 -0 -0 0.18 10 0.18 010% 0 0 -0 0 -0 0 0.09 0 0 0 0.18 0 0.09 0 0 -0 -0 -0 dark -0 0.01 -0 -0 0 0.18 -0 0.15 0.15 0.04 0 -0 -0 -0 0.15 -0 0.04 -0 -0 -0 0.07 -0 0.1 -0 0.04 -0 0.06 -0 -0 -0 0.04 0 -0.1 0 0.15 0 0.04 -0 -00 0.07 0 0.1 0 0.08 0.09 0 0.04 0 0-0 0.12 0 -0-0 0.2 03 0.04 0 0.04 00.4-0 0 -0-0 0.07 08% -0 -0 7.5 -0 -0 -0 0 0 0 0 0 0 -0 0 -0 0 0 0 0.12 sad aggressive dark melancholy 0.44melancholy 0 0.110 -0 0 -0 -0 0 0 0 0 0 -0 0 -0 0.380 0 0.180 -0 -0 -0 melancholy <dark 0.09 0 0.220 -013% 0 sad 0 -0 -0 0 -05 -0 -01.10 -0 0 -0 12.5 -0 -0 -0 0 0 -0 -0 -0 -0 0 -0 0 -0 -0 -0 sad 18 -0 0 -0 Time To Pretend 0 0 0.19 -0 0.04 0 0.05 -0 0 -0 0 -0 -00 0.05 -0.10 -0 0.01 0.01 -0 00 romantic 0.09 -0 0 0.15 0-0 sad -0 00.0-0-0 0 0.00 melancholy mellow -0 romantic -0 -0 -01.32 -0 soft 0 -0.1 0 0 0.11 soft mellow mellow cool -0 -0 -0 -0 -0 1.10 -00 -00 -0 -0.1 0.01 0.02 -0.18 -0 -0 0 -0 0.01 0.10 0.12 0.15-0 00.01 -0.1 0.02 0 -0 0angry 0-0 00 -0 0 -0 -00 1.60.02 0.20 cool -0 -0 mellow -0 -0 -0 cool 0.1 -0 0.03 0.88 -0 0.04 0-0 0.03angry 0.11 -0 0.16 -0 0.02 -0 0.04 -0 -0 -0 -0.14 -0.1 0.02 -0.1 0 -0 0 0.16 0 0 0.50.11 0.12 -00 -00 -0 cool -00.13 -0angry 0aggressive 00 0.05 -0 0.11 0 0.01aggressive -0.1 -0.1 0.07 0.01 -0 -0.14 -0 0.16 -0 0.07 0.03 0.40 0.03 0.18 0.09 -0.1 0.22 0.18 0.20 0.19 0.13 0 melancholy -0 0.480 0.12 -0 0 -0 0.03 -0 -0.1 -0 00 0.05 0 0.08 0 -00 0.08 0 0.06 -0 0.05 0 -0.1 0 -0.1 -0 0.03 0 -0.1 0 0.11 0 -0.2 0 angry 0 -0.1 0 0.02 0 dark 0 -0 0 00 0.9-0 0.23 0.66 0 aggressive -0 -0 -0 -0 0 -0 0 12 13 NaN 0 0 0 0.26 -0 sad dark 0.5 0 0 0 -0 -0 -0 12 13 14 15 16 17 0 -0 -0 -0 0 0 -0 0 0 0 -0 0 0 -0 0 -0 0 0 0 -0 0 0 0 0 -0 -0 -0 -0 0 -0 -0 -0 -0 9.30E-04 0 -0 0 -0 -0 -0 0 -0 -0 0 0 -0 0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 0 -0 0 -0 0 -0 -0 0 00 -00 -00 00 00 0 0-0 -00 -0 -0 0 -0 0 0 -0 -0 -0 00 1-0 00 -0 0 -0 00 0-0 -0 -0 -0 -0 -0 -0 0 0-0 6.43E-04 -0 -00 -0 -0 -0 -0 0 0 -0 -0 -0 -0 0 -0 0 -0 -0 -0 -0 0 0 -0 0 -0 -0 -0 0.130 dark angry 1.0 -0 -0 -0 -0 -0 -0 melancholy aggressive 1 0 -0 0 -0 -0 -0 -0 0 0 0 -0 -0 -0 0 0.20 NaN NaN 0.33 0.32 NaN NaN 0.15 0.16 NaN NaN 0.33 aggressive dark 0.20 melancholy 0.10 sad 0 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 2.24 2.24 2.24 2.43 2.43 2.63 2.63 2.63 2.75 2.75 2.75 2.75 2.75 2.94 2.94 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 3.14 0.60 0.60 0.60 0.60 0.60 0.76 0.76 0.76 0.76 0.92 0.92 0.92 0.92 0.92 0.92 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.07 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 1.90 1.90 1.90 2.27 2.43 2.63 2.63 2.82 2.82 3.09 3.55 3.55 3.55 3.91 4.08 4.28 4.28 4.28 4.28 4.28 4.28 4.28 4.28 4.28 4.28 4.28 4.28 4.28 4.28 4.28 4.28 4.28 0.50 0.50 0.50 0.50 0.50 0.63 0.63 0.72 0.72 0.72 0.72 0.72 0.72 0.72 0.72 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.80 0.80 0.80 1.19 1.19 1.46 1.61 1.81 1.81 1.81 1.81 1.81 1.81 2.20 2.20 2.47 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 2.62 0.43 0.43 0.43 0.43 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.63 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 1.26 1.26 1.26 1.59 1.59 1.59 1.59 1.86 2.13 2.64 2.85 2.85 2.85 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 3.18 1.10 1.10 1.10 1.25 1.45 1.45 1.45 1.45 1.45 1.45 1.77 1.77 1.77 1.92 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 2.12 1.84 1.84 1.84 2.18 2.18 2.28 2.28 2.28 2.28 2.28 2.44 2.44 2.44 2.77 2.77 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 2.87 0.73 0.73 0.73 0.73 0.73 0.73 AVERAGE 0.25 4.28 4.28MAX 4.28 4.28 4.28 4.28 0.78 1.428 2.855 4.283 AVERAGE 0.73 4.28 happy funny sexy romantic soft mellow cool angry aggressive dark melancholy sad 0 0.159 0.318 F g 3 Accumu ated LSA va ues o emot ona components tr ggered by the yr cs and the r correspond ng ast m tag c ouds - rom top e t and across “Now at ast” (Fe st) “My mmorta ” (Evanescence) “Creep” (Rad ohead) and “Co orb nd” (Countng Crows) PRESENCE % M % happy funny sexy romantic soft mellow cool angry aggressive dark melancholy sad 0 10 20 30 40 50 60 70 80 90 100 % % mellow 0.12 -0 -0.1 -0 -0 0 cool -0 0.02 -0 0.01 0.01 0.05 angry 0.05 -0 0.02 -0 0.01 0 aggressive -0 0.05 0.02 0 -0 0.01 0.05 0.06 -0 0.12 -0 0.03 0 0 -0 -0 -0 -0 0.02 -0 -0 -0 0.05 0.03 0 -0.1 0.04 0.07 0.05 -0 0.01 0.01 0.05 -0 0.06 -0 0.13 0.05 -0 0.05 -0 0 0 0 0.01 -0 -0 -0 -0 0.04 -0 -0 0 -0 -0 0 0 -0 -0 -0.1 0 0.02 -0 0.02 0.08 0.07 0.03 -0 0.03 0.01 0.09 -0 dark 0.04 0.05 0.08 0.03 0.02 0.02 -0 -0 -0.1 -0.1 0.12 -0.1 -0.2 0.03 0.05 0.02 -0 sad -0 -0.1 -0 0 0.02 0.03 -0.1 -0 0.02 -0 -0.1 -0.1 -0.1 -0.1 0.04 -0.1 -0.2 0.07 0.01 0.11 0.01 0.09 -0.1 -0 0.03 0.03 -0.1 0 sad -0 0.03 0.03 0.01 -0 0.02 0.08 0.08 0.02 0.08 0.04 0.04 -0 0.01 -0.1 0 -0 -0 0 -0 0 -0 -0 0 -0 -0 0 0 -0 0 -0 -0 0 -0 -0 0 0 0 0 -0 0 -0 0 -0 0 -0 0 0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 0 0 0 0 0 0 0 -0 0 0 -0 -0 -0 -0 0 -0 0 0 -0 0 0 -0 0 -0 -0 0 0 0 -0 0 -0 0 0 0 2 3 4 5 6 7 8 9 10 11 12 13 -0 0.11 0.13 -0 15 16 17 18 -0 0.13 0.13 0.13 -0 0 0 0 0 0 0.04 -0 0.14 -0 0 0 Stairway To Heaven romantic happy soft funny mellow sexy cool romantic angry soft aggressive mellow dark cool melancholy angry sad aggressive 0 0 0 0 0 0 0 0 0 0 dark 0 -0 0.02 -0.1 00.01 0 -0 14.29 -0 0 4 0.4 0.11 -0 14% funny -0.1 -0.1 0.02 0.02 -0.1 0.04 -0 0 -0 00.04 -0 0 17.86 0 -0 5 0.5 sexy 0.11 0 18% 0.05 0.03 -0 -0.1 0.02 0.11 -0 -0 -0.1 00.01 0 -0 -0 0-0 0 romantic 0.0 0.00 0 0% -0 -0 -0.1 0.01 0.01 -0 -0 0.03 -0.1 00.03 -0 -0 -0 00 0 0.0 soft 0.00 0 0% 0.03 -0 -0 0.04 0.03 0.05 0.03 0.11 0.04 00.03 0 -0 7.143 -0 -0 2 0.2 0.12 0 7% mellow -0 -0 -0.1 0.04 -0 0.01 -0.1 0.02 -0 00.01 -0 -0 10.71 -0 0 3 0.4 cool 0.12 -0 11% 0 0.03 0.1 0.02 0.03 -0 -0 0.07 -0.1 00.15 0 -0 -0 00 0 0.0 0.00 0 0% angry 0.14 0.05 0.11 0 0.14 0.05 0.1 -0.1 0 00.09 -0 -0 3.571 -0 0 1aggressive 0.1 0.10 -0 4% 0.15 -0 0.05 0 -0.1 0.02 0.08 0.03 -0 00.07 0 0 0 00 0 0.0 dark 0.00 0 0% 0 0 0 10.71 0 -0 3 0.3 0.10 -0 11% melancholy 0 -0 -0 0 -0 0 10.71 3 0.3 sad 0.11 11% -0 -0 -0 -0.1 0.05 0.02 0.02 -0.1 -0 0.06 -0 -0.1 0.04 -0.1 -0 -0 0 0 0 0.01 0 0.02 0 0 0 0 0 0 0 0 -0 -0 -0 0 0 -0 0 -0.1 0.04 -0.1 -0.1 -0.1 0 -0 0 -0 -0 -0.1 -0.1 -0 -0.1 -0.1 0 -0 -0 0 0 0 0 0 0.1 0.11 0 0 0 0 -0 0 -0 -0 -0 0.04 0 0 -0 0 0 -0 happy n 2 sum 0.3 avg 0.15 0 funny 1 0.1 0.11 % 0 11% 10.53 0 5% 5.263 0 0 0 -0 0 -0 -0 -0 -0 0 0 -0.1 -0.1 0 -0 -0 -0 0 0 0 -0 0 0 0 0 0 0 0 0 0.03 -0.1 0.25 0 sexy 0 0.0 0.00 0% 0.23 0 romantic 0 0.0 0.00 0% 0.21 0 soft 0 0.0 0.00 0% 0.19 0 mellow 4 0.6 0.14 0.17 0 cool 1 0.1 0.10 0.15 0 angry 2 0.2 0.10 0 0 0 0 0 0 0 -0 0 0 -0 0.01 -0 0.09 0.06 -0.1 0.03 0.08 -0 0 0 -0 0.13 0 -0 0 0 0 0 0 -0 0 -0 0 -0 -0 -0 -0 -0 -0.1 0.02 0.02 -0.1 -0.1 0.03 -0 0 -0 0 0 -0 -0 -0 -0 -0 -0.1 0 -0.1 -0.1 0.02 0.05 -0.1 0 -0 -0 0.04 -0.1 0.06 -0 0.08 0.04 0.05 -0.1 -0.1 -0.1 -0.1 0 -0 -0.1 0.15 0.04 -0 0.02 -0 0.01 0.01 0.01 0.08 -0 0 0 -0 -0.1 0.07 -0.1 0.11 -0.1 -0.1 -0.1 0.02 -0 -0.1 0.01 -0 0 -0.1 -0.1 -0 0 -0 0 0.1 0.08 -0 0.03 0.01 -0 0.01 -0 0.05 -0 0 -0 -0 0 -0 -0 -0 0.05 0 0 0 0.01 0 -0 aggressive 3 0.3 0.10 0 0 0.11 0 dark 1 0.1 0.09 0 0 -0 0.09 0 melancholy 0 -0 0 -0 < 0.09 0 sad 5 1 0.7 0.1 0.15 0.14 0 -0 0 0 0 0 0 0 0 -0 -0 -0 -0 0 0 -0 0 -0 0 0 0 0 -0 -0 0 0.06 -0 0 0 > 0.25 -0 0.02 -0 00.16 0.02 0.1 -0 0.05 -0 0.06 0.05 -0 0 -0 0.04 0.04 -0 -0 sexy 0.06 0.06 0.01 0.11 -0.1 -0.1 -0 -0 -0 0 0 -0 -0 0 0 0 -0 -0 0 0 0 -0 0 -0 n sum avg -0 % happy -0 0.13 0.13 0.13 0.13 19 20 21 22 23 24 25 26 27 28 Led Zeppelin Glen Hansard Coldplay Falling Slowly -00 0.04 -0 0.01 0.01 0.08 0.06 0.06 0.08 0.06 0.02 San Quentin -0 14 funny -0.1 0.04 0.02 0.07 0.03 0.09 -0 0.06 -0 -0 0.01 0.01 -0.2 0.08 -0 0.08 0.04 0.07 -0 -0 0.07 0.07 0.07 -0 -0 -0.1 -0.1 -0.1 -0.1 -0 happy0.01 0 -0 00.01-00.06 0 -0 -00.06 00.01 00.09-0-0.1 0-0.1 00.02 0 0 -00.05 00.02 0 -0 0-0.1 00.1-00.1 0-0.1 0-0.1 00.04-00.04 00.04-0-0.1 0-0.1-00.04 00.04 0 0.04 0.04 sexy funny 0 0 0 -0 -0 0 0 -0 0 0 0 0 0 0 0 0 -0 0 0 -0 0 -0 -0 0 -0 0 -0 0 > 0.25 romantic 0.01 0.06 -0 0.04 0.03 0.01 0.01 0.07 0.01 0.01 0.02 -0 -0.1 0.03 -0 -0.1 0.02 0.05 0.01 0.01 -0 -0 -0 0.01 0.01 -0.1 -0.1 -0.1 -0.1 0.25 sexy -0 0 0 0 0 0 0 -0 -0 -0 0 0 -0 -0 0 0 -0 -0 -0 -0 -0 -0 -0 0 0 0 0 0 soft -0.1 -0 0.03 0.03 0 0.09 0.01 0.07 0.04 0.04 -0.1 0.01 -0.1 0.02 0.02 -0 0.02 0.01 0.04 0.04 -0.1 -0.1 -0.1 0.04 0.04 -0.1 -0.1 -0.1 -0.1 0.23 romantic0.01-0-0.1-00.04-00.07 00.02 0-0.1 0-0.1 00.06 0 -0 -0 -0 -00.02-00.09-0-0.1-0 -0 00.03 0-0.1 00.01 00.01-0-0 0-0 00.08 00.08 00.08 0-0 0-0 0-0.1 0-0.1 0-0.1 0-0.1 mellow 0.21 soft -0 -0 0 -0 -0 -0 -0 -0 -0 -0 -0 0 0 0 -0 -0 -0 -0 0 0 0 0 0 0 -0 -0 -0 -0 cool 0.01 -0 -0 0.01 0 0.03 -0 -0 -0 -0 -0 -0 0 -0 -0.1 -0.1 0.01 -0 -0 -0 -0.1 -0.1 -0.1 -0 -0 0.05 0.05 0.05 0.05 0.19 mellow -0 00.09-0 -0-0 -0-0 -0 -0 -0 00.15 00.03 00.07-00.07 0 -0 -0 0 -0 -0 -00.06-0-0.1 0 0 -00.03 0 0 -00.07 00.07 00.1 -00.1 00.1 -00.07-00.07 0-0 -0-0 0-0 0-0 angry 0.17 cool -0-00.03 0 -0-0 0 0 -0 00.02 00.01 0 -0 00.03 00.03-0 0 00.05-0 -0 -0 -0 -0 -0 0-0 00.05 00.02 00.03 00.03-0-0.1-0-0.1-0-0.1-00.03 00.03 00 00 -00 0 0 aggressive -0 0.15 angry0.22 00.07-0 -0 0-0.1-00.08 0 0 0-0.1-00.02 00.02 00.02 00.01-00.11 00.03 00.05 0 -0 0-0 -00.04 00.04 00.02 00.02 0-0 0-0 0-0 00.02 00.02-00.06-00.06-0 0.06 0.06 dark -0 0 0 0 -0 0 0 0 0 -0 0 0 -0 -0 0 0 0 0 0 -0 -0 -0 -0 0 0 0 0 -0 0.13 aggressive melancholy 0 -0.1 0.25 0.08 0.05 0.02 -0.1 -0 -0.1 -0.1 0.07 0.04 -0 -0.1 0 0 0.01 0.03 -0.1 -0.1 0.19 0.19 0.19 -0.1 -0.1 0.02 0.02 0.02 0.02 -0 -0 0 0 0 0 0 -0 -0 -0 -0 -0 -0 -0 0 0 -0 -0 0 0 -0 0 0 0 0 0 0 0 0.11 dark 0 -0 -0 0 0 -0 -0 NaN 0 -0 0 -0 -0 -0 0 0 0 happy sad 0.02 -0 0 0.07 -0 -0 -0.1 0.09 -0 -0 -0.1 -0 0.02 0.1 0 0.06 0.06 0.08 -0 -0 0.1 0.1 0.1 -0 -0 0.12 0.12 0.12 0.12 0 0 0 0 -0 -0 -0 0 -0 -0 0 0 0 -0 -0 -0 0 -0 -0 0 0 0 0 0 -0 0 0 0 0 0.09 0 0 -0 -0 0 -0 -0 0 0 melancholy funny 0 0 0 0 0 0 0 NaN 0 0 0 -0 -0 0 0 -0 0 -0 -0 -0 0 happy 0.07 -0 0.01 0.01 -0.1 0 0.02 0.08 -0 -0 -0 -0.1 0.03 0.06 -0.1 0.1 -0 -0 -0.1 -0 -0 0.09 -0 -0 -0.1 -0.1 0.04 0.05 0.07 -0 -0.1 0.03 0.07 -0.1 0.09 0.04 0.03 -0 0.01 0.06 0.04 0.05 funny -0.1 -0 -0 0.11 0.03 0.05 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 Clocks Always Where I Need To Be -0 -0 -0 -0.1 0.08 1 -0 Linkin Park 0 What I’ve Done Johnny Cash -0 Coldplay The Kooks happy 0.05 0.02 -0.1 0.14 -0 -0.1 0.1 0.08 -0 0 -0 0.04 0.02 0.04 0 -0.1 0.01 0.06 0.11 -0.1 -0.1 -0.1 -0.1 0.3 0.14 -0 0.03 0.05 0.02 -0 melancholy -0 0.02 0.09 0.09 dark -0.1 -0.1 0.04 0.02 0.09 0.07 0.05 -0 -0.1 -0.1 -0.1 -0 -0.1 -0 0.07 0.03 -0 -0.1 0.05 0.02 -0 0.02 0.02 0.05 0.11 0.03 0.01 0.11 melancholy 0.03 0.05 0 0 0 0.04 -0.1 -0 0 0.04 0.01 -0.1 0.05 0.04 0.1 -0.1 -0 -0.1 -0.1 -0.1 cool -0.1 -0.1 -0 -0.1 angry 0.04 0.06 -0.1 -00 0.06 0.05 0.09 0.04 -0 0.1 0.07 0.06 0.07 0.01 0.06 0.06 -0 0.05 0.04 0 0.01 0.01 0.05 0.01 0.09 0.12 0 -0.1 0.02 -0 0.1 -0.1 -0.1 0 -0 aggressive -0 -0.1 -0 -0.1 0.05 -0 0.05 0.04 0.05 -0 0.05 -0 0.04 0.07 0.04 0.06 0.08 0.06 0.1 0.02 -0.1 0.02 0.01 0.03 -0 0.05 0.01 -0.1 -0.1 0.01 0.02 0.01 0.03 0.01 -0 melancholy 0 0 0 0 0 -0 0 0 0 0 0 0 0 21% 21.05 0 5% 5.263 0 11% 10.53 0 16% 15.79 0 5% 5.263 26% 26.32 5% 5.263 Park SemanticLinkin contours in tracks based on emotional tags What I’ve Done 0 0 -0 0 -0 -0 -0 -0 -00 -00 -0 -0 0 0 0 0 0 0 0 -0 0 -0 -0 < 0.09 0 0 AVERAGE 0 0.0 0.00 0% sad 2 0.2 0.09 9% -0 0 -00 -0-0-00 0-0 0-0 0NaN 0 -0 0 -0 -0 -0 0 -0 sexysad 0 -0 -0 0 0 0 0 -0 NaN -0 0 0 happy -0 -0 -00.030 0.11 -0 0.08 -0 0.02 -0 0.06 0.08 0.03 0.1 0.05 0.02 0.11 0.15 -0.1 0.15 0.04 0.04 -0 -0 0.05 -0.1 0.12 -0 AVERAGE -0.1 0.15 0.03 0.032 0.2 0.06 6% 0 1 0.052 -0 3 0.084 0.06 5 0 6 -0.1 7 -0.18 0.039 -0.1 10 0.0211 0.07 12 0.01 13 0.03 14 -0.06 15 0.02 16 0.03 17 0.05 18 0.09 19 0.12 20 0.05 21 0.21 22 0.00 23 0.08 24 n sum avg % 0 0 -0 0 funny -0 0.03 -0 -0.1 -00.050-0 -0-0.1 0 0.06 -0 -0.1 0.08 -0 0.08 0 0.11 -0 0.02 0 -0.1 -0.1 -0.1 -01.0 -0 0.03 -0.02 0.08 -0.06 -0.07 0.01 0.06 0.07 0.00 0.12 -0.06 0.16 0.01 0.06 soft -0 -0 -0 0 -0 -0 -0 NaN 0 0 0.04 0.11 0 0.06 0.1 0.02 -0.1 0.06 0.03 0.08 0.03 0.1 -0.1 0.09 0.03 0.11 0.03 0.04 0.14 0.13 0.14 0.04 0.01 00 0.05 0.11 0.01 0 0 0-0.1-0 -0 10 -0 200.1130 -0-0 -0 110 12 -0 13 -0 14 -0 15 -0 16 -0 170 18 -0 19 -0 40 -0 5 -0 6 -0 7 80 90 10 2 SUM 0.2 0.10 8% 8.333 happy 0 -0 happy happy -0.1 0.09 0.08 -0 -0 -0 -0.1 -0 0.08 0.1 -0.1 0.03 happy funny SUM0 -0 0.02 -0 0.03 06 NaN 0 8 0 9 010 -011 -012-013-00 14-00 15-0.1 -016 mellow 1.0-0 01 020.07030.1-0 4 050.03 18-0 19 22-0.1 25-0.1 28 29 0 0.05 -0 0.16 0.03 -0 0.03 17-0 -0.1 20 -0 21 0.03 -0 23 0.01 0.09 -0 26 0.03 0.03 0 0.05 0.1 0.17 0.06-0 -0.05 0 n0 -0 0 sum -0 0 avg 0 0 -0% -00.06 0 -0.1 0-0.080-0.04-0romantic -0-0.01 0-0.020-0.03 -0-0.070 0.060 -0.020 0.00 -0 0.030 -0.030 0.09 0 -0.050 > 0.25 0 0.17 0.13 0 70.11 -0.1 0.04 -0.1 -0.124 0.04 -0.1270.13 0.05 0.07 2 0.2 0.10 8% 8.333 0 1 2 3 0.01 4 5 6 7 -0.1 8 0.04 9 -0.1 10 sexy 11 0.19 12 -0.1 13 -0.1 14 0.07 15 -0.2 16 -0.1 17 -0.1 18 -0.1 19 20 21 22 23 24 25 26 27 28 sexy funny funny funny 0.04 0.01 -0 happy 0 0 0-0 -0-0 NaN 0 -0-00 -0-0-0 -0 00 -0-0-0 -0-0 0.01 happy cool -0 0 0 0 0 -0 37.93 -0-0 -0 -0 -0 -0 0.03 -0 -0 0 -0-0 0.07 0.09 -0 00.08 0 0.02 -00 0.07 0 0 0 -0 -0.1 0.04 11 -0 0-0.1 1.4 -0.1 0 0 -0 -0 -00.02-0 0.07 -0-0 -0 00.02 0-0.010mellow 0.02 -0.020 0.01 -0.010 0.060 -0.02 -0.020 -0.05 0.02 -0.020 0.02 -0.02 -0 0 0funny 00 -0 0-0 0-0-0 00.01 soft 0.13 38% 0 0 0 0 -0 -0 -0 -0 0 -0 -0 0.25 12.5 0.11 0 -0.1 -0 0.06 -0 happy 0.02 0.07 0.03 0.04 0.15 0.01 0.02 -0 -0 -0 -0 0.07 0.07 0.01 0.01 0.05 -0.1 0 0.02 0 0.01 0.02 0.02 -0 0 -0 0 0.02 00.08 0 happy happy 3 0.4 0.12 13% romantic 0 0.11 0.11 0.09 0.11 0.8 sexy sexy sexy funny happy happy funny sexy cool 3.448 angry 0romantic 0 00 00 -0 -0 0-0 -0 0 0.02 angry 0 0-0 -00 0 0 0 0.01 0 0 0-00 0-0NaN -0 0-0-0-0-0-0-00.10 0-0 0.04 0-0 -0.1 00 -0 -0 0-0-0 0-0.1 0-0 -00.09 -00.13 -00.09 0 0.14 0.13 0.02 -0 funny -0.1-0 0.12 0.03 0.03 -0.1 -0 0.05 0-0 -0-0 -0 -0 -0.1 -00.06 >-0.10.25 0.05 0.08 0.04 0.02 0.03-0 0.05-00.02-0 0.14-0-0.10.09 0.04 00.06-0 0.14 00.07-0 0.06 0-0.0200.100-0.03 0.05 0.050-0.02 0.02 0.04 0.12 0.36 -0.040 0.03 0.04 0.03 1 0.1 3% 0 0 0 0 -0 -0 -0 -0 -0 -0 -0 -0 -0 -0 0.23 0 0.04 0.07 0.02 -0 0.05 0.08 -0 -0.1 0.04 0.07 0.01 -0 -0 -0 -0.1 0.08 funny 0 0.0 0.00 0% 0 soft 0.10 0.14 0.10 funny sexy romantic romantic 0.8 romantic aggressive dark sexy funny 0soft 0 0 0-0 -00 NaN -0mellow -0-0-0-0-0 0-0 0-0 -000 0.11 0 -0 -0 -0 aggressive -0 0 0 -0 -0 0 0 0 0 0 0 -0 -0 0 0 0 -0 -0 0 0 0 0 0.25 10.34 0 0.15 0.03 0.07 -0 0.15 0.03 0.03 -0.1 -0.1 0.04 0.14 0.04 0 0.11 0 -0 -0 0.02 0.04 -0.1 0.05 0 0.02 -0.1 -0 0.01 0.02 0.15 0.04 -0.1 0.03 0.04 -0 -0 -0.03 0.16 -0.02 0.13 0.13 0.20 0.02 -0.02 0.13 0.01 -0.01 0.02 0.01 0.15 3 0.3 0.10 10% sexy 0 0 cool angry romantic melancholy sad -0 -0 0 0 -0 0 -0 0 -0 0 -0 0 -0 -0 -0 0 0 -0 0 0 -0 -0 -0 -0 0.21 4.167 0 -0 0.01 0.01 0 0.04 -0 -0.1 -0 -0.1 -0.1 -0 0.1 0.16 0.14 -0.1 0.03 0.04 -0.1 -0 -0 -0.1 -0 0.1 0.16 -0.1 -0 0.1 0.16 0.09 0 sexy 1 0.1 0.10 4% 0 mellow soft soft softsexy romantic sexy 0 00 0 0 0aggressive -00 -00 0 0 NaN 0dark -0 0-0 00 00 -00 -00 00 -00 -0 0 0 0 0 -0 -0 -0 0 0 -0 -0 -0 -0 0.6 dark romantic soft -0 0 0 0.23 0 0 0 0 0.0 0.00 0% 0.02 0 0 0 -0 -0 0 0 -0 -0 -0 0.19 0 -0.1 0.11 0.07 -0.1 0.02 -0 0.02 -0 0.15 -0.1 -0 0.07cool 0.11 0.03 -0.1 0.02 -0 0 0.08 -0 -0.1 -0 0.07 0.11 -0.1 -0 0.07 0.11 0.11 0.12 romantic romantic 2 0.2 0.11 8% 8.333 0 0 0 0 -0 0 -0 0 -0 -0 -0 0 -0 -0 -0 -0 mellow mellow soft melancholy romantic soft mellow -0 -0 0 0 0 0 -00 NaN -0sad -0 00 0-0-0-0 00 -00 0-0 00 -0 0 0 0 0 -0 -0 -0 0 0 -0 -0 -0 -0 mellow melancholy 0.60 -0 -0 -0 0 0 0 0.21 3.448 0 0 1 0.1 0.09 3% -0 0 0 -0 -0 0 -0 -0 -0 -0 -0 0.13 -0 0.15 -0 -0 0.17 0 -0 0.01 0.04 0.02 0.14 -0 0.01 0.03 0.05 0.01 -0.1 -0 -0 -0 0.10 -0 0.05 -0 0.02 0 -0 0.03 -0.1 -0 -0 -0 -0.1 -0 -0 -0 -0 -0 soft 1 0.1 0.10 4% 4.167 0 0 0.120 0 -0 0 0 0 0 0.15 mellow cool -0 -0mellow cool coolsoft cool soft 0 -0 0 0 0 0 -0 NaN -0 -0 0 -0 -0 0 0 -0 0 sad 0 0 -0 0 0.01 0 0 0 0 -0 -00.1 0 0.19 0 1 0.10.4 cool mellow 0 0.09 0 0 3% 0 0 3.448 0 0 0 -0 0 0 0 0 -0 0 0.10 -0 0 -0 0 0 0 0.15 0 -0 0.05 -0.1 0.02 0.09 -0.1 -0 0.03 -0 0.01 0-0 -0 -0.1 -0 0.07 0.04-0 0.02 0 0.15 0 0.02-00.13 -0 -0-0.1 0 0.07 0 0.05 0-0 -0-0.1-0 0.07-0 0.05-00.05-0 0 -0 mellow 2 0.2 0.11 8% 8.333 angry angry 0.12 0.05 0.02 -0 angry 0 -0 -0cool angry mellow 0.12 0 -0 -0 0 0 0 -0 -0 -0 -0 -0 -0 0 -0 -0 -0 0 -0 -0 -0 -0 -0 -0 -0 -0 0 0 0 0 0.17 0 angry 0 0.0 0 -0 0.000 -0 0%0 -0 -0 -0 -0 0.100 0 -0 -0 0 0 -0 0 -0 -0 0.13 aggressive 0 0 cool -00 -0 -0 0.02 -0 -0.1 -0 -0.1 -0 -0.1 -0.1 -0.1 0.02 0.06 -0 -0.1 -0 0.01 -0 -0 0.03 0.05 -0 0.02 0.06 -0 -0.1 0.02 0.06 -0 -0.1 -0 -0 0 0.0 0.00 0% 0 0 -0 0.09 0.4 aggressive aggressive aggressivecool angry cool dark -0 0 -0 -0 -0 -0 0 0 0 0 -0 0 -0 0 -0 0 0-0 00.04 0-0.1 00.05 0-0 0-0 0-0.1 00.05 0-0 -0-0 -00.02-00.11-0 0.15aggressive 17.24 0 17%0 -0 05 0 0.5 0 0 0.11 0 -0 -0 -0 0.120 0 -0 -0 0 0.10 -0 -0 -0 -0 -0 0.11 0 angry angry 0.02 0.04 -0.1 0.02 0.03 0.03 -0 -0 0.06 -0.1 0.05 -0 -0 0.27 0.06 0.06 0.16 0 2 0.3 0.13 8% 8.333 0 0 -0 0 -0 0.09 0.10 dark aggressive dark dark dark angry melancholy 0.2 -0 0 -0 0 -0 0 0 -0 0 0 00 0 -0 -0 -0 -0 0 0 0 0 -0 -00 -00 0-0.2 0-0 0 0 00.05 00.01 0 0.13 0 aggressive aggressive 00 0 0.0 0dark 0 0.00 0 0 0% 0 -0 0 00 -0 0 0 -0 0 -0 0 0 0.090 0 -0 -0 0 0 0.09 0 25 -0.1 0.02 0.12 0.05 0.08 -0 0.02 0.06 0.04 0 -0.2 -0 0.09 -0 0.11 -0 -0 0.05 -0.1 0 -0.2 -0 6 0.7 0.12 25% melancholy sad melancholy melancholy melancholy aggressive 0.2 0 30-0 4-0-0 5-0-0 60 0-0 8-0 0 10 0.01 0 11 0-012 0 0-0.1 00.05 00.01-0 -00.05-0 00.0127 0-0 28 0 0 00.2310 32 33 0.11 6.897 0 36 37 2 -044 0.3 0.17 7% sad 10.04 2-0.1 9 0.05 13 0 14 0 15 0 16 -0 17 -0 18 0 19 20 21 22 23 25 34 35 38 39 40 41 42 0 43 45 46 47 48 50 dark dark 0 0 -0 0 49 0 0.09 0 0.09 -0 -0 0.14 -0 0 0 avg -0 -0 % < 0.09 0 2 0.2 0.12 8% 8.333 -0.1 -0.1 0.1445 0.05 0.02 0.05 0.01 0.07 -0.1 0.09 -0 24 0.0526 n 0 sum 0 0 0 -0 0.110 0 -0 0 0 0.30 0.09 7 0.11 0.05290.230 0.11 sad sad 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 46 47 48 49 50 sad melancholy n sum % avg 0 dark 0 -0 -0 0 0 -0 -0 -0 NaN NaN NaN 0 0 0 0 0.25 0.50 0.75 1.00 0 0-0 0 0 -0 0 -0 -0-00-0-0 0 0 -0 0 0 -0 0 0-0 0 0-0 -0 0NaN -00-000-000NaN 000-00NaN -000 000 000 000 0 happy 0 0 -0 -0 00 00 -00 -00 -0 -0 0 -0 -00NaN -0 00-0-0 0-0 0-0 0.09 0NaN 00 00NaN 0NaN 0 0 0 0 0 0 4 0 0 0.8 0 00 0.21 0 0 14% 0 0 13.79 5 1.2 0.24 31% 31.25 melancholy 0.14 AVERAGE 0.11 0.09 happy 0 2 0.2 0.09 8% 0 NaN 0 0 0 0 0 0 0 0 0 0 melancholy 0melancholy 0 happy 0 0 0 0 0 0 0 0 0 0 00.12 0 0 0 0 0 0 5 1.2 0.24 28% 27.78 0 0.25 0.50 sad 0.75 1.00 NaN happy -00 0-00 000 -000 0-0 0-0 -0-00 0NaN -0 -0 funny PRESENCE % -00 -0-0-0NaN -0-0 0 0 0 00 0 -0 0 0 -0 0 0-0 0 00 -0 0NaN -000 00-000NaN 00-0-00NaN -000 00-0 000 00-0 0 <-0 0.09 00 0 0NaN 0-000NaN 0NaN 0 0 0 0sad 0 0 9 0 0 1.0 0 0 0.11 0 0 31% 0 0 31.03 > 0.25 0 50 8 1.3 0.17 50% 0 00 0 funny 0 NaN 0 -00 -00 -00 -00 0 0 0 funny 0 0 sad 0 0 0 0 0 00 00 0 00 00 -00 -00 00 -0 0 -0 > 0.25 0 4 0.9 0.22 22% 22.22 NaN funny sad 1.0 0 -0 NaN 0 -0-0 -0-0 -0-0 -00 0 00 00 0NaN sexy 1.0 0 -0 -0 -0 -0 -0 0 0 NaN 00 0-0 0NaN 00 0NaN 09.47E-04 0-0 00 0-0 00 0-011.11 0NaN 00 0NaN 0NaN 0 0 AVERAGE 0 0 0 PRESENCE 0 30 0 0.4 0 0% 0 0 11% 0 happy 0 0.25 0 5 0.6 0.12 31% 31.25 0.09 funny sexy 0 NaN 0 -00 -00 -00 -00 0 0 0 0sexy 0 0 -00 00 00 -00 00 -00 -00 0 00 00 -00 -00 00 -0 0 0.25 0 2 0.3 0.15 11% SUM 1.0 NaN -0 0 -00 00 0 0 -0 -0 0 NaN 0 0 NaN 0 -00 0-0 -0-0 0 0 0 0-0 00 0NaN 0sexy 0 NaN 0 NaN -0 0 -0 -3.31E-04 0 0 0NaN 0 NaN NaN 4 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 happy romantic sexy romantic -00 -00 00 happy -00 0 -00funny 00 00 -00 -00 -0 0 0 0 0 0 0 0 0 0 0 0 5.556 0 0 0 0 0 0 0 0 0 1 02 03 00.9 0 5 0 61 0 7 0 0 0.23 18.75 0 3 0.5 0.15 19% 0.9 AVERAGE 0.13 romantic romantic 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.23 0 2 3funny 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 1 0.2 0.19 6% happy NaN NaN -0 -0 -0 -0 funny soft mellow 0.10 0 -0 -0sexy 0 -0 -0 -0 -0 romantic NaN 0 -0-0 NaN 0 0 0 0 0 0-0 0 0 0 0-0 0-0romantic NaN 0 0-0 0AVERAGE NaN 0 0NaN -0 0 00.11 -0 -0 00 0-0 0NaN 0 NaN NaN 0.09 soft 05 -00 14-0 0 22 0 23 04 26 0 0 0 0 happy 0 0 0 0happy 0 0 0n 0 sum 0 00.80avg0 0.000 0.00 0 0.00 0.00 0.21 6.25 0 1 0.17 0.2 0.19 6% sexy romantic 10 -0 20 -03 4 6 -007 -008 09 0010-00 11 0 15 16 17 18 19 20 21 24 25 27 280.17 29 0 3022% 22.22 SUM 0 NaN 0 0 0 0 0 0 0 0 0 0 0 0 0soft 01.4 0 -02 0 soft 0 -00 012 0 13 0.21 %0 0.00 0.00 0.00 0.00 0.17 0.17 0.17 soft 0.17 0.17 0.17 MAX 0.17 0.170.30 0.30 0.30 happy 0.7 cool angry sexy 8 9 9 10 11 12 12 0 13 1414 15 160 2021 2122 23 25 272828 NaN 0.8 soft funny 2 -0 33 04 4-0 55-0 660 7 7-08mellow 130 23 2424 25 happy MAX 0101 -0 NaN -0 10 -0-011NaN -0 0 015-0 -016017 017018 018019 -01920 NaN -0 -022NaN -0 NaN 02626 02700.14 0 0-0290-0 0-0 0NaN -0 NaN NaN 0.09 mellow soft mellow 0-0 -0 0 00 00 050 0-0 0.8 0 0 0 00.15 0 0 0funny 0 0.8 0 06 0 00.7 00.11 00.11 0 020% 0 aggressive 0 0.19 0 6.25 romantic 1 0.2 0.15 6% funny dark -0 0 00angry 0000.11 -0000.220 00 0.22 -0 -00 0.22 -0 0 0-0 0 0.22 0 00mellow -0 0 028% 27.7800 0 0 sexy 0 NaN 0 -00 -00 -00 -00 0 0 happy 0mellow 0 0 -0 0 -00 0.11 00 0 0happy 0 -00.11 0-0 00-0 00-0 0funny 0 -0 0 0.22 0.19-0 cool 0.00 0.00 0.00 0.00 20 0.00 0.00 0.00 0.00 0.00 0.00 mellow 0.00 0.00 0.00 0.00 0.00 0.11 0.11 0.11 0.11 happy 0.11 0.11 0.14 0.310.130.310.130.310.130.31 0.420.130.420.13 NaN 0.7 cool angry 0.16 funny 0aggressive -0 -00.110 0.11-00.100.11 0 0.11 NaN 0 -0 0.22 NaN 0 -0 -0 00.22 00.220.11 -00.220.13 -0 0 0.31NaN 0 -0 NaN 0 0.42 NaN -0 -0 0.42 0 0.130.42 -00.130 -0 NaN 0 NaN NaN happy 0.7 00 -00sexy cool 0.10 happy romantic sad sexy -00 -000 -0 -0 -0 0 -0 0 -0 0 -0 0 -0 0 00 -0 0 0 01 0 0 0.1 0-0 0-00.11 0 0 0 0 6% 0 > 00.25 0 00 romantic 0 0 happy 0 0 0 sexy 0 0 03 0 00.4 00.11 00.13 0 010% 0 melancholy 0 0.17 0 25 soft 4 0.7 0.18 25% 0 NaN 0 0 0 0 0 0 0 0 0 0 0 funny 0 0cool 01.20 -00 0.10 0 00 -0 00 000 000-00.10 0 0 0 0 00dark 0.17 5.556 -0 -0000.100000.20 -0 00 0.34 -0 0 00.34 -0 -0 0.34 -0 0.43 aggressive dark 0.00 0.00 0.00 0.00 10 0.00 0.00 0.00 0.00 0.00 0.00 0.00cool 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 NaN funny 0.10-00.100 0.10 0.10 0.34 0.34cool 0.43 mellow -0 00.10soft 0melancholy 00.09 0 0.10 0 sad NaN 0 -0 0.20 NaN 0 -0 00.34 00.34 -0 -00.34 00.340 0.34NaN 0 0.34-00.34NaN 0 NaN 0 0.53 0 0.53 -0 0.53 0 0 -0 NaN 0 NaN NaN sexy romantic angry funny 0.60 0 0 0 sad funny mellow funny soft 0.6 0 0 -0 0 0 0 0 0 -0 -0 0 0 0 -0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.15 56.25 0 melancholy 9 1.3 0.14 56% romantic 0 NaN 0 -00 -00 -00 -00 0 0 0 angry 0 0 0 0 0 -0 0cool 00 00 00 0 0 0angry 0.15 27.780 angry 50 0.000 0.9 0 0 0 00.000 00.00 -00 -00 0.00 -00 0.000 0.00 0 0.000 00.00 -0 0.000 0.00 -0 0 0.00 0 0.00 -0 -0 0.00 -0 0.00 -00.17 0 028% 0.25 0.2 0.150.00 3% NaN angry 0.00 0.00 3.333 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.6 1 romantic sexy -0 -000.00000.00 0.00 soft -00.000 0.00-00.00-00.000 0.00 -00.090.00 NaN -0 -0 0.00 NaN 0 -0 -0 -0 -0 0.10 0 0.10 0 -00.00NaN -0 -00.00NaN 0 NaN 0 0 0.00 0 0.00 0 -0 -0 NaN 0 NaN NaN cool sexy sexy aggressive mellow 1.0 sexy sexy 0.10 -0 0 -0 0 0 0 -0 -0 -0 -0 -0 -0 -0 0 0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.13 31.25 0 0.5 aggressive dark 5 0.6 0.12 31% 0 NaN 0 0 0 0 0 0 0 0 0 0 aggressive 0 0 0 0 0.5 0 00 00 -0 0 00 00 0-0 0-0 0 0 0-0 0-0 0 -00 -00 00 -0 0.13 11.110 soft 1 2 0.4 11% 0.23 aggressive 0 0 00.00 -0 0.00 0 0.00 -0 -0 -0 0.00 -0 0.00 -0 0.00 -00.21 mellow 0.1 0.090.00 3% aggressive NaN 0.00 0.00 3.333 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 angry romantic romantic dark romantic 0.00 0.00 0.00 -0 0.00-00.00-00.00 0.00 0.00 cool 00.00 -00.00melancholy 0 0.000 0.000 0.000 0.000 0.00 -0 0.00 NaN -0 0.00 -0 0.00 NaN -0 00.00 00.000 -0 0 -000.00 -0-0NaN NaN -0 -0 NaN 0 0 -00 0.00 -00 -0 -0 NaN -0 NaN NaN soft sad romantic romantic 0.11 0 0.11 0 0 0 0 -0 -0 0 0 -0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.11 25 0 4 0.6 0.15 25% cool 0 NaN 0 7.34E-04 0 7.34E-04 0 7.34E-04 0 7.34E-04 0 0 0 0 0dark 0 -0 0 0 0 0 0 0-0 0-0 0-0 0-0 0-0 0-0 0 00 00 00 -0 0.11 16.670 0-0 -0 -0 -0 -0dark 3 0.5 0.16 17% 0.21 dark mellow 8 aggressive soft 0 0.240 -0 0 NaN 0 0.24 -0 -0 0 0.24 angry NaN 1.0 0.40.130.00 27% 0.00 0.00 26.67 0.00 0.00 0.12 0.12 0.12 0.12 0.12 0.12 0.12 0.27 0.27 0.27 0.27 0.40 0.55 0.55 0.4 000.000-00.000-00.1400 0.14 soft0.8 soft -00.14-0 -0 0.14-0 0.14 NaN -0 0.14 -0 0.14 NaN 0 -0 0 0.24 NaN -0 00 0.24 -00 0.24 -00 -0 -0 NaN 0 NaN NaN 0.14 0.14 0.24 0.24 0 0.24 -0 0.24 00.24 -0 0.24-0 0.24NaN 0.24-00.24-00.24 0.24 0.09 melancholy angry 0.10 -00 -00 0 0 0 0 0 0 0 0 0 0 06 0 0.9 0 0 0.15 0 0 33% 0 0 33.33 0 aggressive 0 0 mellow 0 0 0 0 cool 0 0.4 0 0 0 mellow 0 0 0 0 0 0 0 0.09 0 6.25 1 0.1 0.09 6% dark 0 NaN 0 0 0 0 0 0 0 0 0 0melancholy 0 0 0 soft 0soft 0 000 -000 -0-0 0 -000 00-0 000-00-0 0 0-00-0-00-000 0 0 -00 -0 0.09-0 melancholy melancholy NaN -0 0 0.24 0 0.240-0 -0 0.37 -0NaN -0 0 NaN 0 0.37 -0 -0 0 0.37 0.19 7 0.8 0.30.120.00 23% 0.00 0.00 23.33 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.10 0.10 0.10 0.10 0.10 0.10 -0 0.12 NaN 0 0.24 -0 0.24 NaN 00 00.24 00.240 -0 0 0.37 NaN -0 00 0.37 -00 0.37 00 0 -0 NaN 00 NaN NaN mellow 0.3 mellow 0.12 0.24 00.24 -0 0.24-0 0.370 0.37-00.37 0.37 sad 00.12 00.12-00.120 0.12-00.120 0.12-0 0.12 0.09 aggressive melancholy cool mellow 0 0 08 0 1.3 0 0 0.16 0 0 44% 0 0 44.44 0 0 0 0 dark 0 0 0 0 0 0 0 0 cool 0 0 0 0 0 0.110 < 0.09 0 25 4 1.0 0.26 25% 0.11 0 0 0 0 0 0 0 0 0 mellow 0 0 0 00 -00 00 00 00 00 -00 0 -00 -00 00 -00 -00 0 0 < -0 0.09 0 0 0 0 0 0 sad sad sad angry 0 -0 0 0.000 0.000 0.00 -0 0.000 0.000 0.000 0.000 0.00 -0 0.00 -0 0.00 -0 0.00 -0 0.00 -0 0.000 0.00 -0 0.000 00.000 0.00 -0 0.000 0.00 -0 0.00 -0 0.00 -0 0.00 -0 0.00 -0 0.00 -0 0.00 -0 0.00 -0 0.00 -0 0.00 -0 0.17 0 0 0.00 0.09 0.09 0.09 0.19 0.19 0.19 0.0 0.000.00 0% dark 0.00 0.00 0.00 0.00 0.19 0.19 0.19 0.19 0.19 0.19 0.19 cool0.6 angry cool sad melancholy 0.2 angry cool cool 0.2 AVERAGE 4 0.7 0.16 26% melancholy aggressive -0 0.000 0.000 0.000 0.00 -0 0.000 0.000 0.00 -0 0.00 -0 0.000 0.000 0.000 0.00 -0 0.000 0.000 0.000 0.000 0.000 0.00 -0AVERAGE -0 0 0 4 -0 -0 0.7 0 00.17 0 021% 0.15 0aggressive 0.3 0.110.00 10% 0.2 3 sad angry 0.00 0.00 0.00 10 0.00 0.00 0.00 0.00 0.09 0.21 0.21 0.21 0.21 0.21 0.31 0.31 0.31 0.31 0.31 angry -0 0 0.00 0.000.100.000.100.000.100.10 0.10 0.10 0.10 0.10 0.10 0.09 0.15 aggressive angry angry 0.10 0.1 0.15 sad 0.4 0 20 40 60 80 100 dark dark 0.1 0 -0 0.00 -0 0.00 -0 0.00 -0 0.00 -0 0.00 -0 0.00 -0 0.00 -0 0.000 0.000 0.00 -0 0.00 -0 0.00 -0 0.000 0.00 -0 0.00 -0 0.000 0.000 0.00 -0 0.000 0.000 0.00 -0 0.00 -0 0.000 0.000 0.00 -0 0.00 -0 0.00 -0 0.00 -0 0.13 0 0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.09 0.09 0.09 0.09 0.09 0.09 0 0.0 0.000.00 0% 0.00 0.00 0.00 0.00 aggressive aggressive 3.0 aggressive melancholy 0 20 0.14 40 0.11 dark 600 0.14 80 0.10 100 aggressive 0.09 0.15 SUM SUM 137 2 3 9 -0 10 11 -0 12 13 50 14 15 16 17 180 19 20 21 220 23 24 25 26 027-028-029 0 30 031 32 0.11 33 34035 36 melancholy 37 38 39 40 41 423 43 440.5 45 46 47 0.00 4810% 49 0.09 50 0.18 10 0 0 -0 0 0 0 0 -0 0 -0 -0 -0 -0 25 26 27 28 29 30 31 32 33 34 35 36 38 390 4 4005 41 06 42-07 43-08 44 0 45 46 0 47 48 -0 49 0.18 0 0 0.25 0.50 0.75 1.00 0.00 0.18 0.18 0.18 0.29 0.29 0.29 0.29 0.29 0.59 0.73 0.73 0.73 0.73 0.73 0.73 dark0.2 0.00 0.00 0.00 0.00 0.09 0.09 0.09 0.09 0.09 0.09 0.090.11 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.20 0.20 0.20 0.31 sad dark0 melancholy 25 26 27 28 29 30 31 32 33 34 35 36 37 0.22 38 39 3 40 441 5 42 6 43 44 8 45 9 46 10 47 11 48 12 49 13 50 14 15 16 17 18 19 20 21 22 23 24 n dark dark funny 0.15 43 44 45 46 47 48 49 50 0.09 1 happy 2 7 25 26sum 27 28 avg 29 30 % 31 32 33 34 35 36 37 38 39 40 41 n sum avg % NaN 0 0.17 0 -0 0.43 -0 0.15 0.22 sad 42 -0 0 0.00sexy 0 0.0000.22 0 -0 0 romantic 0 0 0 -0 0 -0 -0 0.120 0.12 -0 0.120 0.12 -00.190.23 -00.190.2300.190.320 0.32 -0 0.32 -0 0.320 0.320 0.320 0.090 0 0 0 0 -0 -0 -0 melancholy 3 0.3 0.110.00 10% 0.00 0.00 0.00 10 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.14 0.14 melancholy 0.00 0.00 0.00 0.00 0.12 0.12 0.12 0.12 0.12 0.12 0.12 0.12 0.12 0.12 00 -0-0 -0 30.43 0 0 0 0 0 melancholy 0 0 happy 0 0 1.0 0 0 000 -0 000.25 0 -00 0 0 -00 -00 0 0-0 0 00 0-0 -00 -0 sad melancholy 0 -0000.1400-0 00 -00 NaN -0-0 -0 -0 0 -0 00.22 0 -0 030% -0 -0 0 0 0 0 0 00 0 0 0 0.5 0 0 01.8 0 0 0 0happy 0 6 1.8 0.30 21% 21.43 0 -0 -00 0happy -0-0-0 0 00 7000 00 1.5 -0 -0 -0 -0 -0 -0 1.0 1.5 happy happy happy happy happy 0.12 00.20-0 0.13-0 0.18-0 0.30 0 0 0 0 -00 01 0 0.18 0.12 funny 2.5 0 soft mellow 0 0 -0 0 0 0 -0 -0 -0 -0 -0 0 0 0 0 -0 0 -0 0 -0 0 0 0 < 0.09 13.33 0 4 0.6 0.16 13% sad 00 0 0.00 happy 1.0 sad 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.000.100.000.100.000.100.00 0.00 0.000.120.000.12 0.000.120.000.12 0.10 PRESENCE % % 0 0 0 0 0 0 0 funny 0 00.9 00 00.00 0 0 0 0.09 00.00funny 00.000000.00-0000.00-0 00.00 0 0.00 > 0.00 00 -0 -00 -00.00 -00 0-0 -0-0 -0-0 -00.25 0 -0 -0 0 0 0 0 0 0 0 0 0 0 > 0.25 0 sad 0.10 romantic funny 4 sad 0.9 0.23 14% 14.29 00.10000 000sexy 0 00 -0 0 00 -0 0 -0-0 00 -0funny -0 0 -09-0 -0 0 1.7 00 -0 -00.19 00 -0 0 39% 00 -0 0 39.13 0 cool angry funny funny funny funny 1.6 0 0 0 0sexy 0.11 NaN 0.13 0.13 0 0 -0 0 romantic -0 -0 -0 0 0 0 AVERAGE 0.11 mellow aggressive dark PRESENCE -0 -0 -0 -0 0 0 0 0sexy 01.00 0 00 0 0 -000 -00 0 0 0-0 0 -0 0 000 -000 -0 0 000 -00 -00.25 00 00 0 00 0 0 1.6 9E-04 0 0 0 0 00.9 0 3 0 2 0 0.4 0 04happy 05% 06 11% 07 0soft 0 9 funny 0.25 0 13 10.71 3 20 0.3 0.10 -0-0-0 0 -00 -0 -0 -0 sexy 0 -0 -0 -054.06E-04 0 -000.32 00 -0 -022% 00 -0 0 21.74 0 soft mellow 0.8 sexy0 0 sexy 0 -0-0-00 sexy 1 3 8 10 11 12 sexy 14 15 16 sexy 17 AVERAGE 18 19 21 220.11 23 24 11% 0.23 NaN 0.11 0.12 0 0 -0 -0 -0 -0 -0 0 0 0 cool angry melancholy sad sexy romantic romantic 1.4 happy happy -0 -0 -0 -0 0 0 0 02.00.9 0 0 0 -000 00-0 0 -0-0 0 funny 0 angry 0 0-0 0 00 0-0 0 -00 00.23 cool 0.15 M -00-0 00-0 00 0-0 -0-0 00-0 0-0 -0 0 -0 0AVERAGE 0 -00.7 -0 00.12 -0 0 0021.74 0 0 0 0 00.8 0 0 0 0 0 0 0 0 0 00.00 0.000.23 25 0 dark 7 MAX 1.4 0.20 25% -0-0-0 00 0.190-0 -0romantic -0 00 0 -0 -05-0 -0 -0 -0 -3E-04 -022% -0 -0 romantic romantic romantic romantic romantic 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.10 0.10 0.10 0.10 0.10 0.10 0.19 0.16 0.19 0.19 aggressive mellow NaN 0 -0 -0 -0 -0 0 -0 -0 0 0 0.7 sexy romantic happy 0.00 0.00 0.00 0.00soft funny aggressive -0 -0 -0 -0 0 0 0 1.2 0soft 0 0 0 1 0002 03 00 0 dark 0 -0-0 0 12 0 13 0 0014 00.21 00-017 00 18-0 824 1.1 0.13 35% 400 50 60 -0 70 -0 80 9 11 20 21 25 26 27 -05 -0 -0 026 -0 00.25 -0 -0 0 0 0 0 0 0 0SUM 0 01.2 0 0 0 0melancholy 0 angry 0.21 0 soft sad0.11 0.11 0.11 soft cool 4.42E-04 -0 0011 010 -0 015170-01618 -019-0-0 02322 02423 025 -0 -027 0 28-0 02830 029 00 -0 0 34.78 -0 00 0 -0happy 9 0.20 0.20 2.0 0.20 0.22 32% 32.14 1 soft 2 3 -04-0 6 7 -00 8NaN09mellow 10sad 12 13 0 1400 15 16 19 20 21 0 22 soft 29 soft soft MAX soft 0.8 0.00 0.00 0.00 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.20 0.20 0.20 0.20 0.20 0.15 0 melancholy sexy 0 0 0 0 0 0 0.7 funny funny 0 0 0 0 0 0 mellow 0 0 00.6 0 00.00 0 0.24 0 angry 0 000.24 00.19 000.3500 0.480 30% 0.00 0.14 0.24 0.24 0.24-0 0.48 0.87 1.00 1.13 1.39 happy funny 00 0.00 -00-0 -00-00.14 00-00.14 -00 0-0 -0 -0 -0 -0 -0 0 0 00.15 -0 -0 -0 0 -0 0 0 0 0 0 0 0 0 0 aggressive 0 0 0 0 0 dark 0.19 0 cool -0-0 -0 000.100.220.24 00 -00.24 00 -00.24 00 0.230.24 00 -0-0 -0 00.24 -00.48 0 0 0.61 -0 0.74 -0 0.87 00.107-0 0 0.87 0 1.1 -0 001.260.14 -0 0 -0 0 30.43 -0 0 4 0.5 0.13 14% 14.29 romantic mellow mellow 0.09 0.13 0 0.10 mellow 0.14 mellow happy 0 0.00 0.00 0.00 0.11 0.11 0.11 0.11 0.11 0.11sad 0.27 0.27 mellow 0.37 0.37 0.37 0.37 mellow 0.37 0.37 0.37 0.37 0.37 0.37 0.37 0.37 0.37 0.15 NaN -0 -0 -0 0 -0 0 sexy happy 1.5 1.0 melancholy cool sexy romantic -0 -0 -0 -0 0 0 0 1.0 0 00.7 0cool 00.00 0 -0 0 dark 0 0.09 0 0 0 0-0 0 -0-0 0.17 26% 0000.00 -000aggressive 0000.00 -00-00.00 -00 0-0 00 -00 0.09 -0 0 0.09 -0 0 0.09 -0 0 romantic 00.6 0 0 0 0 0 0 0 0 0 0 0.17 0 0.00 0.09 0.09 0.09 0.09 0.09-0 0.09 0 0.09 0.09 -0 0 0.09 -0 -0 00 -00.09 00 0.09 -0 -0 00.09000cool -00.0900 0.090 0.09 -0 0 0.09 -060.09 -0 0 0.9 0 00.090.15 000.09 -0 00.09 00 -0 0 26.09 0 -0 0 happy 0 0 0 0 sexy soft 0.5 5 0.9 0.18 18% 17.86 cool cool cool funny 0 0.10 0.27 0.100.100.17 0.11 0.21 NaN0.11sad 0.13 0.10 0.19 0.10 0 -0 -0 -0 -0 -0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00cool 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 soft melancholy mellow funny funny 0 0 0 0 0 0 0 angry 0 0.6 0 angry 0 0 -00-0 0 0.000000.00 0 0.00 0 0.09 0 0.09 0 -000.09 00.15 000.19-00 0.290 57% -000 0.00 00 0-0 00 0-0 -0 0 0.29 0 0 00.16 -0 0 -0 0romantic 0 0 00.5 0 0 0 0 0.8 0 0 0 0 0 0 0.15 angry 0 0 0.00 00 00.09 00 -00.09 00 0.09 00 000.09 00.09 000.09-0 -00.2900 0.29-0 0 0.29 -0 0.29 -0130.29 -0 0 2.1 -0 00.29 000.29 -0 -056.52 0 00 0 0 soft 6 0.8 0.13 21% 21.43 mellow 0.29 0.29 0.29 angry angry angry angry cool0.00000.13 angry 0.4 0.00 0 sexy sexy 0.16 0.12 0.10 NaN0.15 0.10 0 0 0 0 0 0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.10 0.10 0.10 0.10 0.10 0.10 0.10 0.10 0.10 cool -0 -0 -0 -0 0aggressive 0 0sexy 01.00.5 0 0 00.00 0 0.00 0 -0 0 0.00 0 -0 0 -0-0 0.13 13.04 000.0000 0.000 13% aggressive dark -7.45E-04 0 -0 -0 00 -00.00 00 0.00 00 000.00 -0 00.00-0 -0aggressive -00.00-0 0.00 -0 0.00 -0 0.00 0 30.00 00 0.00 0 0.4 -0 000.00 -0 -0 -0 -5.17E-04 0 00romantic -0 mellow -7.45E-04 0000.0000-7.45E-04 -0000.00 000 0.00 -00 -0 00 -0 -0 -0 0 -0 00.14 00.00 -0 0 0 0 soft 0 0 0 0 0 0 0 0 0 0 0 0.13 0 2 0.3 0.13 7% 7.143 aggressive 0.00 0.00 0.00 0.00 0.00-0 0.00-0 0.00 0.00 0.00 0.8 aggressive aggressive aggressive aggressive 0 0.09 0 0 0 0 0 0 romantic 0.23 NaN 0.17 0.10 0.11 0.4 0.00 0.00 0.00 0.6 romantic angry 0.00 0.00 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.22 0.22 0.22 0.22 0.22 0.22 0.22 0.22 0.22 cool 0 0 0 0 0 0 0 dark 0 00.3 0dark 0 melancholy 0-0-00-0 00-0 00-0 00 0 -00 0 0 -0 0 -0 0 -0 0 00 0 0.11 0-0 35% -0sad 0 -0 -0 0 -0 -0-00.090 0.09 0 0.09 0 0.09 0 8-0 0 -01.2 -0 00.09 -0 00.09 0 -0 0 34.78 -0 0 00 0.09 0-0 -0 -0 0 -0 00.15 -0 -0 -0 -0 -0soft 0 0mellow 0 0 0 0 0 0 0 0 0 0 0 0 0.11 0 28.57 8 1.4 0.17 29% dark dark 0.000 0.00 0.00 0.00 0.00 0.09 0.09 0.09 -0 0.09 -0 0.09 0.09 -00.09 00.09 00.09-0 0.09 0.090 0.090 0.09 0.09 0.09 0.09 0.09 dark dark dark aggressive 0 -0 -0 -0 0 0 -0 melancholy 0.10 0.16 0.10 0.16 0.09 0.4 NaN 0.09 0.10 0.16 0.14 soft angry 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.10 0.10 0.10 0.10 0.10 0.10 0.10 0.10 0.10 mellow 0 0 0soft 0 00.2 0 0 000 -00-0-00-0 00-0-00 0 -0-0 0 -00 0 0 -0-0 0 -0-0 0 00 0-0 0 -00 melancholy 0-0 0-0 -0 -0-0-0 00.09-0-00.09-0 -00.09 0 0.090 0.09 0 0.09 -0 0.09 0 40.09 00 0.09 -00.4 -0 -0 -0 -0 -017% -0 -0 0 17.39 -0 -0 -0 0 0 0cool 00.09 -0 -0 -0 -0 00.10 -0 -0 0 -0 00.3 0 0 0 0 0.4 0 0 0 0 0 0 0.09 0 6 1.9 0.31 21% 21.43 melancholy dark melancholy melancholy 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.09 0.09 0.09 0.09 0.09melancholy 0.09 0.09 0.09 0.09 0.6 melancholy aggressive 0 0 0 0 -0 8.18E-04 -0 0.20 0.25 0.18 NaN0.15 0.41 0.11 0.11 0.11 0.11 0.11 0.12 mellow 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.22 0.22 0.22 0.22 0.22 0.22 0.22 0.22 0.22 0.22 cool 0.3 sad 0 0 0 0 0 mellow 0 0 00.5 0 0 sad 0 0-0 00 00 0-0 0 0 -0 0 0 0 0 0-0 0 -0-0 0 10 0-0 0 00< 00.09 0 -0 -0 -0-0 00-0 -0 -0 -0-0 -0-0 0 -0 0 0 700 -01.0 -0 -0 -0 0030% -0 -030.43 -0 -0 melancholy 0sad -0 -0 00.14 -0 0 -0 0 -0 0 dark 0 0 angry 0 00.2 0 0 0 0 0.2 0 0 0 0 0 0 < 0.09 0 9 2.5 0.28 32% 32.14 sad sad 0.1 sad 0 0 -0 0 -0 0 -0 -0 sad angry cool 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 sad cool melancholy AVERAGE 0.2 aggressive AVERAGE 7 1.1 0.16 30% 6 1.2 0.20 21% 0.1 aggressive 0.24 0.34 0.44 0.54 0.54 0.54 0.54 0.54 0.54 0.54 0.4angry 0 0.00 0.09 0.090.09 0.09 0.09 0.09 0.24 0.24 0.24 0.24 0.24 0.24 0.24 0.240.100.24 0.24 0.240.150.24 0.24 sad 0 1 2 3 0.00 0.00 0.10 0.100 0.10 0.10 0.10 0.10 0.10 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 angry 0 1 2 3 dark dark 0 0.1 0 20 40 60 80 100 25 26 27 28 29 30 31 32 33 34 35 36 37 0.00 38 39 0.00 40 41 0.00 42 43 44 46 48 50 0.00 8 0.00 45 0.00 10 0.00 47 0.00 49 0.00 0.00 1 2 0.00 3 4 0.00 5 6 7 9 110.00 12 130.00 140.00 150.00160.00170.00180.0019 0.00 200.0021 0.00 22 0.00 23 0.00 24 0.00 25 0.00 26 0.00 27 0.00 28 0.00 29 30 31 32 33 34 35 36 37 38 39 40 41 042 43 44 45 46 47 48 49 50 aggressive 0.14 0.14 0.25 0.25 0.39 0.39 0.49 0.49 0.49 0.58 0.58 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 melancholy romantic 11 Clocks 0 0 14 -0 15 016 017 018 NaN 19 NaN 20 NaN 21 -0 22 -0 23 -0 24 013 -0 0 NaN -0 NaN 0 00 00 00 0 0 0 0 0 0 -0-0 -0-0 0-0 NaN 0 -0 NaN 0 0-0 0 0 0 0 -0-0 0-0 -00 0 0 0 0 0 0 NaN m0 NaN -0 0 0 -0 -0 0 -0 0 -0 0 -0 0 -0 0 0 0 NaN NaN NaN 0 0 00 0 NaN -0 NaN 0 0 0 0-0 0 0 -00 0-0 0 0 0 0 -0-0 0 0 NaN 0 NaN 0 NaN 0 0 0 0-0 0 0 0-0 0-0 0 0 0-0 -0-0 0 0 NaN 0 NaN -0 NaN 0 00 00 00 -00 -00 0 0 0 0 0-0 0 0 NaN 0 NaN 0 NaN 0 -0 -0 -00 -00 0-0 0-0 0 0 -0-0 -0-0 -00 NaN 0 NaN 0 NaN 0 0 0 0-0 0 0 0-0 0-0 0 0 0 0 -00 0 0 NaN 0 NaN -0 NaN 0 -0 -0 -00 -00 0 0 0 0 0 0 0 0 -0-0 -00 NaN 0 NaN 0 NaN 0 0 0 0-0 0 0 -0-0 -00 -00 -0-0 0-0 0-0 NaN 0 NaN 0 NaN 0 0 0 0-0 0 0 0-0 -00 0 0 -0-0 0-0 0 0 NaN N 0 0 0 -0 -0 0 n 0 -0 0 0 -0 0 Th Po L d Z pp n Glen Hansard w Falling Slowly G H H 0 13 14 15 16 17 18 19 20 21 22 23 24 13 14 15 16 17 18 19 20 21 22 23 24 -0 0 0 0 0 -0 0 -0 -0 -0 0 0 0 -0 -0 0 0 0 0 0 0 -0 -0 0.23 -0 0 0 0 0 0 0 0 0 0.16 -0 0 0 -0 -0 0 -0 0 -0 0 0 -0 0.10 0 0 0 0 -0 -0 0 -0 -0 0 0 0 -0 0 0 0 0 0 -0 0 -0 -0 -0 13 14 15 -0 -0 0 -0 0 0 0 -0 0 0 0 0 0 0 0 0 -0 0 0.27 0 -0 0 0 0 0 0 -0 0 0.26 0 -0 16 -0 0 -0 0 0 0 0 0.25 -0 0 0 -0 0 0 0.18 0 -0 -0 0 0 0 0.19 0 0 -0 0 0 0 0.10 -0 -0 -0 -0 0 0.17 0 0 0 0 -0 0 -0 -0 -0 -0 0 0 0.24 0.12 0 -0 0 -0 -0 -0 0 0.28 0 0 0 -0 0 0 -0 0 0.11 0 -0 -0 0 0.12 0 -0 -0 0 0 0.17 -9.76E-04 0 0 0 0.23 N m 0 0 17 18 0 0 -0 -0 -0 0 -0 0 0 0 -0 0 0 -0 0 0 -0 0 -0 0 0.27 0 0 0.17 0 0 -0 0 -0 -0 0 0 0.26 0 -0 0.36 -0 0 0.35 0 0.34 n 0 0 -0 -0 0 0.12 -0 0 -0 0 -0 0 0.10 0 0 -0 0 -0 -0 0 0 0 -0 -0 0 0 0 -0 -0 0 0 0 0 0 0 -0 0 0 0 0 0 -0 -0 0 0 0 -0 0 0 -0 0 19 20 21 22 23 24 0 Th Po G aggressive3.0 dark happy dark 0 SUM H melancholy 0.61 14 0.84 15 0.84 16 0.84 17 0.84 18 0.84 19 0.84 20 0.84 21 0.84 22 1.18 23 1.18 24 1.18 25 1.18 26 1.18 27 1.18 28 1.18 29 1.18 30 1.18 1.18 1.18 33 1.18 34 1.18 1.18 1.18 37 1.18 0.22 1.18 0.22 1.18 0.22 1.18 0.22 1.18 0.22 1.18 1.18 1.18 1.18 1.18 1.18 1.18 1.18 1.18 13 31 32 38 39 40 42 0.22 43 0.22 44 0.39 45 46 47 48 49 50 0.22 0.22 0.22 0.39 0.22 10 0.22 0.82 0.2212 0.3313 0.3314 0.33 0.33 0.33 0.33 0.33 0.33 0.33 0.33 0.33 1 0.00 2 3 441 0.22 5 6 7 8 9 11 16 17 18 19 20 21 361.19371.19 381.19 391.19 401.1941 1.19 421.19 43 1.19 44 1.19 45 1.19 46 1.19 47 1.19 48 1.19 49 1.19 50 0.00 0.22 0.22 0.82 0.82 0.82 0.970.3315 1.190.33 1.190.33 1.190.33 1.190.33 1.19 0.33 1.19 0.33 1.19 22 1.19 23 1.19 24 1.19 25 1.1926 1.1927 1.1928 1.1929 1.1930 1.19311.1932 1.19331.19341.19351.19 0 0.00 0.2 35 36 0.27 0.16 0.11 13 0.14 14 0.14 0.20 15 0.40 16 0.13 17 0.14 0.63 -0 -0 0 0.00 0.25 0.00 0.12 0.00 0 0 0.00 0.36 0.00 0 0.30 0 0.18 0 0.19 0.00 0.17 0.00 0 0.30 -0 0.13 0.300 0.30 0 0 0 0.33 0 0.11 -0 0.11 0.16 0.12 0.33 0.10 0.33 -0 0.11 0.21 0.11 0 0.22 -0 0.22 0 0 0 0 0 0.22 0.21 0.49 0 -0 0 0 0 0.00 0.35 0.19 NaN 0.19 NaN 0.19 NaN 0.19 0 0 0 0.29 -0 NaN 0.290 NaN 0.290 0.29 0 0.19 -0 0 -0 -0 -0 -0 -0 0 0 -0 -0 -0 -0 0 0.11 0 0.43 0.11 0 -0 0.43 0.12 0.43 0.10 0.43 0 0.78 -0 0.78 -0 0.68 0 -0 -0 0 -0 -0 0 -0 -0 -0 -0 0 -0 -0 -0 0 0 0 0 0.73 0 0.11 0 0 0 0 0 0 0.43 0 0 0.85 NaN 0.85 NaN 0.85 NaN 0.85 0.09 0.85 0.09 0.85 0.09 0.85 NaN 0.85 NaN 0.85 0 -0 -0 0.41 NaN 0.41 NaN 0.41 0 0.11 -0 NaN -0 NaN -0 0.48 -0 0.48 -0 NaN -0 0.110 NaN 0.22 0.220 0.48 0.480 NaN 0.48 0 0 0 0 0 0 0.54 NaN 0.54 NaN 0.54 NaN 0.54 0 0.91 0 0.91 0 0 0 0.91 NaN 0.91 NaN 0.91 0 0.95 -0 NaN 0.950 NaN 0.950 NaN 0.950 0.09 1.300 0.09 1.300 0.09 1.300 NaN 1.300 NaN 1.300 0.78 0.11 0.78 0 0 -0 0 0.140 0 NaN -0 NaN -0 NaN -0 -0 -0 -0 0 -0 0 0 0.09 0 0.11 0.14 0.11 NaN 0.11 NaN 0.11 NaN 0.11 0.10 0.11 0.10 0.11 0.10 0.11 NaN 0.11 NaN 0.11 0 0.13 -0 0.13 -0 0.13 -0 0.41 -0 NaN -0 NaN -0 NaN -0 0.41 -0 0.41 -0 0.41 0.41 0.41 -0 -0 0 0.33 0.16 0.49 NaN 0.49 NaN 0.49 NaN 0.49 0.12 0.66 0.12 0.76 0.12 0.76 NaN 0.76 NaN 0.76 0.13 0.11 0.13 0.18 0.11 0.16 0.11 0 0.19 NaN 0.19 NaN 0.19 0.30 0.15 0.40 NaN 0.40 NaN 0.40 NaN 0.40 0.15 0.67 0.15 0.67 0.15 0.67 NaN 0.67 NaN 0.67 0 0 happy funny n sum 0 sad % avg 20 sad 0 0 0 0 0 NaN -0 NaN -0 0 -0 0 0 happy 0.12 0.09 0.11 1.0 melancholy 1.0 funny sexy romantic melancholy 0happy 0.25 NaNhappy NaN 7 NaN1.5 0 0.29 -0 0.29 -0 0.29 -0 0.290 0.290 0.290 0.290 0.290 0.290 0.290 0.290 0.290 0.290 0.290 0.290 0.290 0.290 0.25 0.22 26% 0.290NaN 0.290 0.290 0.290NaN 0.290 0.290 2.50.00 0.00 0.00 0.00 0.00 0.00 0.31 0.00 0.09 0 0.09 0 0.0900.45 0.0900.58 0.0910.58 0.09 0.19 0.19 0.61 0.97 soft mellow 0.10happy 0.20 0.20 0.31 0.31 0.31 0.45 0.45 0.580.19 0.58 0.58 0.580 0.49 0.58 0.58 0.58 0.58 0.58 0.58 -0 0.58 -0 0.58 0 happy 0 0.31 0 -0 00.00funny -0 -0 -00.580.19 00.580.19 -00.27 0 0.58 0 0.58 -0 -00.190.58 -00.190.5800.29 -00.39 0 0.49 0 0.49 00.15 -0 0.73 -00.200.85 -0 funny AVERAGE 0 funny happy 0.14 0.09 0.20 sexy sad 0.9 -0 0.190 0.190 0.190 0.190 0.190 0.190 sad 0 0.19sexy 0 0.190 0.190 0.190 0.19romantic 0 0.19angry 0 0.10 0NaN > 0.25 0funny 0.10 NaNfunny NaN 16 NaN2.7 0.17 59% 0.19 0.190 0.190 0.190 0.190 0.19 0.190NaN 0.190 0.190 0.19 0.190 0.190 0.17 0.12 0.9 funny 0 cool 0 0.23 0 0.23 0 0.23 0 AVERAGE 0 romantic 00.23 -00.34 -00.46 00.46 00.46 -00.46-00.46-00.46 00.46 0 0.46 0 0.460 0.46-0 0.460 0.46 -0 0.46 -0 0.460 0.46 -0 0.46 -0 0.460 0.46 0 0.46 -0 0 0.46 0 0.46 0 0.00 0.00sexy 0.00 0.00 0.23 0.46 1.0 sexy romantic aggressive soft -0 0.670 0.670 0.670 0.670 0.670 0.670 0.670 0.670.8 0 0.670 0.670 0.67 0 0.67soft 0 0.670 0.25 0 0.670 0.67mellow 0 0.67dark 0mellow 0NaN 0.25 0 sexy 1.2 0.24 19% 0.67 0.670 0.670 0.20 0.670 0.67 0.670 0.18 0.670 sexy MAX 0.36 NaN 0 melancholy -0 00.67 0.00 0 -0 00.00 -0 00.19 -00.19 00.19 00.19 00.19 0 0.19 0 0.190 0.190 0.19 -0NaN -00.20 -0NaN -050.180.19NaN0.19 0 0.19 0 0.19 0 0.19 0 -0 0 0.00 0.00 0.00 0.00 0.00 0.00 -0 0.00sad 0.00 -0 0.19 0 0.19 0.19 0.190 0.19 0.19 0.190.200.19 romantic happy sexy cool angry cool angry soft happy funny -0 0.760 0.760 0.760 0.760 0.760 0.760 0.9 0 0.7602.0 0.23 AVERAGE 0 1.2-00.13 0.20 22% 0.76 0.760.8 0.760 0.760 0.760 0.760 0.760 0.10 0.760 0.760 0.760 0.760 0.760NaN 0.760 0.24 0.760 0.760NaN 0.760 0.22 0.760 0.13 0.34 romantic romantic 0 aggressive -0 -0 -0 0.15-0 0.15-0 0.15 0NaN -0 0.15 -0NaN -060.220.15 -0NaN0.15 -0 -0 -0 -0 dark aggressive 0.00 0.00 0.00 0.15 -0 0.15 -0 0.15 -0 0.15dark 0.15 -0 0.15 -0 0.15 0 0.15 -0 0.15 -00.15 0 0.15-0 0.15 00.15-00.15-0 0.15 0.1500.24 0.15 0.15 0.15 0.15 0.15 -0 0.150.24 0.15 sexy romantic 0.7 romantic funny soft mellow 1 2 0.11 30 0.11 40 0.11 5 6 7 0.110 8 0.110 9 0.110 100.110110.110120.11013 14 15 16 17 0 18 soft 19 20 21 22 23 24 25 26 1.4 27 28 0.28 29 3019% -0 0.11 -0 0.110 0.110 0.110 0.110 0.110 0.8 0 0.19 0 0.110 0.21 0.11 0.110 0.110 0.110 0.110 0.09 0.110 0.110 melancholy sad soft mellow soft NaN 05MAX NaN 0.15 0 melancholy -0 00.11 0.27 -0 0 sad 00.27 NaN 00.49 00.49 -00.49 -0 -0 -0 0.72 -0NaN -0NaN0.72 -0 0.72 00.27 -0 0.100.72 0 0.72 0 0.72 0 0.00 0.13 0.13 0.13 0.27 0.27 0.27 0.72 00.72 00.72 00.72 00.72-0 0.72 0.720 0.72 0.720 0.720 0.720 0.72 0.72 0.72 soft sexy mellow 0.7 cool 0.6 0.00 0.09 cool 0.09 0.09 0.09 0.09 0.09 0.85 0.09 0.090.850 0.190.850 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.29 0.29 0.29 0.29 0.39 0.39 0.39 0.39 0.22 0.53 0.67 37% angry 0 00.85 0-0 0 0 0.190 0.19 0.850 0.850 0.850 0.850 0.850 0.850 happy 0.850 0.850 0.850 0.850 0.850 0.85 0.850 0.850 0.850 0.11 0.850 0.850 mellow mellow 0.09 0.26 NaN NaN -0 -0 -0 0-00.850-0 0 00.85000.8500 0 -0 0 0.19 -00.18 0 -00.26 0NaN 0 -0 -0NaN 10 0 0NaN2.2 0 -0 0 0 -0 0 1.50.10 0.37 0.37 0.47 0.64 0.75 0.96 0.96 0.96 0.96 0.96 1.09 1.19 1.19 1.19 1.19 romantic 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 mellow 0.7 cool aggressive dark angry 0.00 0.00 0.00 0.10 0.10 0.100.410.21 0.21 0.21 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.16 0.40 0.40 -0 0.09 -0 0.09 0 0.000 0.41 0 0.41 0 00.41 0 00.41 0 00.41 0-00.410.10 0 0.14 0-00.4100.21 0.5 0.41 0.410 0.09 0.41 0.410 0.410 0.410 0.410 0.410 0.41 0.4100.21 0.410 cool 0.09 00.410-0 00.410-0 00.4100 -00.410-0 -0 0.17 -0 0 0 cool 0 0.620 0.62-0 0.620NaN 00.11 -0 0NaN-04 -0NaN0.7 00.11 0 0 0 0.1915% 0 0.110 NaN 0.11 NaN funny 0.6 0.41cool melancholy 0.00 0.16 0.16 0.30 0.42 0.52 0.52sad 0.52 0.52 0.52 0.52 0.52 0.52 0.52 0.62 0.62 0.62 0.62 soft 0.62 0.62 0.62 0.62 0.62 0.62 0.62 0.62 0.62 0.62 0.62 0.6angry -0 0.48 -0 0.48 -0 0.48 -0 0.480aggressive 0 0.48 0-00.48 0 00.48 0 0.16 0 00.480.00 0 00.480.00 0-00.480.15 0 00.4800.15 0angry 0.00 0.00 0.00 0.00 0.00 0.15 0.15 0.15 0.15 0.15 0.15 0.15 0.15 0.17 8 0.15 1.4 30% 0.48 0.480 0.480 0.480 0.480 0.00 0.480 0.48 0.480 0.4800 0.4800 angry 00.48 -0 00.4800.15 00.4800.15 0 0 0.15 00.15 00.15 0 0.150 0.15 -0 0.150NaN0.15 -0 0.15 0 -0 00.15 00.15 NaN NaN NaN-0 -0NaN 0 -0 0.10 0 -0 sexy0.4 angry 0.00 0.00 0.23 0.23 0.23 0.23 0.23 0.23 0.23 0.23 0.23 0.23 0.40 0.40 0.51 0.61 0.61mellow 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.61 aggressive dark 0 0.910 1.0 0 0.91 0 00.91 0 0.17 0 0.10 0 00.910.00 0 0.910.00 0 0.18 0 00.9100.00 0.13 0 00.11 15 0.16 56% 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0 0.00 0.0000.18 0.00 0.00 0.00 0.910 0.14 0.910 0.14 0.910 0.14 0.910 0.910 0.910 0.910 0.5 0.910.5 0.910 0.91 0.91 0.910 0.9100.00 0.9100 0.9100 aggressive 00.91 00.910.00 -0 -0 00.9100.00 0 -00.00 00.00 -0 -0NaN0.00 -0 0.00 -0 -0 0 0.00 0NaN2.4 00.00 -00.00 aggressive 0.14 NaN NaN 0.27 0.22 NaN0.00 0.14-00.09 00.09-0 -0 romantic aggressive 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09cool 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 dark 0.3 melancholy 0 0.20 0-01.30 0-01.30 0-0 0-01.300.00 0-01.300.00 0 01.300.00 0-01.3000.00 0.11 0 -0 1.1 0.13 dark 1.300 1.300 1.300 1.300 1.300 1.300 1.300 1.300 1.300 0.00 1.300 1.30 1.30 1.30 1.300 1.300 1.3000 0.00 0.00 0.00 0.00 0.00 0.10 0.26 0.40 0.40 0 0.40 0.400 0.40 0.50 0.76 -00.92-0 1.01 01.01 33% 01.3000.00 01.300-0 -0 -0 00.40-00.40 -0 0.40 -0NaN0.40 0dark 0 0.66 0NaN0.66 090.28 0.66 0NaN-0 0 0 0.40 NaN NaN 0.28 0.44 0.4 soft angry 0.00 0.00 0.20 0.44 0.62 0.62 0.62 0.62 0.62 0.62 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 melancholy 0.40.2dark -0 0 0 -0 0 0 0 0 sad 0 0.000 0.110 0.38 0 0 0 0.490.11 0-0 0.11 0-0 0.11 0-0 0.26 0-0 00.26 00.26 0-0 00.37 0-00.17 0.09 0 -0 0.37-0 melancholy 0.8 0.19 0.33-0 15% melancholy 0 00.26 0 00.37-00.37 -0 0.370NaN0.37 00.140.37 0 -0 04 0.48 0NaN-0 -0 0.11 00.11-00.11-0 0.37 0.37 0 0.37 0.37 0.48 0.48 -00.59 0.15 0.15 0.15 0.15 NaN 0.14 -0 NaN 0 0.36 NaN0.48 0.40-00.70-00.82 0.14 melancholy 0.5 aggressive mellow sad 0 -0 -0 0 0 0 0.3 0 0 0.000 0.000 0.000-00.00 0 00.00 0 0 0.00 0-0 0.00 0 0 0.00 0-0 0.00 0-0 00.00 00.00 01 0 0.00<00.00 0.09 0 -0 0.00 1.4 0.20 26% sad sad 0 00.00 0 0-0 -00.00-00.00 -0 0.00 -0 0.00 -0 0.00 0 0.00 -0 0.00 0 0.00 07 0.00 0 -0 0.00 -0 0.00 -0 0.00 -00.00-00.00-00.00 0 -0 0.30.1 sad dark cool 0.2 AVERAGE 8 1.5 0.20 30% 0 angry 0.00 0.2 0.00 0.00 0.00 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0.09 0 0.19 0.19 0.19 0.34 0.34 melancholy 0.34 0.34 0 0.34 0.34 1 0.34 0.34 0.34 0.34 2 0.34 0.62 0.62 0.62 0.62 0.62 25.93 -0 -0 -0 -0 dark 0 0 0 melancholy 3 sad 0.34 0.62 0.62 0 0.135 36 10.00 2 9 10 11 12 13 14 15 19 240.00 25 0.00 26 0.00 27 0.00 28 0.00 29 0.00 30 31 32 33 34 35 36 37 38 39 40 41 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 39 40 42 43 44 45 460.00 470.00 480.00 490.00 50 0.00 0.00 37 0.00 38 0.00 3 0.00 441 0.00 5 0.006 0.007 0.008 0.00 0.00 16 0.00 17 0.00 18 0.00 0.0020 0.00 210.00220.00230.00 sad 0.36 0.36 0.36 0.36 0.49 0.49 0.49 1.24 1.49 1.60 1.60 1.60 0.15 1.70 1.70 18 aggressive 1.70 1.70 1.70 1.06 0.10 1.23 0.16 1.23 0.27 1.58 1.58 0.17 1.58 0.16 1.58 1.58 0.14 1.58 1.58 0.13 1.58 1.58 0.14 1.58 1.58 0.13 1.58 0.22 1.58 0.25 1.58 1.58 1.58 0.00 0.13 0.00 0.00 0.29 0.13 0.29 1.70 1.70 1.70 0.11 1.70 1.70 0.35 1.70 1.70 0.11 1.70 1.70 0.35 1.70 1.70 0.29 0.44 0.58 0.73 0.13 0.73 0.73 0.73 0.73 0.13 0.73 0.41 0.73 0.39 0.73 0.73 0.73 0.56 0.25 0.56 0.35 0.72 0.72 0.16 0.72 0.72 0.84 0.96 1.07 1.07 1.07 1.07 1.07 1.07 0.18 1.07 0.13 1.07 1.07 1.07 0.63 0.50 0.63 0.63 0.26 0.63 0.76 0.76 0.76 0.76 0.86 0.97 1.07 1.07 1.07 1.07 1.07 1.07 0.32 1.07 0.20 1.07 1.07 1.07 0.41 0.41 0.41 0.62 0.46 0.62 0.62 0.62 0.62 0.19 0.62 0.71 0.23 0.80 0.10 0.89 0.89 0.89 0.23 0.89 0.10 0.89 0.89 0.33 0.89 0.21 0.89 0.89 1.58 1.68 1.68 1.68 1.68 1.68 1.68 1.68 1.68 1.68 1.68 1.68 1.68 1.78 1.87 1.96 2.05 2.05 2.05 0.25 0.41 0.41 0.22 0.41 0.14 0.41 0.41 0.41 0.10 0.41 0.41 0.10 0.41 0.41 0.41 0.41 0.10 0.41 0.41 0.41 0.41 0.41 0.41 0.41 1.68 0.60 0.10 0.60 0.31 0.60 0.10 0.60 0.60 0.22 0.60 0.13 0.60 0.60 0.11 0.60 0.00 0.00 0.00 0.11 0.11 0.11 0.20 0.29 0.12 0.39 0.39 0.39 0.39 0.12 0.39 0.39 0.18 0.39 0.11 0.39 0.39 0.20 0.20 0.27 0.20 0.20 0.19 0.34 0.15 0.34 0.16 0.34 0.34 0.34 0.34 0.34 0.34 0.34 0.49 0.80 0.95 0.25 0.12 0.60 0.18 0.60 0.34 0.60 0.11 0.74 0.21 0.89 0.18 1.03 0.18 1.18 0.12 1.18 0.65 1.58 0 funny romantic funny funny mellow romantic angry 1.70 0.00 1.70 0.00 1.70 0.00 1.70 0.00 1.70 0.00 1.70 0.00 1.70 0.00 1.70 0.25 1.70 0.25 1.70 0.25 1.70 0.25 1.70 0.25 1.70 0.25 1.70 0.25 0.12 0.12 0.12 0.33 0.12 0.12 0.12 0.58 0.21 0.21 0.15 0.12 0.12 0.12 0.12 0.12 0.25 1.58 0.00 1.58 0.00 1.58 0.00 1.58 0.00 1.58 0.00 1.58 0.00 1.58 0.00 1.58 0.10 1.58 0.10 1.58 0.10 1.58 0.10 1.58 0.10 1.58 0.10 1.58 0.10 0.20 0.00 0.18 0.00 0.00 0.20 0.00 0.14 0.14 0.14 0.24 0.00 0.00 0.00 0.00 0.14 0.24 0.14 0.14 0.14 2.871 0.10 1.70 0.95 0.95 0.21 1.58 2.296 1.07 1.07 aggressive happy mellow 0.7 softaggressive melancholy 0.00sexy 0.00 0.09 0.09 0.09 1.07 1.07 0.52 0.52 1.148 1.4 0.14 16 3.4 0.22 28% 27.78 44% 44.44 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9 7 2.3 2.0 0.25 0.29 25 25% 19% 19.44 11 2.2 1.03 0 0 0 0.09 0 1.03 0 0.09 0 1.03 0.09 1.03 0 14 15 16 17 18 9 47 10 48 11 49 12 50 13 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 1 392 403 414 425 436 447 458 46 0.46 0.61 0.61 0.61 0.61 0.61 0.72 0.72 1.06 1.06 1.17 1.17 1.52 1.52 1.52 1.52 1.52 1.52 1.52 1.52 0.88 0.98 1.14 1.40 1.40 1.58 1.74 1.74 1.87 1.87 2.00 2.00 2.14 2.14 2.27 2.48 2.73 2.73 2.73 2.73 2.73 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.26 0.26 0.26 0.26 0.38 0.80 1.19 1.19 1.19 1.19 1.19 0.00 0.15 0.15 0.40 0.75 0.75 0.90 0.90 0.90 0.90 0.90 0.90 0.90 0.90 0.90 0.90 1.09 1.22 1.22 1.22 1.22 1.22 0.12 0.62 0.62 0.87 0.87 0.87 0.87 0.87 0.87 0.87 0.87 0.87 0.87 0.87 0.87 0.87 1.19 1.39 1.39 1.39 1.39 1.39 0.33 0.33 0.33 0.79 0.79 0.79 0.79 0.98 0.98 1.21 1.31 1.31 1.31 1.54 1.64 1.64 1.97 2.18 2.18 2.18 2.18 2.18 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.69 0.69 0.91 1.05 1.05 1.05 1.15 1.15 1.25 1.25 1.25 1.25 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 0.67 0.67 0.77 1.09 1.19 1.19 1.41 1.54 1.54 1.65 1.65 1.83 1.83 1.94 1.94 2.13 2.30 2.42 2.42 2.42 2.42 0.33 0.33 0.33 0.48 0.61 0.61 0.61 0.61 0.61 0.61 0.73 0.73 0.73 0.73 0.85 0.85 1.03 1.14 1.14 1.14 1.14 0.00 0.27 0.27 0.46 0.61 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.21 0.44 0.44 0.64 0.64 0.89 1.01 1.01 1.01 1.01 1.22 1.22 1.22 1.22 1.43 1.43 1.43 1.43 1.43 1.43 1.43 0.151.52 0.15 1.52 0.15 1.52 0.15 1.52 0.28 1.52 0.61 1.52 0.61 1.52 0.61 1.52 1.19 1.52 1.19 0.1 1.52 happy 1.52 1.52 1.520.001.520.001.520.151.52 0.4 2.73 1.19 0.2 14 15 dark 0.53 0.53 0.53 0.91 0.91 0.91 0.36 0.18 0.91 0.91 0.91 0.91 0.91 0.91 0.91 0.91 0.91 0.91 0.91 0.91 0.91 0.91 0.78 0.78 0.78 0.78 0.78 0.78 0.78 0.78 0.78 0.78 0.78 0.78 0.78 0.78 0.78 0.26 0.26 0.09 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 1.38 1.38 1.38 1.38 1.38 1.38 1.38 1.38 1.38 1.38 1.38 1.38 1.38 1.87 1.87 1.87 1.87 1.87 1.87 1.87 1.87 1.87 1.87 1.87 1.87 1.87 1.87 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 1.83 1.83 1.83 1.83 1.83 1.83 1.83 1.83 1.83 1.83 1.83 1.83 1.83 1.83 3.25 3.25 3.25 3.25 3.25 3.25 3.25 3.25 3.25 3.25 3.25 3.25 3.25 3.25 3.25 melancholy 1.49 1.62 1.62 1.62 1.62 1.62 1.62 1.62 1.62 1.62 1.62 1.62 1.62 1.62 1.62 1.62 1.62 1.62 0.69 0.69 0.69 0.69 0.69 0.69 0.69 0.69 0.69 0.69 0.69 0.69 2.56 2.70 2.70 2.70 2.70 2.70 2.70 2.70 2.70 2.70 2.70 2.70 1.04 1.04 1.40 1.58 1.58 1.58 1.58 1.58 1.58 1.58 1.58 1.58 1.58 1.58 1.58 1.58 1.58 1.58 1.58 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.77 2.97 3.20 3.20 3.30 3.30 3.30 3.30 3.30 3.30 3.30 3.30 3.30 3.30 3.30 3.30 3.30 3.30 3.30 1.06 1.16 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 3.02 3.17 3.17 3.44 3.44 3.44 3.44 3.44 3.44 3.44 3.44 3.44 3.44 3.44 3.44 3.44 3.44 3.44 3.44 3.44 1.96 1.96 2.25 2.25 2.25 2.25 2.25 2.25 2.25 2.25 2.25 2.25 2.25 2.25 2.25 2.25 2.25 2.25 2.25 2.25 2.25 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.02 0.91 0.91 0.16 0.26 0.26 0.11 0.20 0.26 0.26 0.26 0.26 0.19 0.24 1.38 0.91 0.91 0.09 0.91 0.48 1.38 0.78 0.78 0.78 0.16 0.19 1.38 1.38 0.10 1.38 0.20 1.38 1.38 1.38 1.60 1.60 1.60 0.26 1.60 0.27 1.60 0.45 1.60 0.15 1.60 1.87 0.28 1.87 1.87 1.68 2.08 2.08 2.54 2.54 0 1.68 0.16 0.67 1.38 2.40 1.38 2.54 0.91 0.91 0.16 2.54 0.29 2.54 1 2 3 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 dark sad 1.83 1.83 1.83 2.14 2.14 2.27 2.44 0.95 0.95 0.95 0.95 0.95 0.95 1.07 1.07 1.07 1.17 1.17 1.17 1.27 1.17 1.31 1.31 1.55 1.75 1.75 1.75 1.75 1.75 1.85 2.06 2.28 2.56 0.36 0.36 0.36 0.36 0.55 0.78 0.78 0.78 0.78 0.87 0.87 0.87 1.22 1.22 1.22 1.56 1.56 1.56 1.72 1.89 1.89 1.89 1.89 2.05 2.24 2.24 2.24 2.24 2.24 2.24 2.46 2.46 2.46 2.57 2.77 2.77 0.93 0.93 0.93 0.93 0.93 0.93 1.06 1.06 1.06 1.06 1.06 1.06 1.28 1.62 1.62 1.73 1.89 2.04 2.04 2.04 2.04 2.30 2.57 1.26 1.52 1.75 1.75 1.96 1.96 1.96 1.96 1.96 1.96 1.07 1.21 1.21 1.21 1.66 1.82 1.82 1.82 1.82 1.82 0.36 0.89 0.89 1.32 1.49 0.53 0.53 1.26 1.26 1.07 1.07 1.12 0.36 1.06 1.71 1.51 0.85 0.95 0.95 0.44 0.44 0.44 1.06 1.17 1.17 happy 0.36 0.36 0.36 funny 1.22 1.22 1.22 sexy happy 1.93 2.24 2.24 romantic funny 0.65 1.12 0.78 0.93 0.93 soft sexy 1.12 1.28 1.28 mellow romantic 1.26 1.26 1.07 1.07 1.26 1.26 cool soft 1.07 1.07 1.83 1.83 00.44 10 30 AVERAGE 40 0.44500.44600.44 70 0.44 20 0.44 0.44 0.44 0.44 80 0.44 90 0.44 100 0.44 0.69 PRESENCE % angry mellow sad dark 0.6130.1 melancholy 0 sad 0.139 0.279 M funny romantic mellow angry dark sad % M 0 0 1.148 2.296 0.156 3.445 0.312 AVERAGE PRESENCE % funny sexy happy romantic funny soft sexy mellow romantic cool soft angry mellow sad 0 0.145 0.289 0 10 20 30 40 50 60 70 80 90 100 PRESENCE % happy funny funny sexy sexy romantic soft soft mellow cool cool angry angry aggressive dark dark melancholy melancholy 0.280 AVERAGE 0 10 20 30 40 50 60 70 80 90 100 PRESENCE % happy aggressive 0.561 0.258 F g 4 Accumu ated LSA va ues o emot ona components tr ggered by the yr cs and the r correspond ng ast m tag c ouds - rom top e t and across “A ways where need to be” (The Kooks) “San Quent n” (Johnny Cash) “C ocks” (Co dp ay) “What I ve done” (L nk n Park) “Fa ng s ow y” (G enn Hansard) “Sta rway to heaven” (Led Zeppe n) “Sme s ke teen sp r t” (N rvana) and “Such great he ghts” (The Posta Serv ce) mellow 0.841 0.129 PRESENCE % sad 0 10 20 30 40 50 60 70 80 90 100 happy sexy soft cool aggressive melancholy 3 SUM happy melancholy 0 romantic 1.121 0.69 0.69 0.69 0.69 0.69 0.69 AVERAGE 0.20 2.70 2.70MAX 2.70 2.70 2.70 2.70 0.58 0.20 31% dark angry melancholy aggressive sad dark dark angry melancholy aggressive 0.307 42 43 44 45 46 47 48 49 50 2 33% 33.33 53% 52.78 aggressive cool aggressive cool 0.3 0.920 0.2 2.54 0.78 0.21 1.83 0.36 0.78 1 % funny 1.83 0.16 1.24 0.12 1.24 AVERAGE 0 3.05 0.16 0.16 0.22 1.24 1.96 0 sad 1.83 0.16 1.24 sad happy 3.05 0.37 0.48 0.48 0.16 0.17 0.16 1.24 0.45 1.41 melancholy 1.83 0.37 0.16 1.24 1.68 0.21 1.68 melancholy 0.09 0angry melancholy 2.90 0.37 0.37 0.33 0.16 1.24 dark aggressive sad < 0.09 0 1.83 0.91 0.37 0.16 1.32 0.12 1.32 0.16 1.60 0.15 1.60 dark 0 cool 1.83 0.91 0.25 0.14 mellow 2.44 2.56 0.316 0.91 0.91 0.91 0.18 0.23 1.96 0.91 1.54 0 sexy happy romantic funny soft sexy happy mellow romantic funny cool soft sexy angry mellow romantic aggressive cool soft dark angry melancholy mellow aggressive sad cool dark angry melancholy aggressive sad dark 2.14 0.158 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.36 0.36 0.36 0.93 0.93 0.4 1.227 1.43 1.43 sad 1.43 1.43 1.43 1.43 1.43 1.43 1.43 1.43 1.43 1.43 1.43 1.43 1.43 1.43 1.401 0.53 1.91 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.49 0.94 0.94 0.94 1.16 1.16 melancholy 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 0.77 1.682 0.53 1.83 1.01 1.962 0 0.53 1.91 1.06 romantic sad 0.53 1.67 0.44 aggressive 0.53 1.91 0.72 sexy melancholy 1.96 0.53 1.30 1.06 0.6 1.96 0.53 1.76 0.44 0.00 cool 0.09 0.09 0.26 0.36 0.36 0.53 0.53 0.53 0.74 0.96 1.13 1.22 angry 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.35 angry 1.41 1.96 0.53 1.30 0.59 0.28 0.28 0.40 0.40 0.40 0.40 0.40 0.57 0.57 0.73 0.89 0.89 0.89 0.7 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65 0.65mellow 0.65 0.65 0.65 0.65 0.65 0.65 soft cool 1.840 1.41 1.96 0.53 1.76 0.96 romantic 1.41 1.96 0.53 1.30 0.44 sexy 1.41 1.96 0.53 1.19 0.49 0.9 1.41 1.96 0.53 01.76 0.24 0.24 0.24 0.24 0.24 0.24 0.24funny 0.24 0.24 0.36 0.49 0.49 0.49 1.19 1.19 1.19 happy 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 sexy 1.19 0.23 0.23 0.23 0.23 0.23 0.23 0.23 0.23 0.57 0.57 0.57 0.68 0.68 2.147 1.39 1.39 1.39 1.39 1.39 cool 1.39 1.39 1.39 1.39 1.39 angry 1.39MAX 1.39 1.39 1.39 1.39 1.39 soft 0.50 0.8 funny dark 0.00 happy 0.00aggressive 0.00 0.00 0.00 0.00 0.00 0.00 0.15 0.15 0.15 0.26 0.26 2.18 2.18 2.18 2.18 2.18 2.18 2.18 2.18 2.18 2.18 2.18 2.18 2.18 2.18 2.18 2.18 0 mellow 1.41 1.96 1.76 1.76 sad 1.28 1.534 0.00 0.00 0.00 0.00 0.00 0.13 0.13 0.35 0.57 0.57 0.57 0.57 0.80 dark 1.14 1.14 1.14 1.14 1.14 1.14 1.14 1.14 1.14 1.14 1.14 1.14 1.14 1.14 1.14 1.14 0.5 1.43 16 1.41 1.96 0.53 0.53 0.14 0.53 0.53 0.53 0.53 0.53 0.09 0.21 0.22 0.28 1.19melancholy 1.19 1.19 1.19 1.19 1.19 1.04 0.00 0.00 0.00 0.14 0.14 0.14 0.28 0.28 0.28 0.40 0.53 0.53 0.53 aggressive 2.42 2.42 2.42 2.42 2.42 2.42 2.42 2.42 2.42 2.42 2.42sad 2.42 2.42 2.42 2.42 2.42 2.42 melancholy 1.14 cool 1.54 dark 1.54 1.54 mellow angry 1.41 1.74 1.74 0.24 1.24 aggressive sad angry dark aggressive melancholy 1.04 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.44 0.44 0.19 1.22 1.22 1.22 1.22 1.22 1.22 1.22 1.22 1.22AVERAGE 1.22 1.22 1.22 1.22 1.22 1.22 1.22 romantic soft mellow 1.35 1.54 1.23 1.23 1.41 1.41 0.10 0.22 0.13 1.74 0.43 M 1.41 1.41 1.41 1.41 1.41 1.41 AVERAGE % 0.21 1.96 1.96MAX 1.96 1.96 1.96 1.96 0.49 1.23 1.50 0.16 0.14melancholy cool 0.382.73 0.57 2.73 0.57 2.73 0.57 2.73 0.57 2.73 0.57 2.73 0.81 2.73 1.04 2.73 1.04 2.73 1.04 2.731.0 2.73 2.730.002.730.202.730.382.73 funny 0 100 1.50 0.25 1.540.261.68 0.23 1.68 0.46 80 1.03 1.03 0.10 0.91 1.320.331.32 13 60 0.64 0.64 0.64 0.64 0.64 0.64 funny 0.10 0.13 0.13 0.10 0.38 0.87 1.01 0.95 0.87 0.95 0.87 0.95 0.87 0.95 0.87 0.95 0.87 0.95 0.95 0.95 1.01 0.95 1.01 0.95 0.95 1.180.091.54 0.18 0.44 0.231.01 0.88 40 0.31 0.20 0.60 0.60 0.60 1.320.161.32 1.32 0.39 0.60 0.39 0.60 0.39 0.60 0.390.13 0.39 0.60 0.39 0.39 0.39 0.60 0.39 0.60 0.39 0.88 0.39 0.22 0.22 0.230.880.211.32aggressive 0.111.32 1.32 soft 0.46 20 0.92 1.03 mellow romantic 0 cool soft angry 0.17 dark 42 43 44 45 46 47 48 49 50 0.31 0.43 39% 38.89 25 25% 10 0.09 0.92 0.43 14 soft sexy 0.19 mellow 0 % 8.333 0.11 0 0.31 1.03 1.03 0.13 8% aggressive 0.13 0 aggressive 0 0.92 1.03 0.23 0 1.03 0.31 AVERAGE 0.7 0 0.09 0.92 0.84 3M romantic 0 1.03 0.31 1.27 1.50 1.50 1.50 1.50 PRESENCE % 44% 44.44 33% 33.33 0 0.09 0.92 0.43 0.43 0.43 0.23 0.21 0.14 0 1.03 0.31 1.27 1.6 0 0.09 0.92 0.84 12 0 1.03 0.31 1.27 % sexy 0 0.09 0.92 0.84 0.24 0 0.31 0.43 0.43 0.14 0.24 avg 0.20 0 0.92 1.03 0.24 3.2 0.17 0.31 0.64 0.92 0.24 sum 0.19 0.92 1.03 0.92 0.24 n 16 0.18 0.31 1.03 1.03 sexy happy 0.92 0.24 7 1.8 0.26 19% 19.44 AVERAGE 0.19 0.92 1.03 0.92 0.24 3.3 0.31 funny 0.58 0.236 0.92 0.92 0.24 happy funny 2.2 0.92 dark funny dark sad 0.21 romantic 0.21 0.47 0.47 0.36 0 0.118 0.77 0.77 0.77 0.77 0.77 0.77 0.92 0.92 0.92 0.92 0.32 0.32 0.32 0.37 0.32 0.16 0.32 0.32 0.32 0.32 0.32 0.11 0.24 1.6 0.62 0.31 0.32 0.09 0.43 0.43 0.43 0.43 1.07 0.09 1.07 0.09 1.07 0.28 1.07 0.28 1.07 0.28 1.07 0.28 1.07 0.28 1.07 0.28 1.07 0.28 1.07 0.28 1.07 0.28 1.07 0.28 1.07 0.28 0.43 0.43 romantic 0.23 0.34 0.12 0.27 0.10 0.11 0.39 0.39 0.39 0.39 0.39 0.20 0.39 0.20 0.39 melancholy dark 0.3 0.38 0.95 0.95 0.95 0.4 0.95 0.95 0.38 0.950.32 0.95 sad melancholy 0.8 0.2 0.574 sad 0.3 0.1 0.6 0 0.2 0 0.77 0.24 2.7 0.62 0.92 0.32 0.24 9 0.62 0.31 0.32 0.24 19 0.62 0.92 0.32 0.15 12 0.62 0.92 1.03 0.52 0.15 cool 0.62 0.31 0.31 0.20 0.32 0.15 angry 0.62 0.31 0.31 0.31 0.31 0.12 0.34 0.15 1.03 0.52 0.15 0.15 0.62 0.10 0.10 0.10 0.10 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.31 0.31 0.31 happy 0.24 0.14 0.24 0.23 0.24 0.23 0.23 0.23 0.23 0.15 0.13 0.63 0.16 0.14 0.14 0.23 0.23 0.23 0.240.23 0.23 0.43 0.32 0.47 0.47 0.47 0.47 0.47 0.47 0.65 0.65 soft 0.65 0.65 0.89 0.89 0.89 0.7 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 sad 0.89 0.89 0.89 melancholy 0.15 0.89 0.89 0.89 0.11 0.89 0.11 happy cool sexy soft mellow 0.6 mellow 0.00 0.00 0.25 0.25 0.25 0.25 0.25 0.25 mellow 0.25 0.25 0.25 2.05 2.05 1.2 2.05 2.05 2.05 0.00 2.050.28 2.05 0.00 2.050.12 2.05 0.00 2.05 0.14 2.05 0.14 2.05 0.14 2.05 0.14 2.05 0.25 2.05 0.16 2.05 0.16 2.05 2.05 0.16 funny 0.16 angry 1.722 angry 0.16 cool cool romantic 0.6 0.00 0.00 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 0.16 cool 0.16 0.16 0.41 0.5 0.41 0.41 0.41 0.41 0.00 0.41 0.410.09 0.41 0.16 0.410.17 0.410.09 0.41dark 0.41 aggressive 0.17 0.41 0.41 0.41 0.22 0.41 0.22 0.41 0.16 0.41 0.09 0.10 0.17 0.22 0.22 0.32 sexy aggressive angry soft melancholy sad 0.00 0.00 0.17 0.27 0.27 0.27 0.46 0.46 0.46 0.46 0.46 0.46 0.46 0.72 0.95 0.95 0.95 angry 1.18 1.18 1.18 1.18 1.18 1.18 1.18 1.18 1.18 1.180.141.18 1.18 1.18 0.14 1.18 1.18 1.18 0.12 1.18 0.12 1.18 1.18 0.12 0.121.060.161.24 romantic 0.41.0dark aggressive mellow 0.5 0.38 0.18 0.50 0.20 1.70 1.58 0.9 0.00 0.25 0.46 0.73 0.730.9 0.73 0.73 0.00 0.73 0.73 0.00 0.73 0.25 0.73 0.25 0.73 0.25 0.73AVERAGE 0.73 0.25 0.73 0.25 0.73 0.46 0.73 0.46 0.73 0.73 0.64 0.73 0.64 0.17 sexy romantic 0.24 0.13 0.13 romantic sexysoft softaggressive mellow mellow dark 0.10 0.34 1.07 1.07 1.07 1.07 0.00 1.07 0.00 1.07 0.00 1.07 0.10 1.07 0.10 1.07 0.10 1.07 0.10 1.07 0.10 1.07MAX 1.07 0.34 1.07 0.34 1.07 1.07 0.57 1.07 0.69 0.8 0.42 0.26 cool 0.19 angry melancholy angry sad romantic 1.4soft cool 0.8 0.29 0.46 0.15 0.56 0.41 0.00 0.15 0.11 0.13 0.11 SUM happy sexy happy sexy happy soft sad funny sexy cool 1.70 0.00 0.00 0.12 1.0 1.0funny melancholy happy 0.34 0.23 0.15 0.33 0.33 0.78 0.78 0.78 0.78 0.78 0.78 0.78 0.78 0.78 0.78 1.24 1.24 1.24 1.24 1.24 1.24 1.24 1.24 1.24 1.24 1.24 1.24 1.24 1.53 1.53 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 1.81 0.49 0.49 0.49 0.49 0.49 0.49 0.49 0.75 1.01 1.27 1.52 1.52 1.52 1.52 1.52 1.523.445 1.52 0.00 1.52 0.33 1.52 1.52 1.52 1.52 1.520.00 1.520.00 1.520.00 1.520.00 1.52 0.27 1.52 0.90 0.00 1 1.52 0.002 1.52 0.003 1.52 0.00 0.00 0.00 0.00 0.43 0.43 0.43 23 0.43 24 0.43 25 0.4326 0.43270.43280.43 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 0.00 36 37 38 39 40 41 happy 0 4 42 5 43 6 44 7 45 8 46 9 47 10 48 11 49 12 50 130.27140.2715 0.43 16 0.43 17 0.43 18 0.43 19 20 21 22 290.54 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 0.1 dark 0.70 0.13 1.06 SUM 100 0.15 0 18 0.13 0.15 00.61 00.61 00.61 0 0.61 0 0.610 0.610 0.610 0.610 0.62 00.10 17 17 80 0.15 37.04 0 -0 1.29 0 NaN1.29 0 NaN -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 sexy 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 0.5 14.81 romantic 0 0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 NaN0 NaN0 NaN 0.62 0.62 16 16 0.15 NaN 1.29 1.29 29.63 0.40 -0 0 NaN0 NaNsoft 0 0 0 0 0 NaN0 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.61 mellow 55.56 0 NaN -0 NaN 0 0 0 0 0 NaN0 0.09 0.09 0.09 0.09 cool 0.09 0.09 0.09 0.09 0.3 0.09 0.09 33.33 0 NaN -0 0.280 NaN -0angry -0 0 0 0 0 0 NaN 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 1.03 0.2 14.81 0 NaN -0aggressive -0 NaN -0 NaN -0 0 0 0 0 0 15 15 60 0.15 cool angry happy 22.22 M 0 NaN -0 -0 -0 -0 0 0.15 0 0.150 0.150 0.150 0.150dark 0.23romantic 0 0.7 0.15 0.150.22 0.15NaN 0.15NaN 0.15 0 0.15 0 0.15 0 0.15 0 0.15 00.15 00.15 00.15 00.15 aggressive happy funny 18.52 NaN 0 NaN -0 0 NaN0.72 0 funny -0 0 0.72 0 0.720 0.720 0.720 0.720sad 0.21 0 soft melancholy 0.72 0.72 0.72 0.72 0 0.72 0 0.72 0 0.72 00.72 00.72 00.72 00.72 00.72 0.6 14 14 0.15 25.93 0 0.58 00.58 00.580.5 1.0 0happy 0.58NaN 0.58 -0 0.58NaN0.58 0.58 0 0.58 0 0.58 0 0.580 -0 -0 0 NaN0 00.58 00.58 00.58happy 0 0.58 0 0.580 0.580 0.5801.5 funny 0.9 59.26 % 0 NaN0.46 0 0.46 0 NaN -0 00.46 00.46sexy 0 0.46 0 0.460 0.46 0 0.46 0 0.460romantic > 0.25 0funny 0.46 0.46NaN0 0.46 0 0.46 0 0.46 0 0.46 00.46 00.46 00.46AVERAGE PRESENCE % 0.17 18.52 0.8 soft 0 NaN0.19 0 0.180.19 0 NaN -0 -0 0 0.19 0 0.190 0.19 0 0.190 0.190mellow 0.25 0 sexy 0.19 0.19NaN 0.19 0 0.19 0 0.19 0 0.19 00.19 00.19 00.19 00.19 00.19MAX 0.43 0.29 13 13 40 0.15 18 NaN 19 NaN 20 NaN 21 0.88 22 0.88 23 0.88 24 NaN 25 NaN 26 0.26 27 0.26 28 0.26 29 0.26 30 0.88 31 0.88 32 0.88 33 0.88 34 0.88 35 0.88 36 0.88 37 0.88 38 0.88 39 0.88 40 0.88 41 0.88 42 0.88 43 0.88 44 0.88 45 0.88 46 0.88 47 0.88 48 0.88 49 0.88 50 0.88 0.88 0.88 0.88 0.88 0.88 0.88 0.88 0.88 0.88 0.33 0.00 0.45 NaN 0.25 3 0.25 40.58 0.25 50.75 0.25 60.75 0.2571.05 0.258NaN 0.25 0.25 0.25 0.25 0.251.35 0.251.35 0.251.35 0.25 0.82 0.82 0.82 0.82 0.82 0.12 0.00 0.31 0.31 0.44 0.58 1.05 1.05 1.050.25 1.23 1.35 1.35 1.35 1.35 1.35 1.35 1.35NaN 1.35 0.82 1.35 0.30 1.35 29 1.350.27 1.35 31 1.35 32 1.35NaN 1.35 34 1.35NaN 1.35NaN 1.3537 1.3538 1.35391.35401.35 1 2 91.05 101.05 11NaN 12 1.050.25 130.12 140.33 15 16 17 18 190.25 200.25 21 0.44 220.63 23NaN 24 0.82 25 26 27 28 30 33 35 36 41 1.35 421.35 431.35 44 1.35 45 1.35 46 1.35 47 1.35 48 1.35 49 1.35 50 1.0 0 0.00 -0 0.10 -0 NaN 0.180 NaN 0.18 0.180 NaN 0.180 0.00 sad sad 0 10 20 30 40 50 60 70 80 90 100 0 % 0 10 20 30 40 50 60 70 80 90 100 % 12 M.K. Petersen, L.K. Hansen, and A. Butkus segments of emotions framed by the dimensions of valence and arousal: active positive - happy, funny, sexy, romantic passive positive - soft, mellow, cool active negative - angry, aggressive passive negative - dark, melancholy, sad Within the tag-clouds a number of more idiosyncratic expressions like “kickass” or “makes-me-laugh” will similarly have to be mapped onto one of the above four affective groups, in this case defined as active positive. Terms referring to complex emotions like “love” has similarly been assigned to this segment based on user-rated valence and arousal values [32] . To simplify the comparison against the tags, the emotional segment with the highest accumulated LSA values has been highlighted for each of the songs below: “21 Things i want in a lover” (Alanis Morissette) last.fm tags include: “attitude, in-your-face, kickass, makes-me-laugh” (Fig.1) LSA values summed in groups: active positive: 8,4 passive positive: 4,2 active negative: 1,5 passive negative: 4,4 “Bleeding love” (Leona Lewis) last.fm tags include: “ love, romantic, sweet, sexy, melancholy, sad” (Fig.1) LSA values summed in groups: active positive: 25,3 passive positive: 15,2 active negative: 2,6 passive negative: 18,2 “The Scientist” (Coldplay) last.fm tags include: “mellow, sad, love, chill, melancholy” (Fig.1) LSA: active positive: 7,2 passive positive: 4,5 active negative: 2,2 passive negative: 4,9 “Mad world” (Gary Jules) last.fm tags include: “sad, melancholy, mellow” (Fig.1) LSA values summed in groups: active positive: 5.6 passive positive: 4,6 active negative: 1,8 passive negative: 6,5 “Nothing else matters” (Metallica) last.fm tags include: “melancholic, love, chillout, sad” (Fig.1) LSA values summed in groups: active positive: 5,2 passive positive 2,7: active negative: 2,7 passive negative: 5,9 “Starlight” (Muse) last.fm tags include: “love, cool, chill, happy, melancholic, sexy” (Fig.1) LSA values summed in groups: active positive: 7,4 passive positive: 5,6 active negative: 1,2 passive negative: 10,0 Semantic contours in tracks based on emotional tags 13 “Come away with me” (Norah Jones) last.fm tags include: “mellow, love, chillout, sleepy” (Fig.1) LSA values summed in groups: active positive: 3,4 passive positive: 3,8 active negative: 0,5 passive negative: 5,1 “Everybody hurts” (R.E.M) last.fm tags include: “sad, melancholy, mellow, chillout” (Fig.2) LSA values summed in groups: active positive: 8,1 passive positive: 2,5 active negative: 5,4 passive negative: 4,9) “Iris” (Goo Goo Dolls) last.fm tags include: “love, sad, mellow, romantic, melancholy” (Fig.2) LSA values summed in groups: active positive: 6,5 passive positive: 1,9 active negative: 4,6 passive negative: 4,9 “Wonderwall” (Oasis) last.fm tags include: “love, chill, mellow, sad” (Fig.2) LSA values summed in groups: active positive: 4,1 passive positive: 1,9 active negative: 2,7 passive negative: 3,9) “Time to pretend” (MGMT) last.fm tags include: “drugs, happy, energetic, nostalgic” (Fig.2) LSA values summed in groups: active positive: 5,4 passive positive: 2,4 active negative: 2,6 passive negative: 2,3 “Rehab” (Amy Winehouse) last.fm tags include: “sexy, cool, chillout, fun, happy, party, smooth” (Fig.2) LSA values summed in groups: active positive: 9,6 passive positive: 4,8 active negative: 5,9 passive negative: 4,2 “Now at last” (Feist) last.fm tags include: “sad, mellow, chill” (Fig.3) LSA values summed in groups: active positive: 5,2 passive positive: 7,7 active negative: 0,7 passive negative: 8,2 “My immortal” (Evanescence) last.fm tags include: “sad, love, melancholy” (Fig.3) LSA values summed in groups: active positive: 8,0 passive positive: 7,1 active negative: 2,4 passive negative: 11,6 “Creep” (Radiohead) last.fm tags include: “melancholic, sad, love, mellow” (Fig.3) LSA values summed in groups: active positive: 7,0 passive positive: 6,7 active negative: 1,9 passive negative: 6,3 14 M.K. Petersen, L.K. Hansen, and A. Butkus “Colorblind” (Counting Crows) last.fm tags include: “sad, chill, melancholic, love” (Fig.3) LSA values summed in groups: active positive: 3,5 passive positive: 4,2 active negative: 1,6 passive negative: 2,1 “Always where i need to be” (The Kooks) last.fm tags include: “makes-me-happy, sounds-like-summer, party, cool” (Fig.4) LSA values summed in groups: active positive: 2,6 passive positive: 1,6 active negative: 1,3 passive negative: 2,9 “San Quentin” (Johnny Cash) last.fm tags include: “prison, angry, black, cynical” (Fig.4) LSA values summed in groups: active positive: 3,6 passive positive: 1,1 active negative: 1,9 passive negative: 1,7 “Clocks” (Coldplay) last.fm tags include: “chill, mellow, cool” (Fig.4) LSA values summed in groups: active positive: 5,5 passive positive: 3,1 active negative: 2,5 passive negative: 2,6 “What I’ve done” (Linkin Park) last.fm tags include: “love, energetic, intense, memories” (Fig.4) LSA values summed in groups: active positive: 4,4 passive positive: 3,4 active negative: 1,1 passive negative: 5,8 “Falling slowly” (Glenn Hansard) last.fm tags include: “mellow, love, feel-good, sad” (Fig.4) LSA values summed in groups: active positive: 6,6 passive positive: 4,3 active negative: 3,5 passive negative: 3,3 “Stairway to heaven” (Led Zeppelin) last.fm tags include: “melancholic, cool, mellow, sad” (Fig.4) LSA values summed in groups: active positive: 7,3 passive positive: 6,5 active negative: 4,7 passive negative: 7,7 “Smells like teen spirit” (Nirvana) last.fm tags include: “love, cool, energetic, kick-ass, melancholic” (Fig.4) LSA values summed in groups: active positive: 8,4 passive positive: 4,6 active negative: 2,5 passive negative: 7,7 “Such great heights” (The Postal Service) last.fm tags include: “love, chill, mellow, happy” (Fig.4) LSA values summed in groups: active positive: 8,2 passive positive: 7,6 active negative: 3,5 passive negative: 5,7 Semantic contours in tracks based on emotional tags 15 To summarize, in order to assess to what degree the retrieved LSA correlation values of lyrics and affective terms approximate the user-defined last.fm tags describing the songs, we compared the maximum accumulated LSA values against the twenty-four tag clouds. Mapping the highest accumulated LSA values onto one of the four generalized groups of emotions we retrieved the following results: Thirteen lyrics were correctly identified to represent emotions related to active positive aspects of valence: “21 Things i want in a lover” (Alanis Morissette), “Bleeding love” (Leona Lewis), “Iris” (Goo Goo Dolls), “Wonderwall” (Oasis), “Time to pretend” (MGMT), “Rehab” (Amy Winehouse), “Smells like teen spirit” (Nirvana), “Such great heights” (The Postal Service), - or passive negative aspects of valence as in the songs: “Mad world” (Gary Jules), “Nothing else matters” (Metallica), “Now at last” (Feist), “My immortal” (Evanescence), “Stairway to heaven” (Led Zeppelin). Five songs were wrongly identified to represent active positive aspects of valence instead of passive positive: “The Scientist” (Coldplay), “Clocks” (Coldplay), “Falling slowly” (Glenn Hansard) - or passive negative: “Everybody hurts” (R.E.M), “Creep” (Radiohead). Three songs were wrongly identified to represent passive negative aspects of valence instead of active positive: “Starlight” (Muse), “Always where i need to be” (The Kooks), “What I’ve done” (Linkin Park) One song was wrongly identified as active positive aspects of valence instead of active negative: “San Quentin” (Johnny Cash). One song was wrongly identified as representing passive positive aspects of valence instead of passive negative: “Colorblind” (Counting Crows). One song was wrongly identified as passive negative instead of passive positive: “Come away with me” (Norah Jones) 16 M.K. Petersen, L.K. Hansen, and A. Butkus 4.3 LSA emotions mapped over time While the accumulated LSA values facilitate characterizing the patterns in terms of their distribution of emotional components, and simplify a comparison against the corresponding last.fm tag clouds, mapping eight examples of the retrieved LSA matrices over time, allows us to explore to what extent the triggered emotions reflect the underlying musical structure of the songs. The grayscale plots define the range of emotions that are triggered by each line in the lyrics over time. A third dimension is indicated by the amount of saturation, where black signifies higher cosine correlation between the affective terms and the lyrics. Separating the grayscale plots into sections corresponding to the structure of the song, makes it possible to compare the patterns of emotions against the formal divisions of the song. Adding up the LSA values for each line in the lyrics, provides an alternative view of the accumulated emotional peaks and valleys, plotted over time in colors based on the values from the greyscale matrices. Taking as an example the Metallica song “Nothing else matters”, LSA peak values of happy and sad are triggered simultaneously by the lyrics “Couldn’t be much more from the heart” in line 2, 17 and 37 marking the beginning of -0 0 0 -0 -0 0 -0 -0 0 -0 0 -0 0 0 -0 -0 0 0 -0 0 0 -0 -0 0 -0 -0 0 -0 0 -0 0 0 0 0 -0 -0 0.43 0.16 -0.26 0 -0 -0 0 -0 0section, 0 0 -0 0 -0as 0 0 well 0 -0 0as -0 -0 0 0 final 0 -0 -0 lines 0 0 0 -0of 0 -0 0 0 coda. 0 0 0 -0The 0 -0.14 -0.13 0.19 the 1’st and 2’nd the the persistent -0 -0 -0 0 -0 -0 0 0 -0 -0 -0 0 0 0 -0 -0 -0 -0 0 0 0 -0 -0 -0 0 0 -0 -0 -0 0 0 0 0 0 -0 -0 -0.04 -0.07 0.01 pattern of-0 juxtaposed angry, caused by lines of 0 -0 -0 -0 -0 -0 -0 -0 0 0 -0 -0cool -0 -0 -0 and 0 -0 -0funny -0 -0 -0 -0components -0 -0 -0 -0 0 0 -0 -0is -0 -0 -0 -0 -0 0.13 -0.12 -0.19 0 0 -0 -0 -0 -0 -0 -0 -0 -0 -0 0 0 0 0 0 0 -0 0 0 0 -0 -0 -0 -0 -0 -0 -0 -0 0 0 0 0 0 0 0.21 0.01 -0.01 “Nothing 0-0else matters”, interspersed between clusters of dark, melancholy and 0 -0 -0 -0 -0 -0 -0 0 0 -0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 -0 -0 -0 -0 0 0 -0 -0 -0 0 -0 -0 -0 -0 0.09 -0.10 -0.10 0 0 -0resulting 0 -0 -0 -0 0 -0from 0 -0 0 the -0 -0 0“Never 0 0 -0 0 -0 -0 0 -0 for -0 -0 0..” -0 0sections -0 0 -0 0 -0in -0 0the 0 0.07 -0.10 0.18 sad elements cared lyrics. The -0 -0 -0 0 -0 0 0 0 -0 0 0 0 0 0 0 -0 -0 -0 0 0 0 0 -0 0 0 0 -0 0 0 0 0 0 0 0 0 -0 -0.27 -0.07 0.22 three happy-sad the In between -0 0 -0 -0 0 peaks -0 0 -0 -0 partition -0 -0 -0 -0 -0 -0 the -0 0 -0overall -0 -0 -0 -0 0structure -0 0 -0 -0 -0 -0of -0 -0 0 -0 song. -0 -0 -0 0.01 -0.04 -0.09 0 -0 -0 0 0 -0 -0 0 -0 -0 -0 0 -0 -0 0 0 -0 -0 0 -0 -0 0 0 -0 -0 0 -0 -0 -0 0 -0 -0 -0 0 0 -0.16 -0.07 0.03 these peaks, the texture consists of the pointed angry-cool-funny structures, -0 0 -0 -0 -0 -0 -0 -0 0 0 -0 0 0 0 -0 0 -0 -0 0 0 0 -0 -0 -0 -0 0 0 -0 0 0 0 0 0 -0 0.18 -0.22 -0.29 0 0 -0 -0 0 -0 -0 0 0 0 -0 0 0 -0 -0 0 0 -0 0 0 -0 -0 0 -0 -0 0 0 0 -0 0 0 0 0 -0 -0 0.44 0.17 -0.27 connected-0to the declining slopes made out of the contrasting clusters. (Fig.5) happy NaN 0 funny NaN -0 sexy NaN -0 romantic NaN -0 soft NaN -0 mellow NaN -0 cool NaN -0 angry NaN -0 aggressive NaN -0 dark NaN -0 melancholy NaN 0 sad NaN -0 1 happy -0 2 0 3 4 5 0 -0 -0 6 7 8 0 -0 -0 9 10 0 -0 11 12 0 -0 13 0 14 15 16 0 -0 -0 17 0 18 0 0 -0 -0 0 -0 -0 0 -0 0 -0 0 0 0 0 -0 -0 0 0 0 0 -0 -0 -0 -0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 -0 0 -0 cool angry -0 -0 -0 aggressive -0 dark 0 0 0 0 0 -0 0 0 0 -0 -0 -0 -0 -0 -0 -0 -0 0 -0 0.21 0 soft 10 1.4 0.14 0.19 0 mellow 0 0.0 0.00 0 0.17 0 cool 7 1.3 0.18 0 0 -0 0 -0 0 0 0 0 -0 -0 -0 0 0.15 0 angry 11 2.1 0.19 0 0 -0 0 -0 -0 -0 -0 -0 -0 -0 -0 -0 0 -0 -0 0 -0 -0 -0 0 -0 -0 0 0 -0 -0 -0 0 0 -0 0 0 0 0 -0 -0 0 0 -0 0 0 -0 -0 0 -0 -0 0 0 -0 0 -0 -0 4 0 0 -0 -0 -0 -0 -0 0 -0 -0 0 -0 -0 -0 0 0 -0 -0 0 0 -0 0 0 0 0 -0 0 0 0 -0 -0 0 0 0 -0 -0 -0 -0 -0 -0 0 -0 -0 0 -0 -0 0 -0 0 0 -0 -0 -0 0 0 -0 -0 -0 -0 0 -0 -0 0 0 -0 -0 -0 0 0 -0 0 0 0 0 0 -0 0 -0 -0 0 0 -0 0 0 0 0 -0 -0 0 0 -0 0 0 0 0.13 0 -0 0 -0 -0 -0 0 0 0.00 0.7 0 -0 -0 0 0 0.0 5 0 0 0 0.17 0 romantic 0 -0 -0 0 -0 0 1.7 sexy 0 0 -0 -0 -0 -0 0 -0 0 10 0 0.23 0 -0 0 0 0 0.25 0 -0 0 -0 0 0.13 0 aggressive 0 0.11 0 dark 0 -0 -0 0.09 0 melancholy < 0.09 0 sad 0 -0 -0 0 0 -0 AVERAGE 1.4 1.2 1 1.0 happy 2 3 0.43 0.16 4 0.19 funny 0.8 happy sexy 5soft 6 7 8 cool 0.14 aggressive 0.12 0.19 melancholy 9 funny romantic 10mellow 11 12 13 angry 0.10 dark 0.19 sad 14 15 16 0.11 17 18 0.43 0.16 0.10 0.11 0.14 0.19 0.12 0.12 0.19 0.19 0.10 0.11 0.43 0.13 soft 0.21 0.6 0.6 0.15 1.2 0.15 10% 10.26 21% 21.05 1.5 3.2 0.15 0.21 27% 27.03 38% 38.46 8 1.4 0.14 20% SUM 0.19 0.13 0.09 0.14 0.21 0.14 funny 0.13 0.09 0.09 0.14 0.09 sexy 0.21 romantic mellow 0.4 cool 0.18 0.2 angry 0.22 0.18 0.18 0.18 aggressive 0 0 0% 18% 17.95 28% 28.21 happy 0.14 0.14 0 0% 13% 12.82 26% 25.64 8 0.16 0.12 % 38% 38.46 26% 25.64 10 15 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 sexy romantic dark funny > 0.25 0 -0 -0 -0 0 0 avg 0.19 0 -0 0 -0 -0 0 sum 2.8 0 -0 -0 -0 0 -0 0 n 15 0 -0 -0 0 -0 -0 -0 -0 -0 -0 -0 -0 -0 0 -0 0 -0 -0 0 -0 -0 melancholy -0 sad -0 0 0 -0 -0 -0 -0 -0 -0 0 -0 -0 -0 0 0 0 0 -0 funny 0 -0 -0 0 -0 0 0 0 -0 0 -0 0 0 0 -0 0 -0 -0 0 0 0 -0 -0 0 0 0 -0 0 -0 0 0 0 0 0 -0 0 -0 -0 0 sexy -0 -0 -0 0 -0 -0 0 0 -0 -0 -0 0 0 0 -0 -0 -0 -0 0 0 0 -0 -0 -0 0 0 -0 -0 -0 0 0 0 0 0 -0 -0 -0 -0 0 romantic -0 0 -0 -0 -0 -0 -0 -0 -0 0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 -0 -0 -0 -0 -0 0 0 -0 -0 -0 -0 -0 -0 -0 0 -0 -0 soft 0 mellow -0 happy 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 0 -0 0.17 0.22 0.12 0.18 0.18 0.22 0.22 0.12 0.18 0.16 melancholy 0.18 sad 0.44 0.17 0.18 0.18 0.11 0.13 0.17 0.11 0.18 0.12 0.18 0.15 0.16 0.44 0.17 0.18 0.12 0.15 0.16 0.22 0.12 0.18 0.18 0.22 0.22 0.12 0.16 0.11 0.13 soft mellow cool angry 0.17 0.12 0.18 0.12 0.18 0.17 0.15 0.16 0.44 aggressive dark 0.17 Fig. 5. Nothing else matters (Metallica): LSA patterns of emotions triggered by the lyrics, separated into sections corresponding to the musical structure of the song (top).happy Accumulated LSA values for each line of the lyrics (bottom). 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 0.00 0.43 0.58 0.58 0.58 0.72 0.72 0.72 0.72 0.72 0.72 0.72 0.82 0.94 0.94 0.94 1.36 1.52 1.52 1.62 1.73 1.73 1.73 1.87 1.87 1.87 1.87 1.87 1.87 1.87 1.99 1.99 2.08 2.20 2.20 2.20 2.63 2.78 2.78 funny 0.00 0.00 0.00 0.19 0.19 0.30 0.30 0.49 0.49 0.49 0.49 0.68 0.68 0.68 0.68 0.68 0.68 0.68 0.87 0.87 0.87 0.87 0.87 0.99 0.99 1.17 1.17 1.17 1.17 1.36 1.36 1.48 1.48 1.48 1.48 1.48 1.48 1.48 1.67 sexy 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 romantic 0.00 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.27 0.27 0.27 0.27 0.27 0.27 0.39 0.39 0.39 0.39 0.39 0.39 0.39 0.39 0.39 0.39 0.39 0.39 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.66 0.66 0.66 soft 0.00 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.35 0.45 0.45 0.45 0.65 0.65 0.65 0.80 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.98 0.98 1.13 1.22 1.22 1.22 1.43 1.43 1.43 mellow 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 cool 0.00 0.00 0.00 0.18 0.18 0.18 0.18 0.36 0.36 0.36 0.36 0.54 0.54 0.54 0.54 0.54 0.54 0.54 0.72 0.72 0.72 0.72 0.72 0.72 0.72 0.90 0.90 0.90 0.90 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.08 1.26 angry 0.00 0.00 0.00 0.22 0.22 0.22 0.40 0.62 0.62 0.62 0.74 0.96 0.96 0.96 0.96 0.96 0.96 0.96 1.18 1.18 1.18 1.18 1.18 1.18 1.36 1.58 1.58 1.58 1.70 1.92 1.92 1.92 1.92 1.92 1.92 1.92 1.92 1.92 2.14 aggressive 0.00 0.00 0.00 0.00 0.18 0.18 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.47 0.47 0.59 0.59 0.59 0.59 0.59 0.59 0.59 0.59 0.59 0.59 0.59 0.59 0.59 0.59 0.59 dark 0.17 0.17 0.17 0.17 0.33 0.33 0.33 0.33 0.33 0.33 0.33 0.33 0.33 0.33 0.45 0.62 0.62 0.62 0.62 0.62 0.62 0.73 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 0.89 1.00 1.18 1.18 1.18 1.18 melancholy 0.00 0.18 0.18 0.18 0.18 0.18 0.18 0.18 0.18 0.18 0.18 0.18 0.36 0.47 0.47 0.47 0.65 0.65 0.65 0.83 0.95 0.95 0.95 0.95 0.95 0.95 0.95 0.95 0.95 0.95 1.07 1.07 1.24 1.36 1.36 1.36 1.54 1.54 1.54 sad 0.00 0.44 0.61 0.61 0.61 0.74 0.74 0.74 0.74 0.74 0.74 0.74 0.89 1.05 1.05 1.05 1.49 1.66 1.66 1.80 1.97 1.97 1.97 2.10 2.10 2.10 2.10 2.10 2.10 2.10 2.27 2.27 2.41 2.58 2.58 2.58 3.02 3.18 3.18 melancholy sad 0 1.0612 2.1225 3.1837 Semantic contours in tracks based on emotional tags 17 The ABAB musical structure of the Coldplay song “The scientist” is marked by the vertical LSA columns triggering almost every emotion at line 3 and 24 followed by scattered activation of mellow and soft emotions., reflecting the lines “You don’t know how lovely you are” and “Tell me you love me”, in the beginning and middle of the two A sections respectively. In contrast the subsequent 0 1 -0 0 0 0 -0 0 -0 -0 -0 0 0 0 0 0 -0 -0 -0 -0 0 0 1 0 -0 -0 -0 0 0 0 0 0 0 0 0 -0 -0 -0 -0 0 0 0 at 0 -0line 0 -0 013 0 and 0 0 0 30, -0 0 -0 -0 0characterized 0 0 0 0 0 0 -0 0 0by 0 a sustained two B sections, commencing are 0 0 -0 -0 -0 -0 -0 -0 0 0 -0 -0 0 -0 0 -0 -0 0 -0 -0 0 -0 0 -0 -0 0 0 -0 -0 0 -0 0 -0 juxtaposition 0of 0happy central soft and -0 0 -0 0and -0 -0 0sad 0 -0 aspects -0 0 -0 0 -0 largely -0 0 -0 0 0devoid 0 0 0 -0 of 0 -0more 0 -0 0 -0 0 0 -0 0 -0 -0 -0 0 0 -0 0 0 -0 0 -0 0 0 -0 -0 0 -0 0 -0 0 0 -0 -0 0 -0 -0 0 -0 0 0 -0 romantic components. Two affective peaks dominate the beginning of the first 0 0 -0 0 0 -0 -0 0 0 -0 -0 0 -0 0 0 0 -0 -0 -0 -0 0 0 0 0 0 0 -0 0 0 -0 0 0 0 0 0middle -0 0 0 0 -0 0 the 0 -0 0second -0 0 0 -0 A -0 -0section. 0 -0 -0 -0 0 Following -0 -0 0 0 -0 0 the -0 0 0 peaks, -0 A section and-00 the of the re-0 -0 -0 -0 -0 0 0 -0 0 -0 0 -0 0 0 0 0 -0 -0 -0 -0 -0 -0 0 0 -0 0 0 0 -0 0 0 0 -0 0 0 0 0 -0 -0 -0 are 0 -0 0characterized 0 0 -0 0 -0 0 -0 0 0by 0 -0 -0 0 0 0 -0 0aspects 0 0 maining parts-0 of0 the A-0sections scattered of more -0 -0 0 -0 0 -0 0 -0 0 -0 0 -0 -0 -0 -0 -0 -0 -0 0 0 0 -0 -0 -0 0 0 -0 -0 -0 -0 -0 -0 -0 central emotions, the simultaneous bal0 0 that -0 -0 -0 0lead -0 -0 0into 0 0 -0 0 -0 shorter -0 -0 -0 0 0 B -0 -0sections 0 0 -0 -0 0 with -0 -0 -0 0 -0 -0 -0 0 -0 0 -0 -0 -0 -0 -0 0 0 0 0 -0 -0 0 -0 -0 -0 0 1 0 -0 -0 -0 -0 0 0 0 0 -0 anced activation 1of0 happy and sad components (Fig.6) happy NaN 0 0 funny NaN -0 0 sexy NaN -0 0 romantic NaN -0 0 soft NaN -0 0 mellow NaN -0 0 cool NaN -0 0 angry NaN -0 aggressive NaN -0 0 dark NaN -0 -0 melancholy NaN 0 0 sad NaN -0 -0 1 2 3 4 5 0 6 0 7 happy 0 0 1 -0 funny 0 0 0 -0 -0 -0 -0 sexy 0 romantic 8 0 -0 0 9 10 11 12 13 14 17 18 0 1 0 -0 -0 -0 0 0 0 0 0 0 0 happy n 12 sum 3.6 avg 0.30 0 -0 -0 0 0 0 0 -0 0 0 0 > 0.25 0 funny 10 1.5 0.15 0 -0 0 -0 0 -0 0 15 16 0 -0 -0 -0 0 0 0 0 0 -0 -0 -0 -0 0 0 0 -0 0 -0 0 0 0 0 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 0 -0 0 0 0 0 0 -0 -0 0 0 -0 -0 -0 -0 -0 -0 0 0 -0 -0 0 -0 0 -0 -0 0 -0 -0 0 -0 0 -0 -0 0 0.25 0 sexy 4 0.6 0.15 0 0 0 -0 0 -0 -0 0 0 -0 -0 0 -0 0 -0 -0 0 -0 0 0 0 0 0 -0 0 0.23 0 romantic 8 1.5 0.19 soft -0 mellow 0 0 0 -0 -0 -0 0 0 0 -0 0 -0 0 0 -0 -0 0 -0 0 -0 0 0 -0 -0 0 -0 -0 0 -0 0 0 -0 0.21 0 soft 6 1.6 0.26 0 0 -0 0 -0 -0 0 -0 0 0 0 0 0 -0 0 0 -0 0 0 0 0.19 0 mellow 10 1.7 0.17 cool -0 0 0 0 0 -0 0 -0 0 -0 -0 0 0 0 0 -0 0 0 -0 0 -0 0 0 -0 -0 -0 0 0 -0 0 -0 0 -0 0 0 0 0 -0 0 0 -0 -0 -0 0 -0 0 0 0 -0 0 -0 0 -0 0 -0 0 melancholy 0 0 0 -0 -0 -0 0 -0 -0 sad 0 0 1 0 -0 -0 -0 -0 -0 0 -0 0 -0 0 -0 -0 -0 -0 0 0 -0 -0 -0 -0 -0 aggressive -0 dark -0 angry 0 0 -0 0 0 -0 0 -0 -0 -0 0 -0 0 -0 -0 -0 -0 -0 -0 -0 0 0 0 -0 0 0 -0 0 0 0 0 0 -0 -0 0 -0 -0 -0 -0 -0 -0 0 -0 0 0 0 -0 0 0 -0 0 0 -0 0.17 0 cool 8 1.2 0.16 0 0 0 -0 0 0 0 0.15 0 angry 9 1.8 0.20 0 0 0 -0 0 0 0 0.13 0 aggressive 4 0.4 0.11 0 -0 -0 -0 -0 -0 -0 -0 0.11 0 dark 3 0.5 0.18 12% 12.12 9% 9.091 0.09 0 melancholy < 0.09 0 18% 18.18 37.5 38% 0 -0 -0 -0 0 0 0 -0 -0 0 0 -0 -0 0 -0 -0 -0 0 1 0 -0 -0 -0 0 -0 -0 -0 -0 0 0 -0 -0 -0 0 0 0 -0 sad AVERAGE 3.2 2.8 1 2 2.4 3 4 5 6 7 8 9 10 happy 0.77 2.0 funny 0.13 sexy 0.19 romantic 0.38 0.12 0.15 1.2 soft 0.39 0.13 0.24 mellow 0.20 cool 0.19 1.6 0.8 11 12 0.22 0.14 13 14 15 16 0.26 0.13 0.26 0.17 0.17 17 18 0.26 0.12 0.21 angry 0.4 0.10 0.13 0.13 0.20 0.22 0.38 0.15 0.39 0.24 0.32 0.20 0.15 0.21 0.12 0.19 0.14 0.21 0.19 0.13 0.19 0.19 0.17 0.17 0.12 0 0.12 dark melancholy 0.28 0.21 sad 0.61 0.24 0.16 0.10 0.09 0.19 0.11 aggressive 0.26 0.09 0.20 0.13 0.09 0.77 0.13 0.13 0.17 sad melancholy dark aggressive 0.13 0.26 0.17 angry cool 0.10 mellow soft romantic sexy funny 0.13 0.20 happy 0.15 0.24 0.25 1.6 0.20 23% SUM funny sexy romantic soft mellow 0.22 0.22 0.10 0.10 cool angry aggressive 0.22 0.19 1.4 3.0 8 happy 0.15 0.25 0.23 0.15 6 12 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 0.20 0.16 24% 24.24 27% 27.27 0 -0 0 0 -0 -0 18% 18.18 30.3 30% 0 -0 0 -0 -0 -0 -0 0 12% 12.12 24% 24.24 0 -0 -0 0 0 0 -0 % 36% 36.36 30.3 30% 0.28 0.11 0.30 dark 0.23 0.61 0.15 0.19 0.15 melancholy 0.11 Fig. 6. The Scientist (Coldplay): LSA patterns of emotions triggered by the lyrics, separated into sections corresponding to the musical structure of the song (top). Accumulatedhappy LSA values for each line of the lyrics (bottom). 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 0.00 0.00 0.77 0.77 0.77 0.77 0.99 0.99 0.99 0.99 0.99 0.99 1.26 1.38 1.65 1.82 1.82 1.82 1.82 1.82 1.82 1.82 2.02 2.79 2.79 2.79 2.79 2.79 2.79 3.06 3.18 3.45 3.62 3.62 funny 0.00 0.00 0.13 0.13 0.13 0.13 0.13 0.27 0.44 0.44 0.44 0.44 0.44 0.44 0.44 0.44 0.61 0.87 0.87 0.87 0.87 0.87 0.87 0.99 0.99 1.12 1.12 1.34 1.44 1.44 1.44 1.44 1.44 1.55 sexy 0.00 0.00 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.32 0.32 0.32 0.41 0.41 0.60 0.60 0.60 0.60 0.60 0.60 0.60 0.60 0.60 0.60 0.60 romantic 0.00 0.00 0.38 0.38 0.38 0.38 0.50 0.50 0.50 0.64 0.64 0.64 0.64 0.64 0.64 0.64 0.64 0.64 0.77 0.77 0.87 1.01 1.01 1.39 1.39 1.39 1.54 1.54 1.54 1.54 1.54 1.54 1.54 1.54 soft 0.00 0.00 0.39 0.39 0.39 0.39 0.51 0.51 0.51 0.76 0.76 0.76 0.76 0.76 0.76 0.76 0.76 0.76 0.76 0.76 0.76 0.76 0.95 1.34 1.34 1.34 1.58 1.58 1.58 1.58 1.58 1.58 1.58 1.58 0.00 0.00 0.20 0.20 0.20 0.20 0.20 0.20 0.20 0.20 0.20 0.20 0.33 0.33 0.46 0.66 0.66 0.66 0.66 0.66 0.66 0.98 0.98 1.18 1.28 1.28 1.28 1.28 1.28 1.41 1.41 1.54 1.74 1.74 0.00 0.00 0.19 0.36 0.36 0.36 0.36 0.45 0.45 0.45 0.58 0.58 0.58 0.58 0.58 0.72 0.72 0.72 0.72 0.72 0.72 0.72 0.72 0.91 0.91 0.91 0.91 1.10 1.10 1.10 1.10 1.10 1.25 1.25 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.21 0.42 0.42 0.42 0.42 0.42 0.42 0.42 0.42 0.63 0.82 0.82 0.82 0.82 0.82 0.82 0.82 1.01 1.18 1.18 1.35 1.57 1.57 1.57 1.57 1.57 1.79 0.00 0.00 0.00 0.00 0.00 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.23 0.23 0.23 0.23 0.33 0.33 0.33 0.33 0.33 0.43 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.12 0.12 0.12 0.12 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.00 0.00 0.28 0.28 0.28 0.28 0.49 0.49 0.49 0.72 0.72 0.72 0.72 0.72 0.72 0.72 0.72 0.72 0.72 0.93 0.93 0.93 0.93 1.21 1.21 1.21 1.44 1.44 1.44 1.44 1.44 1.44 1.44 1.44 0.00 0.00 0.61 0.61 0.61 0.61 0.85 0.85 0.85 0.85 0.85 0.85 1.00 1.19 1.34 1.45 1.45 1.45 1.45 1.45 1.45 1.45 1.74 2.35 2.35 2.35 2.35 2.35 2.35 2.50 2.69 2.84 2.95 2.95 The mellow layout of the song “Iris” by Goo Goo Dolls is marked by the LSA satcool urated clusters in the intro culminating in line 6 “And all i can breathe is your angry aggressive life” and a less strong activation in the second verse at line 15 “When everything dark feels melancholy like the movies”, which are in both cases generated by simultaneous happy sad and sad elements combined with romantic and soft aspects. This is contrasted with the pattern concluding both the first and second verse, triggered by funny and alternating angry and aggressive elements in the lines “Cause I don’t think that they’d understand” and “When everything’s made to be broken”, similarly sustained throughout the refrain “I just want you to know who I am” that brings the song to an end. Two connected peaks are generated from simultaneous happy and sad elements combined with romantic and soft aspects, culminating in the sad 0 1.207 2.413 3.620 0 happy funny sexy romantic 18 0 -0 0 -0 0 -0 0 0 0 -0 -0 0 1 -0 -0 0 0 0 -0 0 0 -0 0 1 -0 -0 0 -0 0 0 0 -0 -0 0 0 -0 0 0 -0 -0 -0 -0 -0 0 0 0 -0 0 0 -0 0 0 0 -0 -0 0 -0 -0 1 0 0 0 -0 0 0 0 -0 -0 -0 0 0 1 0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0 0 -0 0 0 -0 -0 0 -0 -0 0 0 0 -0 -0 0 0 0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 0 0 -0 0 0 -0 0 0 0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 0 0 -0 0 0 0 -0 0 0 -0 -0 0 -0 -0 -0 0 0 -0 -0 0 -0 0 0 0 0 0 0 0 0 0 -0 0 0 0 0 0 -0 -0 0 0 -0 -0 0 0 0 -0 -0 0 0 -0 -0 0 0 0 -0 -0 0 0 0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 0 0 -0 0 0 -0 0 0 0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 0 -0 -0 0 0 0 -0 -0 0 0 0 -0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 soft M.K. Petersen, L.K. Hansen, and A. Butkus mellow cool angry -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 0 0 -0 0 0 -0 0 0 0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 0 -0 -0 0 0 0 -0 -0 0 0 0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 0 0 -0 0 0 -0 0 0 0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 -0 -0 0 0 0 0 0 0 0 beginning of the first verse followed by a slightly lower peak in the beginning of the second verse. In between a balanced texture is activated by funny and alternating angry and aggressive elements (Fig.7). aggressive dark melancholy sad happy 0 1 -0 funny -0 -0 -0 sexy mellow -0 cool 0 0 0 -0 -0 -0 0 > 0.25 0 funny 18 2.6 0.14 0 0 -0 -0 0 -0 -0 -0 0 -0 -0 -0 0 -0 -0 -0 -0 -0 0.25 0 sexy 5 0.7 0.13 0 0 0 0 -0 0 -0 0 -0 -0 -0 -0 -0 0.23 0 romantic 6 1.3 0.22 0 0 -0 0 0 0 0 0 -0 -0 -0 0 0 0 -0 0 -0 -0 -0 0 -0 -0 -0 0 -0 -0 -0 -0 -0 -0 -0 0.21 0 soft 7 1.2 0.17 0 0 -0 -0 0 0 -0 0 -0 0 -0 0 -0 0 -0 0 -0 0 -0 0 -0 -0 -0 -0 -0 0.19 0 mellow 2 0.2 0.12 0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 -0 -0 0 0 -0 0 -0 -0 0 0 0 -0 0 -0 0 -0 dark -0 -0 melancholy -0 0 0 0 -0 1 -0 0 0 -0 0 0 -0 0 0 -0 0 -0 0 0 -0 0 0 0 0 0 0.17 0 2 0.5 0.25 6% 6.25 0 -0 0 0.15 0 angry 16 3.3 0.21 50% 50 0 0 0 -0 0 -0 0 -0 0 -0 0 -0 0 -0 -0 -0 -0 -0 0.13 0 aggressive 10 1.3 0.13 0 -0 -0 0 -0 -0 -0 0 -0 0 -0 0 -0 0 -0 0 -0 0 0 0 0 happy 1.4 0.23 0.58 3 0 0 0 0 -0 0 -0 -0 0 0 -0 0 -0 0 -0 0 -0 0 -0 0 -0 0 -0 -0 -0 -0 -0 0.11 0 dark 7 1.2 0.17 1 0 0 -0 0 -0 0 -0 -0 0 0 -0 0 -0 0 -0 0 -0 0 -0 0 -0 0 -0 -0 -0 -0 -0 0.09 0 melancholy 0 1 0 -0 -0 -0 -0 -0 0 0 0 -0 -0 -0 -0 -0 -0 -0 -0 -0 -0 -0 -0 -0 -0 -0 -0 < 0.09 0 sad 4 8 1.4 2.3 0.34 0.29 13% 25% AVERAGE 8 1.5 0.20 24% 4 5 6 0.12 0.09 0.33 7 0 0.16 11 12 0.25 0.13 0.09 0.12 0.21 16 17 0.21 19 20 21 22 23 24 25 26 27 28 29 30 31 32 soft mellow 0.25 0.13 0.13 0.25 0.13 0.13 0.26 0.18 0.09 0.17 0.13 cool aggressive 0.25 0.13 melancholy 0.09 0.13 25 funny romantic 18 0.09 12.5 angry dark 0.09 0.09 sad 0.09 0.09 0.17 0.17 0.09 0.13 0.40 0.14 0.26 0.17 0.10 0.36 0.10 aggressive 0 0.35 dark 0.17 15 0.37 0.13 0.2 melancholy 14 0.22 0.24 angry 13 0.23 0.11 0.6 mellow sad 10 0.16 0.19 romantic cool 0.4 9 0.17 sexy 0.8 soft 8 0.09 funny 1.2 1.0 cool 31% 31.25 22% 21.88 happy sexy 2 22% 21.88 6.25 6% 0 1.8 1 16% 15.63 19% 18.75 0 0 2.0 1.6 % 22% 21.88 56% 56.25 0 -0 0 -0 -0 -0 -0 0 -0 0 0 -0 0 avg 0.27 0 0 0 -0 sum 1.9 0 -0 0 -0 0 n 7 0 -0 -0 -0 0 -0 0 happy 0 -0 angry sad 0 -0 -0 0 0 aggressive 0 0 -0 0 -0 -0 -0 -0 -0 -0 -0 0 -0 -0 0 -0 -0 0 0 -0 -0 -0 0 0 0 0 -0 -0 -0 0 0 -0 0 0 -0 0 0 -0 -0 -0 0 -0 0 -0 0 0 0 -0 0 -0 0 0 0 -0 0 -0 0 -0 0 0 0 -0 -0 0 -0 romantic -0 soft 0 0 0 0.18 0.09 0.21 0.23 0.62 0.20 0.58 0.15 0.57 0.17 0.18 0.13 0.12 0.11 0.36 0.09 0.11 0.17 0.18 0.36 0.09 0.11 0.17 0.18 0.36 0.09 0.11 0.17 0.17 0.17 0.18 0.11 0.31 0.27 0.18 0.27 0.16 Fig. 7. Iris (Goo Goo Dolls): LSA patterns of emotions triggered by the lyrics, separated into sections corresponding to the musical structure of the song (top). Accumulated LSA values for each line of the lyrics (bottom). happy 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 0.23 0.81 0.81 0.93 1.02 1.35 1.35 1.35 1.35 1.35 1.35 1.35 1.52 1.52 1.88 1.88 1.88 1.88 1.88 1.88 1.88 1.88 1.88 1.88 1.88 1.88 1.88 1.88 1.88 1.88 1.88 1.88 funny 0.00 0.00 0.00 0.00 0.00 0.09 0.09 0.09 0.09 0.35 0.48 0.57 0.57 0.57 0.78 0.78 0.78 1.03 1.16 1.25 1.25 1.51 1.63 1.73 1.73 1.98 2.11 2.20 2.30 2.39 2.49 2.58 sexy 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.16 0.16 0.16 0.29 0.29 0.29 0.29 0.29 0.29 0.29 0.29 0.42 0.42 0.42 0.42 0.55 0.55 0.55 0.55 0.67 0.67 0.67 0.67 0.67 0.67 romantic 0.00 0.19 0.19 0.19 0.41 0.64 0.64 0.76 0.76 0.76 0.76 0.76 0.76 0.89 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 soft 0.16 0.28 0.48 0.48 0.75 0.93 0.93 1.02 1.02 1.02 1.02 1.02 1.02 1.20 1.20 1.20 1.20 1.20 1.20 1.20 1.20 1.20 1.20 1.20 1.20 1.20 1.20 1.20 1.20 1.20 1.20 1.20 sexy 0.00 0.11 0.11 0.11 0.11 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 0.25 romantic 0.24 0.24 0.24 0.24 0.24 0.24 0.24 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 soft 0.00 0.17 0.17 0.26 0.26 0.26 0.26 0.26 0.26 0.62 0.62 0.79 0.79 0.79 0.92 1.04 1.04 1.40 1.40 1.57 1.57 1.93 1.93 2.09 2.09 2.45 2.45 2.62 2.79 2.95 3.12 3.29 mellow 0.00 0.00 0.00 0.00 0.00 0.00 0.10 0.10 0.19 0.19 0.37 0.37 0.48 0.48 0.48 0.48 0.58 0.58 0.76 0.76 0.85 0.85 1.03 1.03 1.13 1.13 1.31 1.31 1.31 1.31 1.31 1.31 0.00 0.00 0.35 0.54 0.54 0.74 0.74 0.74 0.86 0.86 0.86 0.86 0.86 0.86 0.86 0.86 0.97 0.97 0.97 0.97 1.08 1.08 1.08 1.08 1.19 1.19 1.19 1.19 1.19 1.19 1.19 1.19 angry 0.00 0.23 0.23 0.23 0.85 1.05 1.05 1.05 1.05 1.05 1.05 1.05 1.05 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 aggressive 0.17 0.75 0.75 0.75 0.89 1.47 1.47 1.47 1.47 1.47 1.47 1.47 1.74 1.91 2.19 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 2.35 A simultaneous activation of happy and sad elements in line 3, 6 and 14 mellow cool characterize the first two sections of the Oasis song ‘Wonderwall” corresponding angry aggressive to the lyrics “I don’t believe that anybody feels the way I do about you now”. dark It is followed in the second section by soft cool and dark components triggered melancholy sad by line 16 “And all the lights that light the way are blinding” contrasted with elements of anger , here caused by line 9 and 17 “There are many things that I would like to say to you but I don’t know how”, which are sustained through the end of the sparsely activated last section (Fig.8) The very beginning of Feist’s “Now at last” is marked by the cluster generated by the lyrics “For I’ve lost the last last love” in line 3 eliciting a wide range of emotions followed by a smaller peak emphasizing the soft aspects triggered by line 7 “To the joys before me”, that make up the two following sections with the added aspect of cool caused by line 15 and 25 “When the spring is cold“ (Fig.9) Apart from the isolated spike in line 29 “Whatever makes you happy“ marking the beginning of the third section in Radiohead’s “Creep” in a centered distribution of emotional components, the song is throughout reflecting the pointed cool soft dark textured peaks caused by the text “But I’m a creep“ in line 9, 21 and 33 of the lyrics. (Fig. 10) The lyrics of Led Zeppelin’s “Stairway to heaven” trigger components uniformly distributed across a range of emotions resulting in a coherent texture SUM happy funny cool dark melancholy sad 0 1.0953 2.1906 3.28 happy funny sexy romantic soft mellow cool angry aggressive dark melancholy sad -0 0 -0 0 -0 0 0 0 0 -0 -0 0 1 0 -0 0 0 -0 -0 0 0 0 -0 0 0 0 0 -0 0 0 -0 0 0 0 -0 0 0 0 0 -0 -0 -0 0 -0 0 0 0 -0 -0 0 0 0 -0 -0 0 -0 -0 0 -0 0 0 0 0 -0 0 0 -0 0 0 0 -0 -0 -0 -0 0 -0 -0 -0 0 0 0 -0 -0 0 -0 0 -0 0 -0 -0 0 -0 -0 -0 0 -0 -0 -0 -0 0 0 -0 0 -0 -0 -0 0 0 -0 -0 -0 -0 0 0 -0 -0 -0 3 4 5 6 7 8 9 10 -0 0 -0 0 -0 0 0 0 0 -0 -0 0 0 0 0 0 0 -0 0 0 -0 -0 0 0 -0 0 0 0 0 -0 0 0 -0 0 0 0 -0 -0 -0 -0 -0 -0 -0 -0 0 0 13 14 15 -0 -0 0 -0 0 0 0 -0 -0 1 -0 -0 -0 0 -0 -0 -0 -0 0 0 -0 0 -0 -0 -0 0 0 -0 -0 -0 -0 0 0 -0 -0 -0 16 17 18 -0 0 0 -0 -0 -0 -0 0 0 -0 -0 -0 -0 0 0 -0 -0 -0 -0 0 0 -0 -0 -0 -0 0 0 -0 -0 -0 -0 0 0 -0 -0 -0 -0 0 0 -0 -0 -0 -0 0 0 -0 -0 -0 Semantic contours in tracks based on emotional tags 2 happy -0 funny 0 0 0 0 0 0 0 0 -0 -0 0 0 0 -0 -0 -0 0 -0 -0 -0 11 12 0 0 -0 0 0 -0 -0 -0 0 happy n 7 sum 2.2 avg 0.31 0 0 0 0 0 0 0 0 0 0 > 0.25 0 funny 4 1.3 0.31 0 -0 0 0 0 -0 0 0 -0 -0 -0 0 0 0 0 -0 0 0 0 19 0 -0 -0 -0 19 20 21 22 23 24 25 26 0 0 -0 0 -0 0 -0 0 0 -0 0 0 0 0 0 0 0 0.25 0 sexy 0 0.0 0.00 0 0 0 -0 0 -0 -0 -0 -0 0 0 0 0 -0 -0 -0 -0 0 0 -0 0 0 -0 -0 -0 0.23 0 romantic 3 0.6 0.20 0 0 0 0 0 -0 0 -0 0 0 -0 0 -0 -0 0 0 -0 0 0 -0 -0 -0 0.21 0 soft 2 0.7 0.34 0 0 0 0 0 0 0 -0 0 -0 -0 0 0 -0 0 0 -0 -0 -0 0.19 0 mellow 6 0.8 0.13 0 0 -0 0 0 -0 0 0 -0 -0 -0 0.17 0 cool 2 0.4 0.21 29% 28.57 10% 9.524 cool 0 -0 -0 -0 0 -0 -0 -0 0 -0 -0 0 0 0 0 -0 0 0 -0 -0 -0 angry 0 0 0 -0 -0 0 -0 -0 0 0 0 0 0 0 -0 -0 0 0 0 0 0 0 0 0 0 0 0.15 0 angry 13 2.4 0.19 62% aggressive 0 0 0 -0 -0 0 -0 -0 -0 0 0 0 0 0 -0 -0 -0 0 0 0 0 0 0 0 0 0 0.13 0 aggressive 2 0.3 0.15 dark -0 -0 -0 0 0 -0 melancholy -0 -0 0 -0 -0 0 sad 0 0 0 0 -0 0 0 -0 -0 -0 0 0 -0 0 0 -0 0 0 -0 -0 -0 0.11 0 dark 4 1.6 0.39 0 -0 -0 -0 0 -0 -0 0 0 -0 -0 -0 0 0 -0 0 0 -0 -0 -0 0.09 0 melancholy 0 -0 -0 -0 0 0 0 -0 -0 -0 0 0 -0 0 0 -0 -0 -0 < 0.09 0 sad 3 6 0.5 1.8 0.18 0.31 14% 14.29 30 30% AVERAGE 4 1.0 0.23 21% 0 0 -0 0 0 1 1.6 1.4 2 3 4 happy 1 0.24 0.48 0.14 1.0 funny 0.16 1.2 5 6 7 0.48 0.11 8 9 10 11 12 0.46 13 14 0.24 0.48 15 16 0.16 17 18 19 20 21 22 0.46 sexy 0.8 romantic 0.20 0.20 0.10 0.10 0.20 0.26 soft 0.6 0.21 mellow 0.4 0.20 -0 1 0.15 0 0 -0 0 0.19 -0 0 0 0 0 0 1 2 0 -0 0.00 0.24 -0 0 0.00 0.16 -0 -0 0.00 0.00 -0 0 0.00 0.00 -0 1 aggressive funny0 -0 0 dark 0 0 sexy melancholy 0 romantic sad -0 0.21 0.10 0.15 cool angry 0.2 happy -0 0.42 0.09 0.14 0 -0 -0 0.18 0 0.44 0 -0 -0 3 -0 0.72 0 0.16 -0 0.00 -0 0.20 0 -0 -0 0 0 0.15 -0 -0 0 4 -0 0.85 -0 0.16 -0 0.00 0 0.20 -0 0 -0 -0 0 0 0 0 5 -0 0.85 0 0.16 -0 0.00 0 0.20 0 0.21 0.14 1 -0 0 0.18 0 0.44 0 0 0 6 -0 1.33 0 0.16 -0 0.00 0 0.40 1 0 -0 -0 -0 -0 -0 -0 7 -0 1.44 -0 0.16 -0 0.00 -0 0.40 0 0.20 -0 -0 -0 0 0 0 NaN -0 0 0 NaN -0 0 0 0 NaN -0 0 -0 -0 NaN -0 0 -0 -0 NaN -0 0 -0 -0 NaN -0 0 -0 -0 NaN -0 -0 -0 -0 NaN 0 0 0 0 NaN -0 -0 0 -0 sad melancholy 23 24 25 26 dark aggressive angry cool mellow soft romantic sexy funny happy SUM 0.29 0 -0 -0 -0 0.17 0 0.00 -0 0.40 -0 0 0 0 0 0 -0 0 10 -0 1.44 -0 0.63 1 0.00 -0 0.40 -0 0 -0 -0 0 0 0 0 11 -0 1.44 -0 0.63 0 0.00 0 0.40 0 0.20 0.15 0.19 0.14 0.29 0.17 0 -0 -0 0.18 -0 0.44 0 -0 0 14 -0 2.15 -0 0.79 0 0.00 0 0.60 0 0 0 0 0 0 -0 -0 15 0 2.15 -0 0.79 -0 0.00 0 0.60 0 0 0 0.72 0 -0 0 0 0 16 0 2.15 0 0.79 0 0.00 -0 0.60 0 -0 -0 0 0 -0 -0 0 17 -0 2.15 -0 1.25 0 0.00 0 0.60 -0 0 0 0 -0 0 0 0 18 -0 2.15 -0 1.25 0 0.00 -0 0.60 0 0 -0 -0 -0 0.17 0 0 0 -0 0 -0 0 0 0 0 -0 0 0 0 20 21 -0 -0 2.15 2.15 -0 -0 1.25 1.25 1 0 0.00 0.00 -0 0 0.60 0.60 -0 0 0.17 0.17 0.17 0 0 0 -0 -0 0 0 -0 -0 0 0 0 -0 0 -0 0 0 0 0 -0 -0 -0 0 -0 0 -0 0 0 23 24 25 26 -0 0 0 -0 2.15 2.15 2.15 2.15 -0 -0 0 -0 1.25 1.25 1.25 1.25 0 -0 0 0 0.00 0.00 0.00 0.00 0 0 -0 0 0.60 0.60 0.60 0.60 0 0 0 -0 happy NaN 0 0 0 - funny NaN -0 0 -0 - sexy NaN -0 0 0 romantic NaN -0 0 soft NaN -0 0 0 NaN -0 0 -0 - NaN -0 0 -0 - NaN -0 0 -0 - NaN -0 0 -0 - dark NaN -0 -0 -0 - melancholy NaN 0 0 0 NaN -0 -0 0 soft mellow Fig. 8. Wonderwall (Oasis):LSA patterns of emotions triggered by the lyrics, sepa0 0 mellow -0 cool 0 0 cool rated into sections corresponding to0 the musical structure of the song (top). Accumuangry -0 -0 angry -0 aggressive happy lated LSA values for-0each line of the-0 lyrics (bottom).-0 aggressive funny 0 dark sexy 0 melancholy romantic sad -0 9 1.44 0.63 12 13 1.44 1.68 0.63 0.79 0.00 0.00 0.40 0.40 19 2.15 1.25 0 0.00 -0 0.60 -0 22 2.15 1.25 0.00 0.60 soft 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.68 0.68 0.68 0.68 0.68 0.68 0.68 0.68 0.68 0.68 0.68 mellow 0.00 0.21 0.30 0.30 0.30 0.40 0.50 0.50 0.50 0.50 0.50 0.50 0.70 0.80 0.80 0.80 0.80 0.80 0.80 0.80 0.80 0.80 0.80 0.80 0.80 0.80 cool 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.15 0.15 0.15 0.15 0.15 0.15 0.15 0.15 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 angry 0.00 0.20 0.35 0.35 0.35 0.49 0.49 0.49 0.78 0.95 0.95 0.95 1.16 1.30 1.30 1.30 1.59 1.76 1.76 1.76 1.93 1.93 1.93 2.11 2.28 2.45 0.15 4 0.15 5 0.15 6 0.15 7 0.15 8 0.15 9 0.15 10 0.15 11 0.15 12 0.15 13 0.30 14 0.30 15 0.30 16 0.30 17 0.30 18 0.30 0.30 19 20 2 0.15 3 aggressive1 0.00 -0 0.00 -0 0.001 dark happy 0 0.84 0.00 0.00 0.18 0.18 0.18 0.35 0.35 melancholy funny -0 0 0 -0 -0 -0 -0 -0 -0 0.770 0.77 -0 1.210 1.21 -0 sad0 0.000 0.190 0.63 sexy 0 -0 0.35 0.00 0.00 0 0.21 1 0.21 0.41 0 0 0.84 0 0.35 -0 0.35 0 1.21 -0 1.21 0.84 1.21 0 0.84 0 0 0.35 -0 0.35 0 1.21 -0 1.21 0.84 0 0.84 0 0.84 0 1.56 0 0.35 0 0 0.53 -0 0.53 0 0.53 0 1.40 0 1.84 -0 1.84 0 1.84 0.84 1.56 0 -0 1.56 0 0.53 -0 0.53 0 1.84 0 -0 0 0 0 0 0 -0 -0 -0 0 0 0 0 -0 0 -0 soft -0 -0 mellow -0 0 0 romantic 1.56 0 1.56 0 1.56 0 1.56 0 1.56 0 0.53 -0 0.53 0 0.53 -0 0.53 0 0.53 0 0 1.56 0 0.53 -0 0.53 0 0.53 0 1.84 -0 1.84 0 -0 -0 0 1.84 -0 0 0 1.84 0 0 1.84 0 1.84 -0 0 -0 1.84 0 1.84 0 0 -0 0 -0 > 0.25 0 0 0.25 0 0 0.23 0 n 10 sum 3.1 avg 0.31 funny 6 1.1 0.18 sexy 2 0.3 0.14 romantic 4 0.7 0.18 15 0 0 -0 0 0 0 0 0 0 0 0 -0 0 0 0 0 0 0 0 0 -0 0.21 0 soft 0 0 -0 0 0 -0 0 0 0 -0 -0 0 -0 0 0 -0 0 0 0 -0 -0 0 -0 0.19 0 mellow 0 0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.17 0 cool 0 -0 -0 -0 -0 -0 -0 -0 -0 -0 -0 0 0 -0 0 0 -0 -0 -0 -0 -0 0 0 -0 0 0 -0 0.15 0 angry aggressive -0 -0 0 0 -0 0 0 -0 -0 -0 -0 -0 dark 0 -0 -0 -0 -0 -0 -0 -0 0 0 1 0 0 0 -0 -0 0 -0 -0 -0 -0 -0 0 0 -0 -0 0 -0 0.13 0 0 angry -0 melancholy 0 -0 sad -0 -0 0 0 -0 0 0 0 -0 0 0 0 -0 -0 -0 -0 0 0 0 0 0 -0 0 -0 0 1 0 0 0 0 0 0 -0 1 0 0 0 -0 -0 0 1 2 0.32 funny 2.0 3 4 0.76 0.17 sexy 0.19 1.6 romantic 0.38 soft 0.38 mellow 0.20 1.2 0.15 0.10 5 6 7 0.41 0.78 8 9 10 11 12 13 14 0.11 0.12 15 0.19 0.4 25% 0.22 50% 3 0.6 0.21 13% 50 12.5 4.167 1 0.1 0.13 0 -0 0 0 0.11 0 dark 10 3.2 0.32 0 0 0 -0 0 0.09 0 melancholy 0 0 0 0 0 0 -0 < 0.09 0 9 10 2.1 2.9 0.24 0.29 7 1.8 0.22 31% 0 -0 -0 aggressive 18 19 0.20 happy sexy 20 soft 21 22 23 24 cool 0.11 aggressive 0.16 melancholy sad funny romantic 25 mellow 26 27 28 angry 0.19 0.20 dark sad 0.16 - 3 25 0 4% 42% 41.67 37.5 38% 42% 41.67 SUM happy funny 0.11 0.14 0.22 0.38 0.19 0.21 0.09 sexy 0.15 0.27 0.45 0.37 0.21 0.16 0.39 0.20 0.19 0.13 0.09 0.26 0.15 0.27 0.45 0.37 0.16 0.20 romantic 0.13 0.21 0.39 0.10 0.26 soft 0.15 0.10 mellow cool 0.13 aggressive 0.14 2.6 0 0.09 0.10 0.8 0 0 -0 17 0.29 6 12 0 0.16 0.43 angry 16 0.19 0.16 4.3 8% 8.333 17% 16.67 68% 68.18 0 0 0 % 42% 41.67 25 25% 1 0 AVERAGE 2.4 happy 0.8 cool 0 -0 2 0 -0 -0 -0 0 3.2 2.8 0 1 happy 0 -0 0 0 0 0 -0 0 -0 0 0 0 1.56 0 0 0.30 0.30 23 0.30 24 0.30 25 0.30 26 0.30 27 0.30 28 21 22 1.56 1.84 0 sad 0 -0 -0 cool 0 0.26 0 0 0 -0 0 0 0 8 -0 1.44 -0 0.16 0 0.00 -0 0.40 0 0.44 0 0 -0 61.9 10% 9.524 19% 19.05 0 0 -0 NaN 0 0% 14% 14.29 11% 10.53 0 0 soft -0 mellow 0 0 -0 -0 0 NaN % 33% 33.33 19% 19.05 sexy -0 romantic NaN angry 0.27 0 dark melancholy 0.28 0.17 0.32 sad 0.60 0.43 0.55 0.27 0.52 0.10 0.20 0.33 0.32 0.15 0.16 0.33 0.27 0.27 0.52 0.20 0.10 0.20 0.33 0.32 0.15 0.16 0.33 aggressive 0.20 dark 0.10 melancholy Fig. 9. Now at last (Feist): LSA patterns of emotions triggered by the lyrics, separated into sections corresponding to the musical structure of the song (top). Accumuhappy lated LSA values for each line of the lyrics (bottom). funny 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 0.00 0.00 0.76 0.94 0.94 1.34 2.12 2.12 2.12 2.24 2.24 2.24 2.24 2.24 2.43 2.43 2.63 2.63 2.63 2.75 2.75 2.75 2.75 2.75 2.94 2.94 3.14 3.14 0.00 0.32 0.44 0.44 0.44 0.44 0.44 0.44 0.44 0.44 0.60 0.60 0.60 0.60 0.60 0.60 0.76 0.76 0.76 0.76 0.92 0.92 0.92 0.92 0.92 0.92 1.07 1.07 sexy 0.00 0.00 0.19 0.19 0.19 0.19 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 0.28 romantic 0.00 0.00 0.38 0.38 0.48 0.59 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 0.73 soft 0.00 0.00 0.38 0.38 0.38 0.60 0.99 0.99 1.17 1.17 1.44 1.90 1.90 1.90 2.27 2.43 2.63 2.63 2.82 2.82 3.09 3.55 3.55 3.55 3.91 4.08 4.28 4.28 mellow 0.00 0.00 0.20 0.20 0.20 0.20 0.40 0.40 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.50 0.63 0.63 0.72 0.72 0.72 0.72 0.72 0.72 0.72 0.72 0.85 0.85 cool 0.15 0.25 0.44 0.44 0.60 0.60 0.60 0.60 0.80 0.80 0.80 0.80 0.80 0.80 1.19 1.19 1.46 1.61 1.81 1.81 1.81 1.81 1.81 1.81 2.20 2.20 2.47 2.62 angry 0.00 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.53 0.63 0.63 0.63 aggressive 0.00 0.00 0.00 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 0.13 dark 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.27 0.54 1.06 1.26 1.26 1.26 1.59 1.59 1.59 1.59 1.86 2.13 2.64 2.85 2.85 2.85 3.18 3.18 3.18 3.18 melancholy 0.00 0.00 0.28 0.28 0.28 0.46 0.78 0.78 0.78 0.78 0.78 1.10 1.10 1.10 1.25 1.45 1.45 1.45 1.45 1.45 1.45 1.77 1.77 1.77 1.92 2.12 2.12 2.12 sad 0.00 0.00 0.60 0.60 0.60 1.03 1.58 1.68 1.68 1.68 1.68 1.84 1.84 1.84 2.18 2.18 2.28 2.28 2.28 2.28 2.28 2.44 2.44 2.44 2.77 2.77 2.87 2.87 sad 0 1.428 2.855 4.2 -0 0 0 0 0 -0 0 -0 -0 -0 0 0 happy funny sexy romantic soft mellow cool angry aggressive dark melancholy sad 20 -0 0 0 0 0 -0 0 -0 0 0 -0 -0 -0 0 0 -0 -0 -0 -0 0 0 -0 -0 -0 0 0 0 0 0 0 0 -0 0 0 0 -0 0 0 0 0 0 0 0 -0 0 0 0 0 0 0 0 -0 0 -0 0 0 -0 -0 -0 0 0 0 0 -0 0 -0 0 0 -0 -0 -0 0 -0 0 -0 -0 0 0 0 -0 -0 -0 0 0 0 0 0 -0 0 -0 0 0 -0 -0 0 -0 -0 0 -0 -0 0 0 -0 0 0 0 1 -0 0 -0 -0 0 -0 0 0 -0 -0 -0 0 0 -0 -0 0 -0 -0 0 -0 -0 0 0 0 0 0 -0 0 -0 -0 -0 0 -0 0 0 -0 -0 0 0 -0 -0 0 -0 -0 -0 -0 -0 0 0 0 0 0 0 0 -0 -0 -0 0 0 -0 0 -0 0 0 0 -0 0 -0 -0 -0 -0 0 0 0 -0 0 -0 0 0 -0 -0 -0 0 0 0 0 -0 0 -0 0 0 -0 -0 -0 0 -0 0 -0 -0 0 0 0 -0 -0 -0 0 0 0 0 0 -0 0 -0 0 0 -0 -0 0 -0 -0 0 -0 -0 0 0 -0 0 0 0 1 -0 0 -0 -0 0 -0 0 0 -0 -0 -0 -0 -0 -0 -0 -0 0 -0 -0 -0 0 -0 -0 0 0 0 -0 -0 0 -0 0 -0 -0 -0 -0 0 0 0 -0 -0 0 -0 0 -0 -0 -0 -0 1 0 0 0 0 0 0 0 0 -0 0 0 0 0 0 -0 0 -0 0 0 -0 -0 -0 0 0 0 0 -0 0 -0 0 0 -0 -0 -0 0 -0 0 -0 -0 0 0 0 -0 -0 -0 0 0 0 0 0 -0 0 -0 0 0 -0 -0 0 -0 -0 0 -0 -0 0 0 -0 0 0 0 1 -0 0 -0 -0 0 -0 0 0 -0 -0 -0 0 0.04 0.07 -0.11 0.16 -0.14 -0.05 -0.08 -0.09 0.03 -0.10 0.20 -0.00 0 0 0 0 0 0 0 0 0 0 0 M.K. Petersen, L.K. Hansen, and A. Butkus happy 0 -0 -0 -0 0 0 0 0 -0 -0 -0 0 0 0 -0 0 -0 0 0 0 -0 -0 -0 0 -0 0 0 0 1 0 0 0 -0 -0 -0 0 0 0 happy n 7 sum 1.7 avg 0.25 funny 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0 0 0 0 0 0 0 0 0 0 -0 0 0 0 0 0 0 0 0 0 0 0 0 > 0.25 0 funny 17 3.6 0.21 % 21% 21.21 52% 51.52 0 0 -0 0 0 -0 -0 0 0 0 0 -0 0 0 -0 -0 0 0 0 -0 0 0 -0 -0 0 -0 -0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 0 0 0 0 0 0 0 -0 0 0 0 0 0 0.25 0 sexy 3 0.4 0.13 10% 0 0 0 -0 0 0 -0 -0 -0 0 -0 0 0 0 0 -0 -0 -0 0 -0 0 -0 -0 -0 0 0 0 -0 -0 -0 0 -0 0 0.23 0 romantic 8 1.3 0.16 soft 0 0 0 -0 0 0 0 0 0 -0 -0 0 -0 0 0 0 0 0 0 -0 -0 -0 -0 -0 0 0 0 0 0 0 -0 -0 -0 0.21 0 soft 9 3.0 0.34 24% 24.24 27% 27.27 0 -0 -0 -0 0 0 -0 -0 0 0 -0 -0 -0 -0 -0 0 0 0 -0 -0 0 0 -0 -0 0 0 0 0 -0 -0 0 0 -0 -0 -0 0.19 0 mellow 0 0 0 0 0 0 0 -0 -0 -0 -0 0 -0 0 0 0 0 0 -0 -0 -0 -0 -0 0 0 0 0 0 0 0 -0 -0 -0 0.17 0 cool 0 -0 -0 0 -0 -0 0 0 -0 0 0 0 -0 0 0 -0 -0 0 0 0 0 0 0 -0 0 0 -0 -0 0.15 0 aggressive 0 -0 0 0 0 0 -0 -0 0 0 0 0 -0 -0 -0 0 0 0 -0 -0 0 0 0 0.13 0 dark 0 -0 1 -0 1 -0 mellow cool angry 0 0 -0 0 0 -0 0 0 -0 -0 melancholy 0 0 -0 -0 0 0 -0 -0 -0 sad 0 0 -0 -0 -0 2.4 2.1 1 1.8 happy funny 1.5 happy sexy soft 2 3 4 5 cool aggressive melancholy 0.19 0.16 0.29 0 6 0.25 0 0 0 0 -0 0 0 0 1.2 romantic 0.15 soft 0.9 0.50 0 -0 -0 0 0 -0 -0 -0 -0 -0 -0 0 -0 -0 1 -0 0.6 0.12 0.27 angry 0.3 0.36 aggressive 0.11 0 0.14 dark 0 -0 -0 -0 0 0 0 10 11 0.29 0.12 12 13 14 15 0.17 16 17 18 0 -0 0 -0 -0 0.11 0.28 0.12 0.44 0.23 0.78 0.23 0.09 0.11 0.21 0.29 0.12 0.17 0.16 0 -0 -0 0.17 2.7 0.15 angry 9 1.7 0.19 aggressive 2 0.2 0.12 0.22 0.73 0.29 0.28 sad 0.22 0.10 0.11 0.09 0.21 0.09 0.13 0.39 0.23 0 dark 9 3.5 0.39 0.09 0 melancholy 0 sad 8 7 1.6 1.2 0.20 0.17 AVERAGE 9 1.8 0.21 26% 0.23 0.29 0.20 0.44 0.16 0.19 0.12 0.16 0.25 0.73 0.11 27% 27.27 24% 24.24 0.11 < 0.09 0 21% 21.21 SUM 0.12 0.16 0.44 0.17 0.15 0.20 27% 27.27 7% 6.667 0 0 -0 0.13 0.12 0.11 0.09 0.21 0.16 0.25 0.10 funny sexy 0.13 0.11 soft 0.16 0.22 0.73 0.20 0.17 mellow cool 0.25 0.10 0.11 0.20 0.34 happy romantic 0.12 melancholy 18% 18.18 55% 54.55 0.11 0.12 0.19 0.27 0 1.0 0 -0 -0 -0 -0 0.16 0.17 0.13 0 0 6 18 0.10 0.19 0.10 0 0 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 0.21 0.16 0.28 0.18 cool 0 0 0 -0 -0 -0 0 -0 0.16 0.44 mellow 0 -0 -0 0 0 -0 0 -0 0 -0 0 0 -0 0 -0 0 0 0 0 -0 -0 -0 0 0 0 0 0 -0 -0 -0 -0 -0 -0 0 0 -0 -0 -0 funny romantic mellow 7 8 9 angry 0.11 dark sad0.23 0.23 0 -0 0 -0 0 0 0 -0 -0 -0 0.23 0.12 0 0 -0 -0 -0 0.14 sexy 0.20 0.11 Fig. 10. Creep (Radiohead): LSA patterns of emotions triggered by the lyrics, separated into sections corresponding to the musical structure of the song (top). Accumuhappyvalues for each line of the lyrics (bottom). lated LSA 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 0.00 0.00 0.00 0.00 0.00 0.25 0.36 0.36 0.36 0.36 0.36 0.36 0.53 0.53 0.53 0.74 0.74 0.74 0.74 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 0.85 1.63 1.63 1.63 1.74 1.74 1.74 1.74 1.74 1.74 funny 0.00 0.00 0.19 0.35 0.64 0.64 0.88 1.10 1.10 1.39 1.51 1.51 1.51 1.51 1.51 1.51 1.79 1.79 2.01 2.24 2.24 2.53 2.65 2.65 2.65 2.65 2.65 2.65 2.77 2.77 2.99 3.22 3.22 3.52 3.63 3.63 3.63 sexy 0.00 0.00 0.00 0.14 0.14 0.14 0.14 0.14 0.14 0.14 0.14 0.14 0.14 0.14 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.30 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 0.40 romantic 0.00 0.15 0.15 0.15 0.15 0.38 0.38 0.38 0.38 0.38 0.38 0.55 0.55 0.55 0.67 0.83 0.83 0.83 0.83 0.83 0.83 0.83 0.83 0.99 0.99 0.99 0.99 0.99 0.99 0.99 0.99 0.99 0.99 0.99 0.99 1.16 1.32 soft 0.00 0.50 0.62 0.62 1.06 1.34 1.34 1.34 1.77 1.77 1.77 1.77 1.77 1.77 1.77 1.95 1.95 1.95 1.95 1.95 2.38 2.38 2.38 2.38 2.38 2.38 2.38 2.38 2.59 2.59 2.59 2.59 3.02 3.02 3.02 3.02 3.02 mellow even though only a few lines are repeated, as in the text “makes me wonder” cool in linesangry 10-11, 16-17 and 26. A number of sad peaks establish the melancholy aggressive atmosphere at the end of the first section line 9 “Sometimes all of our thoughts dark aremelancholy misgiven” as well as the beginnings of the second section in line12 “There’s sad a feeling I get when i look to the west” as well as the section in line 24 “Yes there are two paths you can go by but in the long run”. (Fig. 11) The generally light atmosphere of “Such great heights” by The Postal Service, is generated from the very beginning of the song culminating in line 4 “And when we kiss they are perfectly aligned“, that leads into the second and third sections marked by the repeated patterns of romantic happy and funny components triggered by the text “But everything looks perfect from far away“ in line 19, 31, 35 and 39 of the song.(Fig.12) 5 10 sexy romantic 0.00 0.00 0.00 0.00 0.18 0.18 0.18 0.18 0.37 0.37 0.37 0.37 0.37 0.37 0.37 0.37 0.37 0.37 0.37 0.37 0.56 0.56 0.56 0.56 0.56 0.56 0.65 0.65 0.81 0.81 0.81 0.81 1.01 1.01 1.01 1.01 1.01 0.00 0.00 0.12 0.12 0.38 0.48 0.57 0.69 0.90 1.03 1.03 1.03 1.03 1.03 1.30 1.47 1.47 1.47 1.58 1.67 1.89 2.02 2.02 2.02 2.02 2.02 2.02 2.02 2.14 2.14 2.25 2.35 2.56 2.69 2.69 2.69 2.69 0.00 0.00 0.00 0.36 0.36 0.36 0.36 0.36 0.36 0.36 0.52 0.52 0.67 0.67 0.67 0.67 1.06 1.06 1.06 1.06 1.06 1.06 1.22 1.22 1.22 1.34 1.46 1.46 1.57 1.57 1.57 1.57 1.57 1.57 1.73 1.73 1.73 0.00 0.00 0.00 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.11 0.23 0.23 0.23 0.23 0.23 0.23 0.23 0.23 0.23 0.00 0.00 0.14 0.14 0.36 0.36 0.36 0.36 1.09 1.09 1.34 1.34 1.34 1.34 1.34 1.34 1.34 1.34 1.34 1.34 2.07 2.07 2.32 2.32 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 3.27 3.27 3.52 3.52 3.52 0.00 0.29 0.29 0.29 0.29 0.57 0.57 0.57 0.57 0.57 0.57 0.77 0.77 0.77 0.77 0.87 0.87 0.87 0.87 0.87 0.87 0.87 0.87 1.07 1.07 1.07 1.07 1.07 1.17 1.17 1.17 1.17 1.17 1.17 1.17 1.37 1.57 0.00 0.22 0.22 0.22 0.22 0.33 0.33 0.33 0.44 0.44 0.44 0.44 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.71 0.71 0.71 0.71 0.71 0.71 0.71 0.71 1.06 1.06 1.06 1.06 1.16 1.16 1.16 1.16 1.16 Conclusion While we have here only analyzed twenty-four songs our first results indicate that it is possible to describe the emotional context of songs by applying LSA latent semantic analysis to extract latent semantics from the lyrics using a selection of last.fm affective tags. Summing up the retrieved emotional values in the LSA analyses along each row, the matrices can be divided into roughly three groups characterized by a balanced, centered or uniform distribution of emotional components. Assessing to what degree the summed up LSA correlation values of lyrics and affective terms approximate the user-defined last.fm tags within a choice of angry aggressive dark melancholy sad 0 1.211 2.421 3.632 happy funny sexy romantic soft mellow cool angry aggressive dark melancholy sad 0 0 0 0 0 0 0 -0 0 -0 0 -0 0 0 -0 -0 -0 -0 0 0 0 0 0 -0 0 -0 0 0 0 -0 -0 -0 -0 0 0 1 2 -0 0 0 -0 0 0 -0 -0 -0 -0 -0 -0 0 0 0 0 -0 -0 -0 -0 -0 0 3 4 -0 0 -0 -0 0 -0 -0 -0 0 0 -0 -0 -0 0 0 -0 0 -0 -0 0 0 -0 -0 -0 6 7 5 0 -0 -0 -0 0 0 0 -0 -0 0 0 0 0 -0 -0 0 0 0 -0 0 -0 0 0 0 0 0 0 -0 -0 0 0 0 0 -0 -0 -0 0 0 0 -0 -0 0 0 0 0 -0 -0 -0 1 -0 -0 0 0 0 -0 0 0 -0 0 1 -0 -0 0 -0 0 -0 -0 0 0 0 -0 -0 0 -0 0 0 0 0 -0 0 -0 0 0 0 -0 0 0 -0 0 -0 -0 0 -0 0 0 -0 0 0 0 -0 -0 0 0 0 0 -0 -0 -0 0 0 0 -0 -0 0 0 0 0 -0 -0 -0 -0 0 0 -0 0 0 0 0 0 0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 -0 -0 -0 -0 -0 0 -0 0 -0 0 0 0 -0 -0 0 -0 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 0 -0 0 0 0 -0 0 -0 -0 0 0 0 0 0 -0 -0 -0 funny 0 0 0 0 0 0 0 -0 -0 0 0 -0 -0 -0 0 0 0 0 -0 0 -0 0 0 -0 -0 0 -0 -0 0 0 -0 0 0 0 0 sexy 0 1 -0 0 0 angry -0 0 0 0 0 -0 0 -0 0 0 0 0 0 0 0 0 0 -0 0 -0 0 0 0 0 0 0 -0 -0 0 0 0 0 -0 -0 0 0 0 -0 -0 -0 -0 -0 0 -0 -0 0.8 soft 0.23 0.6 mellow 0.28 cool 0.4 0 0 0.20 0 0 0 -0 -0 0 -0 -0 0 -0 0 0 -0 -0 -0 -0 0 -0 -0 1 -0 0 -0 -0 -0 -0 -0 -0 0 0 0 0 0 -0 -0 0 0 0 -0 -0 0 -0 -0 -0 0 0 -0 0 0 0 0 -0 0 0 -0 0.21 0 soft 0 0 -0 0.19 0 mellow 0 -0 0 0 0.17 0 cool 12 2.2 0.19 0 0 0 0 0.15 0 angry 19 3.3 0.17 0 0 -0 0 0.13 0 aggressive 10 1.4 0.14 0 -0 -0 0.11 0 dark 16 3.4 0.22 31% 31.25 44% 44.44 0.09 0 melancholy < 0.09 0 sad 9 7 2.3 2.0 0.25 0.29 25 25% 19% 19.44 11 2.2 0.20 31% 0 -0 0 0 -0 0 0 -0 0 0 0 0 0 0 0 0 -0 0 0 0 -0 -0 0 0 0 0 0 0 0 -0 -0 -0 0 0 -0 0 0 -0 -0 -0 -0 -0 -0 0 0 -0 -0 -0 -0 0 -0 0 0 -0 -0 0 -0 -0 0 0 0 -0 0 0 0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 AVERAGE sad melancholy dark 3 4 5 6 aggressive 0.15 angry cool 0.20 0.18 mellow soft romantic sexy funny happy 8 9 0.12 0.33 10 11 12 13 14 15 16 17 18 0.24 0.24 0.13 0.13 0.11 0.10 0.24 0.24 0.24 0.13 0.13 0.10 0.37 0.16 0.15 0.34 0.15 0.16 0.13 0.13 0.10 0.16 0.16 0.12 0.34 0.15 0.10 0.22 0.13 0.20 0.12 0.27 0.11 0.11 0.10 0.11 0.14 0.23 0.21 0.18 0.16 0.16 0.16 0.09 0.23 0.33 0.21 0.22 0.09 0.16 0.28 0.14 0.16 0.36 00.22 00.32 0 0 0 -0 0 -0 -0 -00.22 -0 00.12 00.16 -0 0 -0 0 0 0 -0 -00.12 0 0 -00.16 -0 0 00.33 0 0.12 00.16 -00.15 -0 0 0 -0 -0 -0 -00.26 00.23 0 -00.21 -0 -0 0 0.14 0.45 0.16 0 -0 0 -0 0 0 -0 0 0 -0 0 0 0 0 0 0 1 0 0 -0 -0 0 0 -0 -0 0 0 -0 -0 0 0 -0 0 16 17 18 19 20 21 22 23 24 25 26 27 -0 0 -0 0 0 0 0 0 -0 -0 -0 1.19 1.19 1.19 1.19 1.19 1.30 1.30 1.30 1.67 1.83 1.83 1.83 0 -0 -0 0 0 0 0 0 -0 0 0 1.28 1.51 1.76 1.76 1.76 1.76 1.76 1.91 1.91 1.91 2.14 2.14 -0 0 0 0 0 0 -0 0 0 0 0 0.72 0.85 0.95 0.95 0.95 0.95 0.95 0.95 0.95 0.95 1.07 1.07 0 -0 0 -0 0 0 -0 -0 0 -0 0 0.44 0.44 0.44 0.44 0.44 0.44 0.44 0.44 0.44 0.44 0.44 0.44 -0 0 0 -0 0 -0 0 -0 -0 -0 -0 00.11 00.20 -0 0 0 0 0.27 0.45 00.26 -0 0 0 -0 0 0.21 0 -0 0 0 0 0 0 -0 0 28 29 30 31 -0 0 -0 1.83 1.83 1.83 1.83 0 -0 0 2.14 2.27 2.44 2.44 -0 0 0 1.07 1.17 1.17 1.17 0 -0 0 0.44 0.44 0.44 0.44 -0 0 -0 0.09 00.19 00.24 -0.06 0.11 0.12 00.10 00.20 0.01 0.10 0.14 0.28 0 -0 0.03 0.00 -0.06 0.29 0 -0 0.13 0.22 -0.01 0 -0 0.07 0.17 -0.13 0 0 0.09 0.02 0.09 0 -0 0.13 0.15 -0.16 32 33 34 35 36 -0 0 -0.17 -0.15 0.22 1.83 1.83 1.83 1.83 1.83 0 -0 0.16 0.01 -0.03 2.56 2.90 3.05 3.05 3.25 -0 0 0.04 -0.11 0.04 1.27 1.49 1.62 1.62 1.62 0 -0 0.06 0.30 -0.14 0.69 0.69 0.69 0.69 0.69 -0 0 -0.13 -0.20 0.09 0.22 0.12 0.23 0.23 0.23 0.57 0.57 0.57 0.68 0.68 0.96 1.06 1.06 1.06 1.17 1.17 1.17 1.31 1.31 1.55 1.75 1.75 1.75 1.75 1.75 1.85 2.06 2.28 2.56 2.56 2.70 2.70 2.70 mellow 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.15 0.15 0.15 0.26 0.26 0.36 0.36 0.36 0.36 0.36 0.36 0.36 0.36 0.36 0.36 0.55 0.78 0.78 0.78 0.78 0.87 0.87 0.87 1.04 1.04 1.40 1.58 1.58 cool 0.28 0.28 0.40 0.40 0.40 0.40 0.40 0.57 0.57 0.73 0.89 0.89 0.89 0.89 0.89 1.06 1.22 1.22 1.22 1.22 1.22 1.22 1.56 1.56 1.56 1.72 1.89 1.89 1.89 1.89 2.05 2.24 2.24 2.24 2.24 2.24 angry 0.00 0.09 0.09 0.26 0.36 0.36 0.53 0.53 0.53 0.74 0.96 1.13 1.22 1.32 1.49 1.71 1.93 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.24 2.46 2.46 2.46 2.57 2.77 2.77 2.77 2.97 3.20 3.20 3.30 1 2 30.00 40.00 50.00 60.14 70.14 80.14 90.28 100.28 aggressive angry NaN NaN dark NaN melancholy NaN sad 0 -0 -0 0 -0 -0 0 3.44 0 -0 3.44 0 0 0 0.32 0.32 0.32 0.32 0.32 0.32 0.32 0.49 0.94 0.94 0.94 1.16 1.16 1.26 1.26 1.26 1.26 1.26 1.26 1.26 1.52 1.75 1.75 1.96 1.96 1.96 1.96 1.96 1.96 1.96 melancholy funny 0 0 0 0 0 0 0 0 0 0 0 -0 -0 0 0 0 0 0 0 0 -0 0 -0 0 0 0 -0 -0 0 0 0 0 1.96 0 2.25 0 2.25 0 2.25 0 2.25 0 2.25 0 0 0 > 0.25 0 0 2.02 0.35 0.57 0.57 0 -0 -0 0.57 0.57 0.80 0 -0 1.01 1.12 0 1.12 0 1.12 0 1.28 0 1.28 0 1.28 0 -0 1.62 1.62 0 -0 -0 -0 -0 1.73 1.89 2.04 2.04 0.00 0.00 0.36 0.36 0.36 0.93 0.93 1.07 1.07 1.07 1.07 1.07 1.07 1.07 1.21 1.21 1.21 1.66 1.82 1.82 0 00.00 00.00 -00.00 00.00 -00.00 00.00 -0 -0 -0 0 -0 0 0 0 0 0 0 -0 -0 0 0 0 0 0 -0 -0 sexy -0sad romantic -0 0 0 0 0 -0 0 0 0 0 -0 0 -0 -0 -0 -0 0 0 0 -0 -0 -0 -0 0 0 -0 -0 -0 0 0 0 -0 -0 -0 0 -0 -0 0 0 -0 0 0 -0 -0 cool -0 0 -0 0 0 angry -0 -0 -0 -0 -0 0 0 0 -0 -0 0 -0 -0 -0 0 aggressive 0 -0 0 -0 -0 0 dark 0 -0 melancholy -0 sad -0 0 2.04 0 2.30 0 -0 sum 2.0 avg 0.17 funny 17 2.3 0.14 1.82 2.02 0 -0 2.02 0 2.02 2.02 0 -0 2.02 0 2.02 0 0 -0 0.25 0 sexy 9 1.4 0.16 0 0 -0 0 0 0 -0 0 0 0 -0 0.23 0 romantic 13 2.5 0.19 12 0 0 0 0 0 0 -0 0 -0 0 0 -0 0 0 -0 0 0 0 -0 0 0 0 -0 0 0 0 -0 0.21 0 soft 0 0 0 0 0 0 0 0 1 0 -0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0.19 0 mellow 0 0 0 0 0 -0 -0 0 0 -0 -0 0 0 0 0 -0 0 0 0 -0 0 0 0 -0 0.17 0 cool 0 -0 0 0 0 0 0 -0 -0 -0 0 -0 0 0.15 0 angry 0 -0 -0 0 0 0 -0 0 0 0 0 -0 0 0 0 0 -0 0 -0 0 0 0 0 -0 -0 0 0 -0 -0 0 -0 0 0 -0 0 -0 0 0 0 0 0 0 -0 -0 -0 0 -0 -0 0 -0 0 0 -0 0 0 0 0 -0 0 0 0 -0 0 0 -0 0 0 -0 -0 -0 0 0 0 0 0 -0 -0 0 -0 -0 0 -0 0 0 -0 0 0 -0 0 0 0 -0 0 -0 0 0 0 0 0 0 0 -0 0 -0 0 0 -0 -0 0 -0 0 -0 0 0 -0 0 0 -0 -0 -0 -0 0 -0 0 -0 0 -0 0 0 0 0 0 -0 0 -0 0 0 0 -0 0 -0 0 -0 0 -0 0 -0 1 2 3 1.8 4 5 6 7 8 9 0.48 happy 0.13 0.24 0.18 0.11 0.13 0.35 0.27 funny 1.5 sexy 1.2 romantic 0.15 soft 0.9 0.50 0.22 0.09 0.6 0.40 0.40 0.16 angry 0.3 0.22 aggressive 0.12 0.15 0.09 0.29 0.28 0.22 sad 0.22 0.13 0.24 13 0.11 0.22 0.40 15 16 0.12 0.26 0.26 18 0.13 0.18 19 20 21 22 23 24 25 26 27 28 29 30 31 0.11 0.12 0.10 0.14 0.25 0.11 0.15 0.17 0.17 0.13 0.16 0.24 0.12 0.13 0.14 0.16 0.15 0.15 0.56 0.22 0.16 0.22 0.26 0.19 0.12 11 1.9 0.17 dark 8 1.8 0.22 31% 30.56 22% 22.22 melancholy < 0.09 0 sad 9 8 2.4 1.5 0.27 0.19 25 25% 22% 22.22 11 2.1 0.19 31% 0 0.35 0.22 0.14 0.25 0.09 0.16 happy funny romantic 0.09 0.15 0.22 0.16 SUM sexy 0.22 0.13 47% 47.22 22% 22.22 aggressive 0.17 0.15 0.21 0 funny romantic 37mellow 38 39 40 angry0.11 0.12 dark sad 0.10 0.14 0.13 1.6 0 0.09 0.13 0.22 0.16 soft mellow cool angry aggressive 0.35 dark 0.30 0.16 0.14 8 34% 34.29 25 25% 0 0 -0 0.17 0.15 0.30 0.25 0.12 0.22 0.09 0.13 0.17 0.25 0.13 0.17 0.11 0.17 0.22 0.09 0.15 0.27 0.21 0.10 36 0.17 0.09 0.13 0.13 0.09 0.11 0.18 0.22 0.24 0.12 0.12 17 0.17 0.33 0.15 14 0.22 0.26 0.29 melancholy 12 0.13 0.13 0.28 0.11 11 0.18 mellow cool 10 0.28 happy sexy 32 33 34 35 soft cool 0.12 0.11 aggressive 0.14 0.10 melancholy 0.19 2.8 0.11 0 0 -0 0.26 1.7 0.13 0 -0 0 0 -0 3.1 9 17 26% 25.71 36% 36.11 0 0 0 2.296 NaN % 33% 33.33 47% 47.22 0 -0 0 0 0 -0 AVERAGE 2.1 0 n 12 0 2.4 dark happy 0 1.82 NaN NaN 1.82 0 1.148 NaN 0 -0 0 -0 0 0 -0 0 0 2.04 0 0 0 3.44 0.13 NaN 0 0.53 0.53 0.53 0.53 0.53 0.65 0.78 0.93 0.93 0.93 0.93 0.93 0.93 0.93 0.93 1.06 1.06 1.06 1.06 1.06 1.06 1.06 1.16 1.36 1.36 1.36 110.28 120.40 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 3.17 0 -0 NaN 3.17 0 -0 0 NaN NaN 3.02 0 -0 NaN NaN 2.57 0 -0 NaN aggressive 0.15 0.23 soft 0 1 mellow -0 -0 -0 NaN cool 0.23 0 -0 NaN mellow 0.19 0.23 0 -0 -0 NaN soft 0.18 0.16 0.23 -0 -0 0 happy dark -0 NaN funny 0.17 0.23 0.13 -0 NaN sexy soft 0.00 -0 NaN romantic Fig. 11. Stairway to heaven (Led Zeppelin): LSA patterns of emotions triggered by the lyrics, separated into sections corresponding to the musical structure of the song (top). Accumulated LSA values for each line of the lyrics (bottom). 0.00 NaN happy 0.24 0.24 0 0.09-0 0 0.170 0.09-0 -00.170 -0 -00.220 0.22-00.16-00.0900.10-00.17 0 0 0 0.140 0 0 0.140 0 -00.12-00.120 0 0 0 0 -0 0 -0 0 0.13-0 -00.22-00.220 -0 0 00.2300.2100.11 melancholy -0 0 0 0.320 0 -0 0 0 0 0 0.18-00.440 -0 -00.23-0 -00.090 romantic 0.36 0.58 0.14 1 0 0 -0 0 0 0 0 -0 -0 -0 0 0 0 0 soft 0 sad mellow -0 -0 0 -0 -0 0 0 -0 0 0 -0 -0 0 -0 0 0 0 cool -0 0 -0 0 0 0 0 0 0 -0 -0 0 -0 0 0 0 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 angry -0 -0 -0 -0 -0 0 -0 -0 -0 0 0 -0 -0 0 0 -0 -0 0.00 0.00 0.15 0.15 0.15 0.15 0.15 0.28 0.61 0.61 0.61 1.19 1.19 1.19 1.19 0 -0 0 -0 -0 0 0 0 0 0 -0 0 -0 0 0 0 0 aggressivehappy 0.00 0.20 0.38 0.38 0.57 0.57 0.57 0.57 0.57 0.81 1.04 1.04 1.04 1.04 1.04 0 -0 0 -0 -0 -0 0 -0 -0 0 -0 0 0 -0 0 0 0 darkfunny 0.24 0.24 0.24 0.24 0.24 0.24 0.24 0.24 0.24 0.36 0.49 0.49 0.49 0.49 0.59 sexy 0 0 0 0 -0 0 -0 0 0 -0 0 0 -0 -0 -0 0 melancholy -0 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.26 0.44 0.44 0.44 0.44 romantic sad -0 0 0 0 -0 -0 0 -0 -0 0 -0 0 0 -0 0 0 -0 0.00 -0 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 0.58 0.19 0.12 0.00 0 NaN SUM 7 -0 -0 0 happyangry 0.2 aggressive 0 0 0 funny 0 dark 0 0 sexy -0 0.00 NaN % 19% 19.44 44% 44.44 25 0 -0 0.26 0 avg 0.26 3.2 33% 33.33 53% 52.78 0 1.0 0 -0 sum 1.8 40 0 -0 romantic 0 n 7 25% 0 0.20 0 happy 40% 0 0.24 0 0.18 0 -0 -0 -0 -0 1.2 > 0.25 0.19 0 sexy 0 1.6 0 -0 happy 1.4 0 -0 2.7 0 -0 -0 funny 0 9 0 -0 2 0 14 0 0 0 34% 34.29 8% 8.333 0 0 0 0.23 0 -0 -0 0 -0 -0 0 0.14 0 0 0 0 -0 0.7 0 -0 0 -0 -0 -0 0 0 0 1.6 0 0 0 -0 -0 -0 -0 -0 -0 -0 -0 0 3 0 dark -0 -0 -0 -0 -0 0 -0 melancholy 0 -0 -0 -0 -0 -0 -0 0 21 12 0 -0 1 -0 sexy 0 -0 1.6 0 0 -0 -0 -0 -0 0 0 0 0 1.8 0 -0 -0 -0 0 0 0 0 -0 -0 -0 -0 0 -0 -0 0 2.0 -0 0 0 -0 0 0 -0 0 0 0 -0 -0 funny 0 0 -0 -0 0 0 -0 -0 -0 0 0 0 0 -0 0 -0 -0 -0 romantic 0 0 -0 0 0 0 0 0 0 -0 0 0 -0 -0 -0 -0 -0 -0 sad -0 -0 0 0 -0 0 0 0 -0 -0 0 -0 -0 0 0 0 -0 0 -0 -0 0 -0 0 0 -0 0 -0 0 0.23 0 -0 -0 0 aggressive -0 0 0 -0 0 0 0 0 0 0 -0 -0 0.25 0 0 -0 -0 cool -0 -0 0 -0 -0 0 0 0 -0 -0 -0 -0 0 -0 -0 0 -0 0 -0 -0 0 0 -0 -0 0 soft 0 0 -0 -0 0 0 0 0 -0 -0 -0 -0 -0 0 0 0 -0 -0 0 0 -0 0 -0 0 0 -0 0 -0 -0 0 -0 -0 0 -0 -0 0 -0 -0 -0 -0 0 -0 -0 -0 -0 -0 0 0 0 mellow 0 -0 -0 -0 0 0 -0 -0 0 0 0 0 0 -0 -0 -0 -0 -0 -0 -0 -0 -0 -0 0 -0 0 0 -0 0 -0 -0 0 -0 -0 0 -0 -0 0 -0 0 0 -0 -0 0 -0 0 -0 -0 0 -0 0 16 0 -0 -0 -0 -0 -0 -0 -0 0 -0 -0 0 -0 0 -0 -0 0 -0 0 0 -0 Semantic contours in tracks based on emotional tags -0 happy romantic 0 -0 -0 0 0 0 0 -0 -0 0 0 0 0.30 0.30 melancholy 0.19 Fig. 12. Such great heights (The Postal Service): LSA patterns of emotions triggered by the lyrics, separated into sections corresponding to the musical structure of the song (top). Accumulated LSA values for each line of the lyrics (bottom) happy 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 0.00 0.00 0.00 0.48 0.48 0.48 0.48 0.48 0.48 0.76 0.76 0.76 0.89 0.89 0.89 0.89 0.89 0.89 1.00 1.12 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.36 1.47 1.59 1.59 1.59 1.70 1.82 1.82 1.82 1.93 2.05 funny 0.00 0.00 0.00 0.13 0.13 0.36 0.36 0.46 0.55 0.55 0.66 0.66 0.66 0.92 1.05 1.05 1.05 1.05 1.15 1.29 1.29 1.29 1.29 1.29 1.44 1.62 1.62 1.62 1.62 1.62 1.72 1.86 1.86 1.86 1.96 2.10 2.10 2.10 2.20 2.34 sexy 0.00 0.00 0.18 0.29 0.29 0.41 0.41 0.41 0.41 0.41 0.41 0.59 0.59 0.77 0.77 0.93 0.93 0.93 0.93 0.93 0.93 1.10 1.10 1.26 1.26 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 1.40 romantic 0.00 0.15 0.51 0.77 0.77 0.77 0.77 0.77 0.90 0.90 0.90 1.12 1.12 1.12 1.12 1.12 1.25 1.25 1.47 1.47 1.47 1.47 1.47 1.47 1.47 1.47 1.47 1.47 1.60 1.60 1.82 1.82 1.95 1.95 2.16 2.16 2.29 2.29 2.51 2.51 soft 0.00 0.50 0.73 1.12 1.12 1.12 1.53 1.53 1.78 2.18 2.18 2.18 2.18 2.18 2.18 2.18 2.18 2.18 2.34 2.34 2.34 2.34 2.34 2.50 2.50 2.59 2.59 2.59 2.59 2.59 2.75 2.75 2.75 2.75 2.92 2.92 2.92 2.92 3.08 3.08 mellow 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.12 0.38 0.38 0.38 0.38 0.38 0.38 0.62 0.62 0.62 0.62 0.72 0.72 0.87 0.87 1.43 1.43 1.43 1.43 1.43 1.43 1.43 1.43 1.52 1.52 1.52 1.52 1.62 1.62 1.62 1.62 1.71 cool 0.00 0.00 0.00 0.28 0.28 0.45 0.66 1.00 1.00 1.00 1.00 1.12 1.12 1.36 1.48 1.58 1.72 1.72 1.87 1.87 1.87 1.87 1.87 1.87 1.87 1.97 1.97 1.97 2.11 2.11 2.25 2.25 2.39 2.39 2.53 2.53 2.67 2.67 2.82 2.82 angry 0.00 0.00 0.00 0.00 0.00 0.22 0.22 0.22 0.22 0.33 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.61 0.82 0.82 0.82 0.82 0.82 0.99 0.99 0.99 0.99 0.99 0.99 0.99 1.21 1.21 1.21 1.21 1.42 1.42 1.42 1.42 1.64 aggressive 0.00 0.00 0.00 0.00 0.00 0.12 0.12 0.12 0.12 0.12 0.12 0.12 0.12 0.12 0.12 0.26 0.42 0.42 0.42 0.42 0.42 0.66 0.82 1.17 1.17 1.31 1.31 1.40 1.56 1.56 1.56 1.56 1.71 1.71 1.71 1.71 1.87 1.87 1.87 1.87 dark 0.11 0.11 0.26 0.26 0.26 0.26 0.55 0.55 0.55 0.76 0.76 0.93 0.93 0.93 0.93 0.93 0.93 0.93 0.93 0.93 1.15 1.15 1.15 1.40 1.40 1.40 1.75 1.75 1.75 1.75 1.75 1.75 1.75 1.75 1.75 1.75 1.75 1.75 1.75 1.75 melancholy 0.00 0.29 0.57 0.79 0.79 0.79 0.79 0.79 0.95 1.21 1.21 1.21 1.21 1.21 1.21 1.21 1.21 1.21 1.51 1.51 1.51 1.51 1.51 1.51 1.51 1.51 1.51 1.51 1.51 1.51 1.82 1.82 1.82 1.82 2.12 2.12 2.12 2.12 2.42 2.42 sad 0.00 0.22 0.35 0.59 0.59 0.59 0.59 0.59 0.59 0.84 0.84 1.03 1.15 1.15 1.15 1.31 1.31 1.31 1.31 1.31 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 1.50 sad 0 1.0279 2.0557 3.0836 22 M.K. Petersen, L.K. Hansen, and A. Butkus four emotional segments, thirteen of the lyrics were correctly identified. Three of the eleven lyrics that were wrongly identified due to LSA failing to distinguish more subtle differences between happy versus mellow, might be improved by adjusting the weights in the additive model which is initially simply summing up al values equally. Similarly other lyrics mistakenly identified as sad instead of happy or the other way around, could be due to a few peaks influencing the balance between positive and negative valence too strongly. Considering how the emotional peaks and valleys of the lyrics, seem to align with the underlying musical structure of the songs, we speculate that extracting emotional components over time might provide a simplified approach to model how we perceive media. We hypothesize that these emotional components reflect compositional forms perceived as patterns of tension and release, which form the dramatic undercurrents of an unfolding structure. As exemplified in the plots of song lyrics each matrix column corresponds to a time window of a few seconds, which is also the approximate length of the high level units from which we mentally construct our perception of continuity within time. Interpreted in that context we suggest that the LSA analysis of textual components within a similar size of time window is able to capture a high level representation of the shifting emotions triggered when we listen to a song. Or from a cognitive perspective the dimensionality reduction enforced by LSA might be interpreted as a simplified model of how mental concepts are constrained by the strengths of links connecting nodes in our working memory. It seems that even if we turn off the sound, the emotional context as well as the overall formal structural elements can still be extracted from media based on latent semantics. References 1. L. B. Meyer: Meaning in music and information theory, Journal of Aesthetics and Art Criticism, Vol.15, pp. 412-424, 1957 2. D. Temperlie: Music and probability, MIT Press, 2007 3. D. Huron: Sweet anticipation: Music and the psychology of expectation, MIT Press, 2006 4. R. Jackendoff and F. Lerdahl, The capacity for music: what is it, and what’s special about it?, Cognition, pp. 33-72, 2006 5. C.L. Krumhansl, Music: A link between cognition and emotion, Current Directions in Psychological Science pp.35-55, 2002 6. K. Jongwha and E. André, Emotion recognition based on physiological changes in music listening, IEEE Transactions on pattern anlysis and machine intelligence:12 pp.2067-2083, 2008 7. M. Levy and M. Sandler, A semantic space for music derived from social tags, Proceedings of the 8th International Conference on Music Information Retrieval, pp. 411-416, 2007 8. X. Hu, M. Bay and S.J. Downie: Creating a simplied music mood classication ground-truth set, Proceedings of the 8th International Conference on Music Information Retrieval, pp. 309-310, 2007 9. D.J. Levitin and V. Menod: Musical structure is processed in “language” areas of the brain: a possible role for Brodmann Area 47 in temporal coherence, NeuroImage, Vol.20(4) pp. 2142-2152, 2003 Semantic contours in tracks based on emotional tags 23 10. C. Calln, V. Tsytsarev, T. Hanakawa, A. Calln, M. Katsuhara, H. Fukuyama and R. Turner: Song and speech: Brain regions involved with perception and covert production, NeuroImage, Vol. 31(3) pp. 1327-1342, 2006 11. S. Koelsch and W.A. Siebel: Towards a neural basis of music perception, Trends in Cognitive Sciences, Vol.9(12) pp. 578-584, 2005 12. N. Steinbeis and S. Koelsch: Shared neural resources between music and language indicate semantic processing of musical tension-resolution patterns, Cerebral Cortex, Vol.18(5) pp. 1169-1178, 2008 13. L.R. Slevc, J.C. Rosenberg and A.D. Patel: Language, music and modularity, Evidence for shared processing of linguistic and musical syntax, Proceedings of the 10th International Conference on Music Perception & Cognition, 2008 14. D Schön, R.L. Gordon, and M. Besson: Musical and linguistic processing in song perception, Annals of the New York Academy of Sciences, Vol.1060 pp. 71-81, 2005 15. V. Gallese: Embodied simulation: From neurons to phenomenal experience, Phenomenology and the Cognitive Sciences, Vol.4 pp. 23-48, 2005 16. V. Gallese and G. Lakoff: The brain’s concepts: the role of the sensory motor system in conceptual knowledge, Cognitive Neuropsychology, Vol.22 pp. 455-479, 2005 17. I. Molnar-Szakacs and K. Overie: Music and mirror neurons: from motion to ‘e’ motion, Social cognitive and affective neuroscience, Vol.1(33) pp. 235-241, 2006 18. L.K. Hansen and L. Feng: Cogito componentiter - ergo sum, In: J. Rocha et al.(eds): Independent Component Analysis and Blind Signal Separation, LNCS 3886, pp.446453, 2006 19. A.J.Bell and T.T.Sejnowski: The independent components of natural scenes are edge filters, Vision Research (37:23), pp.3327-3338, 1997 20. L.Feng and L.K.Hansen: On phonemes as cognitive components of speech, Proceedings of IAPR workshop on cognitive information processing, 2008 21. G.W. Furnas, S. Deerwester, S.T. Dumais, T.K. Landauer, R. Harshman, L.A. Streeter and K.E. Lochbaum: Information retrieval using a singular value decomposition model of latent semantic structure, In: 11th annual international SIGIR conference, pp.465-480, 1988 22. S. Derwester, S.T. Dumais, G.W. Furnas, W. George, T. Landauer and R. Harshman: Indexing by latent semantic analysis, Journal of the American Society for Information Science (41:6), pp.391-407, 1990 23. L.K. Landauer and S.T. Dumais: A solution to Plato’s problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge, Psychological Review, pp. 211-240, 1997 24. J. Cudeiro and A.M. Sillito: Looking back: corticothalamic feedback and early visual processing, Trends in Neurosciences (29:6), pp.298-306, 2006 25. A.M. Sillito, J. Cudeiro and H.E. Jones: Always returning: feedback and sensory processing in visual cortex and thalamus, Trends in Neurosciences (29:6), pp.307-316, 2006 26. J.H.R Maunsell and S. Treue: Feature-based attention in visual cortex, Trends in Neurosciences (29:6), pp.317-322, 2006 27. J. Storbeck and G.L. Clore: On the interdependence of cognition and emotion, Cognition & Emotion (21:6) pp.1212-1237, 2007 28. S. Duncan and L.F. Barret: Affect is a form of cognition: a neurobiological analysis, Cognition & Emotion (21:6) pp.1184-1211, 2007 29. L.F. Barret: Solving the emotion paradox: categorization and the experience of emotion, Personality and social psychology review (10:1) pp.20-46, 2006 24 M.K. Petersen, L.K. Hansen, and A. Butkus 30. C. E. Osgood, G.J. Suci and P.H. Tannenbaum: The measurement of meaning, University of Illinois Press, 1957 31. J.A. Russel: A circumplex model of affect, Journal of personality and social psychology (39:6), pp. 1161-1178, 1980 32. M. M. Bradley and P.J. Lang: Affective norms for English words (ANEW), Stimuli, instruction manual and affective ratings, The Center for Research in Psychophysiology, University of Florida, 1999 33. E. Schubert: Update of the Hevner adjective checklist, Perceptual and Motor Skills (96), pp.1117-1122, 2003 34. M. J. Power: The structure of emotion: an empirical comparison of six models, Cognition & Emotion (20:5) pp.694-713, 2006 35. G. P. Strauss and D.N.Allen: Emotional intensity and categorisation ratings for emotional nonemotional words, Cognition & Emotion (22:1), pp. 114-133, 2008 36. E. Bigand, S. Vieillard, F. Madurell, J.Marozeau and A.Dacquet: Multidimensional scaling of emotional responses to music: the effect of musical expertise and of the duration of the excerpts, Cognition & Emotion (19:8), 2005 37. D.I. Martin and M.W. Berry: Mathematical foundations behind latent semantic analysis, In: Handbook of latent semantic analysis, Erlbaum, 2007 38. W. Kintsch: Comprehension - a paradigm for cognition, Cambridge University Press, 1998 39. E. Pöppel: A hierarchical model of temporal perception, Trends in Cognitive Sciences, (1:2) pp. 56-61, 1997