Text Analysis / Source notebook
Follow textual cues through the songs, then inspect the words behind every label.
Exploratory text heuristics, not mental states or diagnoses. Family names, including “Depressed”, label lexicon cues only. Scores are occurrence counts, never confidence probabilities. Sarcasm, narrative voice, quotations and metaphor are not resolved.
Song versions
69
Differing versions retained.
Retained lines
3,959
Original physical order; blank/header/timestamp-only lines excluded.
Unclassified
3,524
No active cues, not neutral emotion.
Ambiguous lines
31
Multiple active families or tied primary branches.
Interactive filters require the local analysis data and JavaScript.
Family/branch filters include any active supporting match, not only the primary label; negated cues remain visible in evidence but do not match those filters. Positive compound ≥ 0.05; negative ≤ −0.05; otherwise neutral. VADER polarity is separate from cue families.
Original equal-angle design, not copied artwork. Sector area is not frequency. Arrow keys navigate the wheel; Enter or Space selects. Family buttons and the branch selector offer the same actions.
3,959 lines in the current selection. A line may support several families; Unclassified has no active family.
Each numbered strip is a retained line, colored by heuristic primary family. The text label is also available on focus. Selecting a strip clears other line filters and opens that exact line. Missing numbers are excluded source lines.
Song order follows sorted source paths; lines stay in physical input order. Showing at most 40 line cards at once.
200 Clicks
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
everything nowadays breeds uncertainty
Heuristic primary: Afraid / Insecure · VADER polarity: Negative · compound -0.340
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): Afraid: 1.
I don't need ethanol making shit worse for me
Heuristic primary: Unclassified · VADER polarity: Negative · compound -0.772
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
never ending quest tryna find what works for me
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
I don't even know right now whats hurting me
Heuristic primary: Sad / Hurt · VADER polarity: Negative · compound -0.402
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): Sad: 1.
stimmin with the stilt chill beat thats vibes yea
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
thinking about me and how I need to side step
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
time is factor, i'm an adapter,
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
but if I don't act then I can see demise yeah
Heuristic primary: Unclassified · VADER polarity: Positive · compound +0.421
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
I can see demise yea
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
I can see demise come straight from reprisal
Heuristic primary: Unclassified · VADER polarity: Positive · compound +0.226
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
spit from a system we built with our eyes closed
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
get what you get we were built for survival
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
real question is if I'm fit for survival
Heuristic primary: Unclassified · VADER polarity: Positive · compound +0.361
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
drugs I could get every click on my ride home
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
two hundred clicks my commute can't be mindful
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
distractions exist yea but so does the spiral
Heuristic primary: Unclassified · VADER polarity: Negative · compound -0.128
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
who do you idol, whats their mindset,
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
if can you meet them what time they alive at
Heuristic primary: Unclassified · VADER polarity: Positive · compound +0.382
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
we need to talk more but always be silent
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
we need the listen but never be quiet
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
we paying people to listen who ramble
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
we paying parasites all just to gamble
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
I find it crazy that ChatGPT became
Heuristic primary: Unclassified · VADER polarity: Negative · compound -0.340
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
everyones bestie our network is scrambled
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
guessin this shit politicians will handle
Heuristic primary: Unclassified · VADER polarity: Negative · compound -0.557
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
but tech is evolving this bitch is a hassle
Heuristic primary: Unclassified · VADER polarity: Negative · compound -0.805
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
snake to a bear to a dragon to rassle
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
break in my mind got the key to the castle
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
AI is blind to the dangers its breeding
Heuristic primary: Unclassified · VADER polarity: Negative · compound -0.710
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
stats on employment are fake whatchu reading
Heuristic primary: Unclassified · VADER polarity: Negative · compound -0.477
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
everything changes when ain't no one eating
Heuristic primary: Unclassified · VADER polarity: Positive · compound +0.224
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
it all ends the same thats with everyone bleeding, yuh
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
we don't want that
Heuristic primary: Unclassified · VADER polarity: Negative · compound -0.057
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
I can only change myself
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
this world is crazy though
Heuristic primary: Unclassified · VADER polarity: Negative · compound -0.340
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
I gotta move
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
nanotech classmates 3 years ahead of me
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
they saw a future while I bought Henessy
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
half moved to europe and find it heavely
Heuristic primary: Unclassified · VADER polarity: Neutral · compound +0.000
No competing active label recorded; this is not certainty.
Family occurrence scores (not probabilities): none.
No lexicon cues matched. Unclassified does not mean neutral feelings.
Source repository · Revision:
5285918631d545c0ef78bb30cc68203ddeeca277.
The input is the local working tree. A recorded HEAD commit is provenance, not proof of a clean checkout; linked source may differ from the analyzed text.
69 lyric files → 69 retained song versions; 0 normalized duplicate files are aliases, not extra observations. All versions with differing text are kept. Repeated verses remain counted.
Local UTF-8 text working tree; .git, ._ metadata, symlinks/junctions and non-.txt files excluded. No source is executed or modified.
NFC/casefold letter forms with internal normalized apostrophes; digits, punctuation, underscores and hyphens delimit. Timestamps and standalone section headers excluded. No stemming; stopwords flagged, never removed.
One record per nonblank physical line except standalone headers/timestamps; original text and 1-based line number preserved. No sentence segmentation, even for long paragraphs.
Exact equality after NFC/apostrophe normalization, timestamp/header/blank-line removal and per-line whitespace collapse. Case, punctuation and lyric-line boundaries retained. First sorted path is canonical; aliases excluded from all corpus metrics.
Nonidentical versions, repeated verses and shared phrases remain, so revisions/repetition and collection sizes bias frequencies. Counts are not independent songs or representative language samples.
Custom English lexicon text categories, not diagnosis or an emotion model. Every longest nonoverlapping cue occurrence scores 1 per mapped branch; negated cues score 0 and stay in evidence. Scores are not probabilities; unclassified means no active cues, not neutral feelings.
Suppress on a negator in the preceding 3 tokens, stopping at . ! ? ; : , em dash or contrast words. Internal n't contractions included; 'not only/just' exempt. No inversion, double-negation logic or post-cue negation; multiword cues do not cross clause punctuation.
Sum branch scores by family; choose largest family total then largest branch. Ties use checked-in family/branch order only. All matches and family scores retained; tiedEmotions lists top family ties. ambiguous means multiple active families or tied primary branches.
Exploratory heuristic, not calibrated confidence: no syntax, sarcasm, figurative/slang, speaker or quotation resolution. Family/branch names including Depressed describe text cues only; omissions and false matches are expected.
vaderSentiment on timestamp-cleaned original physical lines (case/punctuation retained); compound/neg/neu/pos are VADER polarity outputs only, not feelings-wheel classification.