Find related topics. | Discover entities. | See connections. | Build a topical map.
Building topical map: Starting…
Bad Witch: Music, Members & Companies
Bad Witch is the ninth studio album by the American industrial rock band Nine Inch Nails, released by The Null Corporation and Capitol Records on June 22, 2018. It is the last of a trilogy of releases, following their two previous EPs Not the Actual Events (2016) and Add Violence (2017). As with the previous releases in the trilogy, it was produced by…
Use the mouse wheel or two fingers (on touchscreens) to zoom in and out of the map.
More settings
Bad Witch topic overview
The analysis highlights Music, Members and Companies as prominent areas in the source structure around Bad Witch.
Related topics
31
Source areas
6
Connected nodes
37
Extracted relationships
77
Concept neighborhoods
10
Bridge connections
37
What this topic covers Research coverage
Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.
Overview · 13 topics
Critical reception · 11 topics
Composition · 3 topics
Personnel · 2 topics
Background · 1 topics
Release · 1 topics
Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.
Key facts & relationships
High-confidence facts extracted from structured source data. Use them as anchors for further research.
Genre
Industrial rock
Labels
The Null Corporation · Capitol
Length
30:11
Producers
Trent Reznor · Atticus Ross
Released
June 22, 2018 (2018-06-22)
Explore all related topics Closing gaps
A structured outline of related entities, concepts and subtopics. Open any item to build a new map centered on it.
Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.
Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.
How Bad Witch connects Entity context
Entity context groups extracted connections by relationship type. Counts show recurrence in the analyzed source; the examples are research signals, not claims about importance.
The extracted context around Bad Witch shows recurring relationship patterns in the source. For example, Bad Witch → Actual Events, Add Violence, After, As, Atticus Ross, David Bowie, December, EP, EPs, Following, It, July, Musically, Nine Inch Nails, Not, Regarding, Reznor, The, Those, Trent Reznor Another extracted example is Bad Witch → Add Violence, Bowie's, Bowie's Blackstar, Door, God Break Down, Goddamned Part, I'm Not, Musically, Nine Inch Nails, Others, Out, Over, Play, Quake, Reznor, Reznor's, Ross, Several, The, The Background World. Use these groups to spot repeated connection types before inspecting the individual relationships.
Bad Witch
Top relations
related to background· 22
Bad Witch → Actual Events, Add Violence, After, As, Atticus Ross, David Bowie, December, EP, EPs, Following, It, July, Musically, Nine Inch Nails, Not, Regarding, Reznor, The, Those, Trent Reznor
related to Composition· 22
Bad Witch → Add Violence, Bowie's, Bowie's Blackstar, Door, God Break Down, Goddamned Part, I'm Not, Musically, Nine Inch Nails, Others, Out, Over, Play, Quake, Reznor, Reznor's, Ross, Several, The, The Background World
related to Critical reception· 22
Bad Witch → According, AllMusic's Neil, Broken, Drowned, For, George Garner, Metacritic, Nine Inch Nails, NME, Pitchfork, Reznor, Sam Sodomsky, Sound's Christian Cottingham, Spencer Kornhaber, Terence Cawley, The Atlantic, The Boston Globe, The Downward Spiral, The Independent's Ilana Kaplan, Tom Connick
Labels· 2
Bad Witch → Capitol, The Null Corporation
Producers· 2
Bad Witch → Atticus Ross, Trent Reznor
is a· 2
Bad Witch → concise album that utilizes aggressive instrumentation and vocals associated with industrial rock, ninth studio album by the American industrial rock band Nine Inch Nails
related to Personnel· 2
Bad Witch → Credits, Nine Inch Nails
Genre· 1
Bad Witch → Industrial rock
Length· 1
Bad Witch → 30:11
Released· 1
Bad Witch → June 22, 2018 (2018-06-22)
Important terminology
Frequent words and multi-word phrases across the lead, headings, infobox and body. Useful for terminology coverage.
Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.
Bad Witch relationships Subject–Predicate–Object triples
Relationships are represented as Subject → Predicate → Object triples. Confidence describes extraction strength, not the real-world importance of a relationship; lower-confidence rows may be contextual rather than explicit.
TTTA extracted 77 structured relationships around Bad Witch. Examples in this analysis include Bad Witch → Genre → Industrial rock and Bad Witch → Labels → The Null Corporation. The table shows each extracted connection, where it came from and its confidence.
Subject
Predicate
Object
Confidence
Src
Bad Witch
Genre
Industrial rock
1.00
infobox
Bad Witch
Labels
The Null Corporation
1.00
infobox
Bad Witch
Labels
Capitol
1.00
infobox
Bad Witch
Length
30:11
1.00
infobox
Bad Witch
Producers
Trent Reznor
1.00
infobox
Bad Witch
Producers
Atticus Ross
1.00
infobox
Bad Witch
Released
June 22, 2018 (2018-06-22)
1.00
infobox
Bad Witch
is a
ninth studio album by the American industrial rock band Nine Inch Nails
0.90
text
Bad Witch
is a
concise album that utilizes aggressive instrumentation and vocals associated with industrial rock
0.90
text
Bad Witch
related to background
Nine Inch Nails
0.60
section
Bad Witch
related to background
EPs
0.60
section
Bad Witch
related to background
Not
0.60
section
No triples extracted yet.
Related concept clusters Concept neighborhoods
Concept neighborhoods group terms that sit near one another in the extracted graph. They are useful for discovering adjacent language and context, but proximity does not by itself imply a factual relationship.
The concept neighborhoods around Bad Witch bring nearby vocabulary together. In this analysis, examples include Witch, Album and Rock. Use the clusters to find adjacent concepts and terminology that may deserve separate research.
Bad Witch
Witch
Album
Rock
Band's
Industrial
Track
Release
Reznor
Eps
Released
Add
Studio
bad witch
Witch
Album
Rock
Band's
Industrial
Track
Release
Reznor
Eps
Released
Add
Studio
nine inch nails
Inch
Nine
Nails
Previous
Saxophone
Industrial
Rock
Released
Track
Atticus
Ross
Trent
add violence
Violence
Trilogy
Eps
Releases
Track
Break
Charts
Door
Final
God
Rock
Two
atticus ross
Ross
Trent
Reznor
Track
Saxophone
Studio
Nails
Trilogy
Inch
Nine
Break
Charts
eps
Add
Violence
Trilogy
Break
Charts
Door
God
Rock
Two
Industrial
Long
Released
industrial rock
Rock
Released
Inch
Nine
Nails
Break
Charts
Door
Eps
God
Two
Witch
trent reznor
Ross
Reznor
Trent
Trilogy
Track
Saxophone
Witch
Bowie's
Final
Work
Break
Charts
Connections between topic areas Semantic bridges
Semantic bridges connect parts of the graph that would otherwise be more separate. A bridge is a structural signal in this analysis, not a claim that the two topic areas are equivalent.
For Bad Witch, one of the stronger structural bridges in this analysis connects Bad Witch with Overview. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.
Number of nodes, edges, triples, density and central hubs. Use it to gauge the size and connectivity of the map.
Bad Witch
Nodes38
Edges37
Triples77
Avg. degree1.95
Density0.052632
Components1
Source & methodology
TTTA analyzes the structure around Bad Witch to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Music, Members & Companies, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.
