Data
Data is a collection of discrete or continuous values that conveys information, describing the quantity, quality, fact, statistics, other basic units of meaning, or simply sequences of symbols that may be further interpreted formally.
At a glance
Key signals
29% cross fields · reaches 8 more
- Computer Science
- Data Science
- Explanation
- Examples
- Misconception
- Sourced relations 4
- Attribution
Dependencies
What this concept builds on and what it makes possible — derived from the atlas’s dependency, causal and structural relations, not from every related edge.
System context
Datais part ofDatabaseEstablished
data is part of database.
Mechanism: A database is an organised store of data: it structures records so they can be searched, updated and kept consistent at scale.
- Wikidata verifiedmoderate evidence
Datais aInformationEstablished
data is a kind of Information.
Mechanism: Data becomes information when it is interpreted: raw values gain meaning once placed in a context that a person or program can use.
- Wikidata verifiedmoderate evidence
Structural role & consequence
Interpreted from the current atlas graph — what the connections mean, not just how many there are.
Removing this node lengthens the structural route between Computational social science and Geoinformatics from 2 to 7 steps (they stay connected — alternative routes exist).
structural · Structural removal simulation — not a historical or causal counterfactual.
29% of its relationships cross field boundaries, reaching 8 other disciplines — unusual in a discipline where most concepts stay within their field.
structural · Structural graph analysis — not a claim of importance, causation or history.
Currently dark in the atlas: no key date stored · 7 of 7 of its relations lack claim-level evidence.
atlas representation · Describes the current Thinking OS representation, not the state of the world.
Structural neighbourhood: 7 → 26 → 87 concepts reachable within 3 hops.
structural · Structural reach — being reachable is not the same as being understood.
cross-field
5 within-field, 2 cross-field
Strengths & constraints
Constraints
- Evidence coverage currently thin in the atlas — few of its relationships carry claim-level evidence. atlas representation
- No dated history stored — the atlas records no key date for this concept. atlas representation
Conditions
- Read structurally — most of its relationships carry no external evidence yet, so claims here are graph-derived. structural
Seen through each discipline
How this concept sits in each of its fields — derived from its real connections in the graph, not asserted.
Through this lens it connects to Information, Database, Digital humanities and Binary numeral system.
Check yourself
A quick check against a common misconception. Nothing is scored — picking the tempting-but-wrong answer just flags an idea worth revisiting.
Which statement is correct?
Data and information mean the same thing.
Data is raw and unstructured; information is data given meaning by structure and context. A page of random numbers is data; the same numbers labelled as temperatures over a week is information.
Look for: Learner uses 'data' and 'information' interchangeably.
Related ideas to explore
Concepts that look related but are not yet connected here — candidates for a connection to reason about, not established links.
This idea also appears in…
The same structure shows up in other disciplines. These are real recurrences drawn from the graph — a starting point for asking “what carries over, and what changes?”
Information36 disciplines · 29 concepts
Concepts
shares a mental model
shares a mental model
shares a mental model
shares a mental model
shares a mental model
shares a mental model
Data is information stored in a form a computer can work with — numbers, text, images, sound. On its own data is just raw facts; it becomes useful once we organise and interpret it.
Data is symbols recorded for processing; inside a computer everything is encoded as binary. Data becomes information when it is given structure and context, and knowledge when it is connected into something you can reason with.
Mental models at work here
- Connects 7 other ideas across 2 disciplines.
- A cross-disciplinary bridge — its connections reach into 8 other fields.
- Most of its connections are of the “Teaching link” kind.
- It exercises 1 reusable thinking pattern.
Derived from the graph’s real structure — observations, not a score.
Sources
- Wikipedia (English & German editions) verifiedmoderate evidence
- Wikidata verifiedmoderate evidence