Words Over Time / word page
data
A word that turns facts into infrastructure.
Given facts / collected records / processing systems / platform traces / training material / contested ground.
- ngram
- 1630-2022
- index
- 1630-2026
- panels
- 2
- stems
- 32
01
Historical Index
02
Socialized Data
03
Grammatical Route
04
Cross-Pressures
entry note
Data begins as something given: facts, observations, premises for argument. It becomes something collected, stored, processed, mined, and used to train systems. This page traces that turn through four charts: a historical index, a platform-era social acceleration, a grammatical shift, and a map of contested pressures.
01 / historical index
A Historical Index of Data
Data has always been an infrastructural term. This chart reads that fact through a dual-panel timeline: long formation above, contemporary acceleration below. The split keeps recent density visible without letting it swallow four hundred years of systematic thinking about facts, evidence, and counted things.
Chart 1 / historical index
This index traces how data moves from given facts into systems of collection, processing, storage, governance, and training. The upper panel shows long formation; the lower panel expands the contemporary period where terms and relations accelerate.
display basis
2 panels / 32 stems
Time spacing is density-weighted; frequency remains background context.
panel a ends
2005
Around 2005, data moves from database-era infrastructure into web-scale, platform, governance, and AI contexts.
panel b begins
2005
how to read
Each panel uses a density-weighted time scale, lane system, and function band. Stems connect terms to functions; hover a term or arc to read the relation paths.
caveat
Frequency and visibility are based on printed-language and curated lexical evidence. The index shows historical relations, not strict causality.
03 / grammatical route
From Datum to Data
This chart follows a grammatical route. From datum as singular item to data as plural form, and from data are to data is, it traces how a language of countable facts became a language of mass infrastructure. The grammatical shift is not incidental: it records what the infrastructural turn felt like from the inside of language.
Chart 3 / grammatical route
From datum as a singular given to data as a plural form, then into two coexisting routes: formal plural evidence and singular or mass infrastructure.
route basis
2 rails / 12 nodes / 8 major
Coordinates are curated; the route is conceptual, not a calendar axis.
Read left to right - upper rail: plural evidence / lower rail: singular infrastructure
hover nodes or arcs
Caveat: This chart reads a usage shift, not a rule change. Printed-book frequencies indicate visibility and remain genre-sensitive.
once the grammar shifted, so did the stakes.
04 / cross-pressures
The Cross-Pressures of Data
Modern data is not pulled in only one direction. It can be attached to persons, bounded by control, mobilized as scientific evidence, and judged through ethical responsibility. These are not competing errors about what data really is. They are simultaneous functions that the word now carries, and this chart maps them as a field rather than a hierarchy.
synthesis
The pressures mapped in this final chart do not resolve; that is the point. A word once used to record given facts now carries incompatible claims: personal attachment, institutional restriction, scientific mobilisation, ethical accountability. No single domain stabilises it. The cross-pressures field maps where the word now lives, and how thoroughly the three earlier histories have altered what it means to use it.