1600-1699: Measurement and theory

Among the most important problems of the 17th century were those concerned with physical measurement- of time, distance, and space- for astronomy, surveying, map making, navigation and territorial expansion. This century saw great new growth in theory and the dawn of practice- the rise of analytic geometry, theories of errors of measurement and estimation, the birth of probability theory, and the beginnings of demographic statistics and "political arithmetic".

By the end of this century, the necessary elements were at hand- some real data of significant interest, some theory to make sense of them, and a few ideas for their visual representation. Perhaps more importantly, one can see this century as giving rise to the beginnings of visual thinking.

early 1600s

Tables of empirical data, published tables of numbers begin to appear. "Die Tabellen-Statistik," as a branch of statistics devoted to the numerical description of facts- Germany.

Empirical data tables
Added: 2008-07-17

Tables of empirical data, published tables of numbers begin to appear. "Die Tabellen-Statistik,'' as a branch of statistics devoted to the numerical description of facts

1st world map with isogons
Added: 2007-02-01

Le Nautonier portrait Le Nautonier portrait

Le Nautonier's geomagentic map Le Nautonier's geomagentic map

Modern re-creation of the magnetic equator after Le Nautonier Modern re-creation of the magnetic equator after Le Nautonier

Tables, and first world map showing lines of geomagnetism (isogons), used in work on finding longitude by means of magnetic variation. The tables give the world distribution of the variation, by latitude, along each of the meridians

Nautonier:1602 MandeaMayaud:2004
Added: 2007-02-01

Scheiner's pantograph Scheiner's pantograph

The pantograph was invented for mechanically copying a figure on an enlarged or reduced scale

Astronomical pictures
Added: 2007-04-06

Page 9v: craters on the moon Page 9v: craters on the moon

Cover page from Sidereus Nuncius Cover page from Sidereus Nuncius

The first astronomical pictures ever printed, from observations through a telescope, used to illustrate discoveries of craters on the moon, the 4 staelites of Jupiter and a vast number of stars never seen by unaided eyes

Logarithmic tables
Added: 2008-07-17

Two pages from Napier's table of logarithms Two pages from Napier's table of logarithms

Diagram of spherical triangles from Diagram of spherical triangles from

Napier portrait Napier portrait

Linear and logarithmic scales Linear and logarithmic scales

Invention of logarithms, and the first published tables of logarithms.

In 1617, the year of his death, Napier invented a calculating device, called "Napier's Bones," based on logarithms to facilitate multiplication and division. Napier was also the first to describe the systematic use of the decimal point in representing the result of long division.
Trigonometric triangulation
Added: 2008-07-17

Snellius portrait Snellius portrait

First use of Frisius' method of trigonometric triangulation to produce locations of major cities in Holland; foundation of geodesy

In 1621, Willibrord Snell, in Cyclometricus, discovered the law of refraction which says that the ratio of the sines of the angles of incidence and refraction is a constant and the index of refraction varies from one transparent substance to another. This law implies that the velocity of light in a medium is inversely proportional to its refractive index. Cyclometricus was published after Snell's death by Rene' Descartes.
1620 to 1628
Gunter's scale
Added: 2004-11-03

Gunter's scale image Gunter's scale image

Gunter's log scale Gunter's log scale

Oughtred's dual log scale Oughtred's dual log scale

Invention of a mechanical device, containing a logarithmic scale of equal parts and trigonomic functions which, with the aid of a pair of calipers, could be used as a slide rule. This device, called "Gunter's scale,'' or the "gunter'' by seamen, was soon replaced by a true slide rule, containing two parallel logarithmic scales

Babcock:1994 Gunter:1624
1st adding machine
Added: 2004-06-05

reproduction of Schickard's calculating clock reproduction of Schickard's calculating clock

The first known adding machine, a mechanical calculator called the "Calculating Clock.'' It could add and subtract up to six-digit numbers, based on the movement of six dented wheels geared through a "mutilated" wheel which with every full turn allowed the wheel located at the right to rotate 1/10th of a full turn

Added: 2008-07-17

Apparatus for recording sunspots Apparatus for recording sunspots

Scheiner sunspot image Scheiner sunspot image

Visual representations used to chart the changes in sunspots over time. Also, the first known use of the idea of "small multiples'' to show a series of images in a coherent display

Least deviations
Added: 2008-07-17

Galileo portrait Galileo portrait

Statistical analysis of observations on location of Tycho Brahe's star of 1572, based on idea that the most probable hypothesis is the one having the smallest (least absolute value) deviations

Galileo:1632 Hald:1990
Coordinate system
Added: 2008-07-17

Descartes portrait Descartes portrait

Coordinate system reintroduced in mathematics, analytic geometry; relationship established between graphed line and equation

About 1629, Pierre de Fermat discovered that the equation $f(x,y)=0$ represents a curve in the xy-plane. This is the fundamental principle of analytic geometry, and was first published by Descartes in 1637. He also formulated a method for determining the maximim and minimum values which give single solutions for problems which in general have two solutions. This procedure is "almost precisely that now given in the differential calculus''" ''(Boyer 1949:156).
1st data graph
Added: 2008-07-17

Langren image Langren image

First visual representation of statistical data: variations in determination of longitude between Toledo and Rome

Image projection
Added: 2008-07-17

Althanasius Kircher portrait Althanasius Kircher portrait

Invention of the first projection lantern (the magic lantern). [Images were painted on glass and projected on walls. Kirscher, a Jesuit priest, was the last recorded ordained priest openly to concern himself with optics. Henceforth, the art of projecting images was classified as an entertainment and curtailed.]

Theory of probability
Added: 2008-07-17

Pascal portrait Pascal portrait

Initial statements of the theory of probability

1st econometric survey
Added: 2004-11-03

William Petty portrait William Petty portrait

The first large scale attempt at a scientific, economic survey (of the Irish estates confiscated by Oliver Cromwell), perhaps the first econometric study, leading to development of political arithmetic

Petty:1665 Petty:1690
1st text on probability
Added: 2008-07-17

Huygens portrait Huygens portrait

Demographic statistics
Added: 2008-07-17

Cover page of "Natural and Political Observations..." Cover page of "Natural and Political Observations..."

Mortality table, from Mortality table, from

Graunt portrait Graunt portrait

Founding of demographic statistics: Development of the idea that vital statistics (records of christenings and burials in London) could be used to construct life tables. The average life expectancy in London was 27 years, with 65\% dying by age 16

Graunt's work of 1662 is often ascribed to Sir William Petty. The authorship questionhas been discussed by Wilcoxwho concludes that although a portion ofthe work was by Petty, the majority is due to Graunt.
Graunt:1662 Sutherland:1963 Petty:1665 Wilcox:1937
Weather clock
Added: 2008-07-17

Wren portrait Wren portrait

Automatic recording device (the weather clock) producing a moving graph of temperature and wind direction (in polar coordinates)

Bennett:1982 Wren:1750
1st complete census
Added: 2008-07-17

First modern complete demographic census, a record of each individual by name of the 3215 inhabitants of New France

E. H. Godfrey says that this is "a date prior to any modern census, whether European or American'', seeThe returns were fairly complete, giving data on population, sexes, families, conjugal condition, age, profession and trades, and they filled 154 pages. The original copy is now in the Archives of Paris, and a transcript in the Archives of Ottawa.
Godfrey:1918 JohnsonKotz:97
Life table
Added: 2008-07-17

Huygens graph Huygens graph

First graph of a continuous distribution function, a graph of Gaunt's life table, and a demonstration of how to find the median remaining lifetime for a person of given age

Source: correspondence between Huygens and his brother Lodewijk.
Mortality table
Added: 2007-02-01

de Witt portrait de Witt portrait

First attempt to determine scientifically what should be the purchase price of annuities, using mortality tables

Network diagram on a map
Added: 2009-09-16

Adams1679 Adams1679

A map of England showing distances between cities arranged for the use of travellers.

Bivariate plot
Added: 2008-07-17

Halley's graph of change in barometric pressure Halley's graph of change in barometric pressure

Bivariate plot of a theoretical curve derived from observations (barometric pressure vs. altitude), graphical analysis based on empirical data

1st weather map
Added: 2008-07-17

Halley portrait Halley portrait

Halley's wind map, section 1 detail Halley's wind map, section 1 detail

Halley's wind map, 1686 Halley's wind map, 1686

First known weather map, showing prevailing winds on a geographical map of the Earth

International statistics
Added: 2008-07-17

Petty portrait Petty portrait

Use of statistics for international comparisons, e.g., London vs. Rome and London vs. Paris, compared in people, housing, hospitals, etc.

Petty:1687a Petty:1687b
1st mortality tables
Added: 2008-07-17

First real mortality tables, containing the ages at death of a stable sample of individuals under stable conditions (from Breslau Bills of Mortality)

rectangles for probabilities
Added: 2008-07-17

Halley 1893 2D diagram Halley 1893 2D diagram

Halley 1893 3D diagram Halley 1893 3D diagram

Halley's diagram Halley's diagram

First use of areas of rectangles to display probabilities of independent binary events

Halley:1693 Hald:1990