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[CALL] For Curious Cases of Words' Histories

POSTED BY: Vitaliy Kaurov
33 Replies

A few key sciences

Medicine leads strongly much above even mathematics.

WordFrequencyPlot[{"chemistry","geology","physics","mathematics","astronomy","biology",
"botany","zoology","genetics","medicine","ecology","anthropology"},"YearStart"->1950]

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POSTED BY: Vitaliy Kaurov
POSTED BY: Vitaliy Kaurov
POSTED BY: Martijn Froeling

Which temple?

The fall of religion to philosophy, the rise of information, data and technology, the drama is evolving ;-) Note the usage of "technology"|"tech" which adds the frequencies of both. Anyone who read "American Gods" by Neil Gaiman might relate.

WordFrequencyPlot[{"science","technology"|"tech","religion","philosophy",
"sense","wisdom","reason","wit","logic","truth","information","data","knowledge"}]

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POSTED BY: Vitaliy Kaurov
Posted 7 years ago

Added "virus"....curious how that might correlate with "computer virus."

WordFrequencyPlot[{"disease", "illness", "malady", "sickness", 
  "syndrome", "ailment", "affliction", "flu", "fever", "epidemic", 
  "plague", "infection", "virus"}]

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POSTED BY: Null Null

When something is wrong with a human

I was curious to see the vocabulary related to description of issues with human health. Excluded words like "disorder" which have too much wait form non-medical domains.

WordFrequencyPlot[{
"disease","illness","malady","sickness","syndrome","ailment",
"affliction","flu","fever","epidemic","plague","infection"}]

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POSTED BY: Vitaliy Kaurov
POSTED BY: Henrik Schachner

North, South, East, West

WordFrequencyPlot[{"north", "south", "east", "west"}, "Scaling" -> "Log"]

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I was a bit surprised to see south is dominating north considering that the later is a standard and "the fundamental direction" in various geography, cartography, GIS, etc. applications and conventions. South surpassed north around 1900.

POSTED BY: Vitaliy Kaurov
Posted 7 years ago
POSTED BY: Frederick Wu

Programming Languages

WordFrequencyPlot[{"Wolfram", "Mathematica", "Fortran", "Cobol", 
  "HTML", "CSS", "Ruby", "JavaScript", "PHP", "Matlab", "LabVIEW", 
  "Python", "Java", "Swift"}, "Scaling" -> "Log"]

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Transportation

WordFrequencyPlot[{"airplane", "car", "train", "speed"}]

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POSTED BY: l van Veen

Curiosity killed the cat:

WordFrequencyPlot[{"curiosity", "cat"}]

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POSTED BY: Jan Brugard
POSTED BY: Marco Thiel

War and Peace

Apparently "Peace" is not as talked about (or written about) as "War"...

WordFrequencyPlot[{"war", "peace"}]

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Earth and Space

Or perhaps running out of options for peace on earth, space becomes the next frontier...

 WordFrequencyPlot[{"earth", "space"}]

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POSTED BY: John Doty

Is money the root of all evil?

I just wondered if money was the root of all evil. I'm not great with math, so I wasn't sure how to get the square or cube root of the values for money to see if they aligned with the value for "evil" at a certain point in history. However, "evil" is not mentioned as frequently as "money", so I don't think "money" is any root of "evil". It might be the other way around though.

WordFrequencyPlot[{"money", "evil"}]

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POSTED BY: Dorothy Evans
POSTED BY: Lynda Sherman
POSTED BY: Vitaliy Kaurov
Posted 7 years ago

Recession word frequency vs actual recessions

Let's plot the frequency of the word "recession".

WordFrequencyPlot[{"recession"}, "Scaling" -> "Log"]

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The federal reserve bank in St. Louis keeps a set of indicators which includes the recession periods since 1854.

fred = ServiceConnect["FederalReserveEconomicData"];
usrec = fred["SeriesData", "ID" -> "USREC"];
recWord = WordFrequencyData["recession", "TimeSeries", {1854, Now}];
recLogWord = TimeSeriesMap[Log, recWord];
{min, max} = {Min[#], Max[#]} &@recLogWord["Values"];
recScaled = 
 MovingAverage[TimeSeriesMap[Rescale[#, {min, max}] &, recLogWord], 3];
DateListPlot[{recScaled, usrec}, Filling -> Axis, ImageSize -> Large, 
 FrameTicks -> {Automatic, None}, 
 PlotLegends -> {"recession word freq(Log)", "Recessions"}, 
 PlotRange -> {{DateObject[{1854}], DateObject[{2010}]}, {0, 1}}]

enter image description here

POSTED BY: Diego Zviovich
Posted 7 years ago

World Powers

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POSTED BY: Diego Zviovich
Posted 7 years ago

Political Systems

WordFrequencyPlot[{"capitalism", "nationalism", "socialism", 
"communism", "fascism", "populism"}]

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POSTED BY: Diego Zviovich
POSTED BY: Dent de Lion

Western Thinking

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POSTED BY: Dent de Lion
POSTED BY: Dent de Lion

There is one more with wh:

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and the popular names show the importance of doing:

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POSTED BY: Dent de Lion
POSTED BY: Gustavo Delfino

Trigonometry and Calculator

WordFrequencyPlot[{"trigonometry", "calculator"}]

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It's a pretty well-know fact and self-evident that calculators have ruined trigonometry.

Smartphone, iPhone, Apple, Samsung, Orange

WordFrequencyPlot[{"iPhone", "Smartphone", "Samsung", "Apple", 
  "Orange"}, "Scaling" -> "Log"]

enter image description here

People back in 1900 didn't think iPhone was the best phone ever. But if you think Apple is the best company ever, have you ever tried Orange? Way more stable and reliable.

I didn't resist in a humorist take in this thread.

POSTED BY: Thales Fernandes
Posted 7 years ago
POSTED BY: Null Null
Posted 7 years ago
POSTED BY: Null Null
POSTED BY: Vitaliy Kaurov

The Five Basic Senses

There are five basic senses: touch, sight, hearing, smell and taste. I remember reading somewhere that the maximal information flow human experience normally is due to the vision. The diagram below reflects on that, - note it is a logarithmic scale, - word "see" is much more frequent than others (Although it can have other meanings too, besides the direct act of vision itself, like "understand" etc. But so can other words too.). Note curious fall of "taste" below "hear" and "touch".

WordFrequencyPlot[{"see", "hear", "touch", "taste", "smell"}, "Scaling" -> "Log"]

enter image description here

POSTED BY: Vitaliy Kaurov

Benford's Law

I wanted to start from something spectacular in its simplicity - demonstration of Benford's Law. From MathWorld:

Benford's Law is a phenomenological law also called the first digit law, first digit phenomenon, or leading digit phenomenon. Benford's law states that in listings, tables of statistics, etc., the digit 1 tends to occur with probability ?30%, much greater than the expected 11.1% (i.e., one digit out of 9). Benford's law can be observed, for instance, by examining tables of logarithms and noting that the first pages are much more worn and smudged than later pages.

Surprisingly, this law holds not only for the digits usage in texts, but also for the word-names of the digits, - see plots below. It would be nice to hear any explanations of this.

WordFrequencyPlot[ToString /@ Range[0, 9]]

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Log scaling of vertical axis

WordFrequencyPlot[ToString /@ Range[0, 9], "Scaling" -> "Log"]

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Direct plot of digit "names"

WordFrequencyPlot[IntegerName[Range[0, 9]]]

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Log scaling of vertical axis for digit "names"

WordFrequencyPlot[IntegerName[Range[0, 9]], "Scaling" -> "Log"]

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POSTED BY: Vitaliy Kaurov
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