It's decision time. Three, maybe four years of painstaking work have come down to this moment. You're about to print your thesis. But before you click ‘print', you have an important choice: What font should I pick?
Data Simplification: Taming Information With Open Source Tools, Data scientists should familiarize themselves with LaTeX formula notation. The following short python script takes the sample size formula, in ascii notation, Before Python 3.6, you had two main ways of embedding Python expressions inside string literals for formatting:%-formatting and str.format. Looking for Thought fonts? Click to find the best 4 free fonts in the Thought style. Every font is free to download! Overall it suffers from the fact that Microsoft chose to make the sans-serif Calibri the default font in Office, leaving Cambria as an unused, slightly odd cousin, but the maths version mixes well with it.
Have a look at the three choices in the banner above. Can you pick a favourite? Which is the worst? What if you're writing a school textbook: do you want something formal or friendly? Familiar or bespoke?
If we are to find our perfect maths font, we first have to examine the challenges we face when we try to print mathematics.
Why type designers have their work cut out for them
Mathematics lives in a special world for typesetting (the name of the process given to putting letters on pages), thanks to its multitude of symbols and odd placements. Not only that, but good mathematics is about clear communication. I like to think of fonts as the accent of a piece of writing, setting the tone for what you're saying, so you don't want to confuse your reader by effectively saying it in a weird accent or mispronouncing the odd word.
You might think that it's not that difficult to typeset mathematics: surely you just choose the appropriate size of an existing font and put the characters in the correct places. But there's a lot more to it than that. Some things you might want to consider when using a font for mathematics:
Compare a-alpha-v-nu in, (a) Times New Roman, (b) XITS, a version of Times New Roman for maths, (c) Computer Modern, the default typeface in LaTeX, (d) Arial
- Are the letters distinct from each other? (see the comparisons between a-alpha-v-nu on the right)
- Do the letters look like what you expect them to? (is your phi going to look like $phi$ or $varphi$?)
- Can you read small characters clearly? (compare x2/x²/$x^2$)
- Does the maths fit well with the text?
Text v maths
When designing a font for text, a common consideration is kerning: how well certain letters fit together. Modern word processors have keming algorithms into them, even sometimes applying ligatures: special combinations of letters that naturally occur together. Most fonts have an ‘fi' ligature, so let's look at an example in Times New Roman.
The letters ‘fit' in italic Times New Roman, (a) with ligatures, (b) without ligatures, (c) with extra spacing, (d) in a special mathematics version ('XITS')
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The second example is Times New Roman's natural italic, which has an awkward bumping at the top between the tops of the ‘f' and ‘i'. The use of a nice ligature (the first example) makes the word look neater. Of course, in mathematics, this would be terrible! In algebra, each letter has a separate meaning: combining them into one symbol would be especially confusing. In fact, we want to go the other way, spacing the letters out so they definitely don't touch! Doing so gives us the third example, but then notice how the ‘f' looks especially wide? The use of an adapted Times New Roman for maths, XITS, gives us an ‘f' which is tucked in more neatly at the ends, making it stronger as an individual letter than as part of a word.
Open wide, say 'aaaaaaaa': all these letters have different meanings
Say aaaaaaaa
When designing a typeface, you design not just one font but many: you need an italic, a bold, a bold-italic, and maybe more: a typeface is a family of fonts. In maths, matters of style require that certain types of variables are typed in a certain way. For example, the international standard suggests that
- variables should be italic,
- functions should be upright (roman),
- vectors should be bold italic,
- tensors should be sans-serif bold italic.
Take a look at the eight ‘a's to the right. The different styles (fonts) all mean different things! So not only is it important that we have all the variants, it's also important that they are clearly distinct.
Can a font be convincing?
The survey found Baskerville to be the most agreeable, and least disagreeable font. (Graph from data, when compared to Trebuchet)
In 2012, documentary filmmaker Errol Morris, with psychology professor David Dunning, ran an experiment on the New York Times website, presenting visitors with a claim about the Earth's safety from asteroid collisions and asking them to state whether they believed the claim to be true. Unknown to the visitors, the claim was presented in one of six fonts, chosen randomly. Would visitors be more likely to believe some text just because it was written in a certain font?
Math Fonts For Windows
The results were interesting: if you agreed, you would agree most strongly with Baskerville, a traditional serif typeface, most seen in old books. And if you disagreed, you agreed least strongly with… Baskerville. The worst-performing was, perhaps unsurprisingly, Comic Sans.
Almost as agreeable as Baskerville was Computer Modern, the default typeface of the typesetting system LaTeX. When asked to comment on these results, Dunning suggested that Baskerville had a form of ‘gravitas' that the others lacked. But what gives a fonts its gravitas? Is it inherent, or is it inherited from its uses?
Beautiful mathematics
Here are samples from six different typesetting systems:
You're seeing the output of six systems using different fonts:
- Official Chalkdust font editor's handwriting, using black Parker fountain pen on the back of a page-a-day ‘365 stupidest things ever said' calendar,
- Professional typesetting, from a 1954 UCL maths exam paper,
- Typewriter, from a 1985 exam paper, in a monospaced font,
- Microsoft's pre-2007 equation editor, using Times New Roman,
- Microsoft's post-2007 equation editor, using Cambria Math,
- LaTeX, using Computer Modern.
Early days
For many years, it was very difficult to type mathematics in a neat way without resorting to professional typesetting services. Until the late 1970s, it was typical for academics to handwrite their articles, and send it off to the publishers to be put together there. The output, as you can see in sample 2, is beautiful. Individual characters were chosen from metal cases, slotted together carefully, before being lightly coated with ink and stamped onto paper. Download scarlet heart ryeo sub indo. The care of the typesetter was clear, but it led to a high number of mathematical typos, as they weren't necessarily mathematically trained. This isn't unreasonable: imagine being asked to typeset, by hand, a page of Russian!
The takeover of the typewriter meant that academics could start producing professional-looking, typewritten texts in-house. Suddenly everything is much cheaper; instead of giving the handwritten script to a possibly mathematically-illiterate printing house, you could give it to your secretary to type up. The quality of papers from a mathematical typo perspective increased greatly, but look what they produced in sample 3. Isn't it awful?! There was only one font, and one font size (look at that terrible sigma). Spacing was a constant fudge, and if you wanted a more obscure symbol (possibly even a Greek letter on some machines), you'd have to handwrite it in. Ugly stuff.
Things didn't really improve until desktop computers came along. Jumping ahead a few years, Microsoft Word has included an equation editor since 1992, but until 2007, it was incredibly poor and clunky to use, choosing to take fonts for text, and merely resizing them to put them in their place. See how in sample 4, the summation symbol is far thicker than the rest, and the ‘2' is so high above the ‘n'? This is because Times New Roman, as we've seen, isn't by default optimised for maths. By bringing it down, as samples 5 and 6 do, you keep readability without creating an unbalanced equation. And look at the first sample in the Cauchy integral equations at the top of this blog (they use the systems from samples 4–6): the integral sign is far too small, and the circle is off-centre! Poor show.
Bastion of truth
A typical LaTeX experience: code on the left, output on the right
Now look to sample 6. Scientists have used the LaTeX typesetting system (and its earlier version, TeX) since the early 1980s. It's code-based, so you write your document using lots of commands around your text, but its users say you get used to it, and that it's worth it for its beautiful output. You can even write an excellent mathematics magazine in it. In the example above, do you see how the ‘1' under the summation symbol is squatter than the ‘1' on top of the fraction? It's not just smaller; it's fatter, keeping its width for legibility so that it remains small but not out-of-place with the rest of the symbols.
Due to its ubiquity and excellence in printing mathematics, Computer Modern, the default font LaTeX uses, is the face of authority. University course notes, academic papers, theses: Computer Modern is there! We get back to the agreeableness of Baskerville above: perhaps people trust this font because trusted people use this font. And this isn't unreasonable! Recall that fonts are like accents: you would certainly believe an English accent if they're telling you about tea, or a Canadian accent if they're giving tips for making maple syrup.
'Do I have to read this, it's so uggglllyy and done in Worrrrdd.' Supervisor: 'Yes Adam it's important for your research' 🙁 (Source)
All the sentimentality for Computer Modern often means its problems are often overlooked. I mean, it's 2015 and mathematicians aren't using WYSIWYG word processors, for crying out loud! Even more than that, look back to the sample at the top of this blog. On the printed page, Computer Modern looks great, but on the screen, the thin strokes (on the ‘n' above) mean that it renders very poorly at typical text sizes, particularly on computers using Windows. It's also very wide, and to people who aren't used to seeing it, makes them wonder ‘why isn't this Times?'.
A challenger
In Office 2007, Microsoft introduced Cambria into their new equation editor, to try to combine the good points of LaTeX with the good points of Word and newer font technology. The result is good: sample 5 shows a font that has different versions for different heights (note the different ‘1's as mentioned above), as well as keeping the font thick enough so that it renders well at small sizes. Overall it suffers from the fact that Microsoft chose to make the sans-serif Calibri the default font in Office, leaving Cambria as an unused, slightly odd cousin, but the maths version mixes well with it.
Mix and match
I am, of course, mixing your choice of typeface with your choice of typesetting system. It's surprisingly difficult to change your typeface once you've chosen your system, but it is possible. There's no reason why you can't mix the beauty of the LaTeX system with the tradition of Times New Roman (under its adapted-for-maths version!), or indeed the ease-of-use of Office's equation editor with the familiarity of Computer Modern.
Two years ago I took part in a brain-scan study to try to see how mathematicians view beauty in equations. All of the equations were produced in Cambria. I am convinced that we would have been much more sympathetic to the particularly ugly equations if they had been instead in Computer Modern.
The perfect maths font is that which conveys your message with the authority it demands. You might have read the 36 methods of mathematical proof, and I request an addition. For when it's too beautifully typeset to be wrong: proof by LaTeΧ.
[Small clarity edits made on 19 August 2015 following feedback from Reddit's maths subreddit]
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latex in python
python print latex
scientific expression latex
python subscript
scientific e notation latex
siunitx
latex notation scientifique
Using format strings in Python I can easily print a number in 'scientific notation', e.g.
What is the simplest way to format the number in LaTeX format, i.e. 1times10^{+09}?
The siunitx LaTeX package solves this for you by allowing you to use the python float value directly without resorting to parsing the resulting string and turning it into valid LaTeX.
When the LaTeX document is compiled, the above code will be turned into . As andybuckley points out in the comments, the plus sign might not be accepted by siunitx (I've not tested it), so it may be necessary to do a .repace('+', ')
on the result.
If using siunitx
is somehow off the table, write a custom function like this:
Testing:
1.5e-10 style scientific notation looks ugly in LaTeX math mode , Notebook sets MathJax up automatically, so no idea what packages they use). Context: floating point numbers and numerical programming. For Then if -4 <= exp < p, the number is formatted with presentation type ‘f' and precision p-1-exp. Otherwise, the number is formatted with presentation type ‘e' and precision p-1. In both cases insignificant trailing zeros are removed from the significand, and the decimal point is also removed if there are no remaining digits following it.
You can write a frexp10
function:
Formatting in LaTeX style is then:
Writing mathematical expressions, You can use a subset TeX markup in any matplotlib text string by placing it Fractions, binomials, and stacked numbers can be created with the This is useful, for example, to use the same font as regular non-math text for math text, by setting it to regular . Download Python source code: mathtext.py. $ python format_floats.py 12.30 12.30000 The output shows the number having two and five decimal places. Python f-string format width. The width specifier sets the width of the value. The value may be filled with spaces or other characters if the value is shorter than the specified width.
Install num2tex:
and use it as so:
num2tex
inherits from str
so the format
function can be used in the same way.
You can also change the format of the exponent by using num2tex.configure()
(adding this in response to @Matt's comment).
As of now this is undocumented in the GitHub, I'll try to change this soon!
Disclaimer: After using (and upvoting) Lauritz V. Thaulow's answer for a while (for Jupyter, Matplotlib etc.) I thought it would be better for my workflow to write a simple Python module, so I created num2tex on GitHub and registered it on PyPI. I would love to get some feedback on how to make it more useful.
Python string format examples, Decimal-point alignment is accomplished by fixing the field width, which is set by placing a number before the decimal point in the format string. We can also write float point number using scientific notation. The numbers written in the form a x 10^b is known as scientific notation. Scientific notation is quite useful for writing very small or very large numbers. For example, float 0.000000123 can be written succinctly in Scientific notation as 1.23 x 10^-7. Python uses special syntax to
LaTeX - Mathematical Python, Jupyter notebook recognizes LaTeX code written in markdown cells and renders the symbols in the browser using the MathJax JavaScript library. Write LaTeX code to display the Prime Number Theorem. lim x → ∞ π ( x ) x log ( x ) = 1. The siunitx LaTeX package solves this for you by allowing you to use the python float value directly without resorting to parsing the resulting string and turning it into valid LaTeX. >>> print ' um{{{0:.2g}}}'.format(1e9) um{1e+09} When the LaTeX document is compiled, the above code will be turned into .
Mathsfont For Thought Process
Data Simplification: Taming Information With Open Source Tools, Data scientists should familiarize themselves with LaTeX formula notation. The following short python script takes the sample size formula, in ascii notation, Before Python 3.6, you had two main ways of embedding Python expressions inside string literals for formatting: %-formatting and str.format(). You're about to see how to use them and what their limitations are. Option #1: %-formatting. This is the OG of Python formatting and has been in the language since the very beginning.
Complex text formatting in Matplotlib using LaTeX, To create complex text formatting in Matplotlib we have to use LaTeX. Everything was tested on Ubuntu 14.04 LTS and Python 3. At the moment the Axis (ie the numbers along the X and Y axis) will be in the default sans-serif font: Consequently, I define the maths font using the unicode-math package. If True, format the number according to the current locale. This affects things such as the character used for the decimal separator. If False, use C-style (English) formatting. The default setting is controlled by the axes.formatter.use_locale rcparam. useMathText: If True, render the offset and scientific notation in mathtext
Comments
Free Math Font
- I don't think
1^{+09}
is quite the output you want, but anyway. - True, of course I meant 10^{+09}
- Nice solution! This does what's asked for, however it's not normal to include a + sign or leading zero in the exponent when formatting for mathematical correctness (cf. the siunitx output above). Also, due to the
times
command it's a good idea to use a raw ('r') string. These can be done by replacing the first return with: parts = float_str.split('e'); return r'{0} times 10^{{{1}}}'.format(parts[0], int(parts[1])) (Hope that's understandable: SO doesn't code-format in comments!) - @andybuckley Thanks for the feedback! I've corrected my answer.
- I'm also not sure what input siunitx handles, just that its output is in the normal mathematical format without an explicit plus sign or leading 0 in the exponent. My bit of inline code in the comment above is (sadly) the most elegant way that I could think of to map a cast-to-int on the exponent.. maybe there is something funky in itertools for such things but hopefully it's clear enough this way!
- @andybuckley If we map both the exponent and the base to int (and there's no reason not to, as far as I know), we can make it more elegant. See above. :)
- Erm, what happens to `latex_float(1.234e9) in that case? Or have I missed something obvious?! Obviously the mantissa-as-int works for the specific case of 1e9 :-)
- The package you offer and the examples on GitHub page are infinitely useful! Cheers mate. :)
- Would be nice if you found some times to implement the cdot 10^{p} option. :)
- @Matt it already has this feature, I just hadn't documented it :) See my edited answer for how to do it with cdot
- I'm afraid there is a slight bug in the package. Quick example:
num2tex(100000,precision=1)
will yield $times 10^5$, omitting the '1'. it will happen for any $10^n$ with precision $leq n+1$ (but not for $a.10^n$ if $aneq 1$).