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Units and the metric system
Unit analysis and conversion
Precision and accuracy
Scientific notation
Significant figures/digits
Percent error
Drawing graphs by hand
Drawing graphs using Microsoft Excel
Using your science text well
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Mathematical Skills for doing
Science
Units and the
metric system
In science, every number you write should have a unit next to it.
This is because science, unlike abstract math, is about the real
world, and all numbers must have a meaning.
The official system of units for the United States is complex,
and is not used by most other countries. For simplicity and international
communication, scientists worldwide use the metric system. In the
metric system, there are basic units, such as meter, second, ampere
etc. Each unit can be divided or multiplied by ten to get bigger
or smaller units.
- centi means 1/100th of the basic
unit, e.g. centimeter.
- milli means 1/1000th of the basic
unit, e.g. milliampere.
- kilo means 1000 times the basic
unit, e.g. kilogram.
Unit analysis
and conversion
Complex units are often combinations of simpler units. For example,
speed is defined as the distance traveled (e.g. in meters) divided
by the time taken to travel (e.g. in seconds). Therefore the unit
for speed is m/s (meters per second). If distance and time are measured
differently, the unit of speed changes, e.g. to miles per hour or
kilometers per minute. You can often guess what a unit is, by relating
it to other units via an equation. For example, the equation for
density is mass/volume, so the unit of density is often grams per
milliliter.
Here is one of many ways to convert from one unit to another, if
you don't have an online unit
converter to work with.
- Write down the number you started with. e.g.
17 miles
- Multiply it by one. = 17 miles
x 1
- Re-write "one" as a fraction, where the thing on top
equals the thing on the bottom. Choose the fraction so that the
unwanted unit will cancel out and be replaced by the wanted unit.
= 17 miles
x (1.6 km / 1mile), since
1.6 km = 1 mile
- Cancel out the unwanted units, and multiply
whatever is left. =
(17 x 1.6) km = 27.2 km
Precision
and accuracy
In scientific measurement,
- Precision means detail
- Accuracy means truth.
For example, if Fred estimated Wilma's height to be 1.5 m, and
Barney estimated Wilma's height to be 0.20396 m, then Fred is more
accurate and Barney is more precise. (Wilma is not an elf.)
When you read a scale such as a ruler or a measuring cylinder,
the scale will tell you a certain number of digits. e.g. you might
know that the reading is definitely between 12.3 cm and 12.4 cm
if your ruler has mm markings. Write down the part you definitely
know, then estimate one more digit, e.g. 12.37. The rules are:
- Estimate one digit beyond what the scale
tells you.
- If you are right on an increment line,
use the same precision as you would elsewhere on the scale.
- If there are increments that are not a
multiple of 10, e.g. lines every 2 mL, they are just there to
help you estimate. They don't provide another digit of precision.
Scientific notation
When scientists need to use very big or small numbers, they write
the number as something times a power of ten. There is always one
digit before the decimal point. e.g.
- 527 = 5.27 x 102.
- 0.008 = 8 x 10-3
When multiplying powers of ten, add the exponents. When dividing,
subtract the exponents. e.g.
- (3 x 107) x (2 x 105) = 6
x 1012
- (3 x 107) / (2 x 105) =
1.5 x 102
Significant
figures/digits
Using the rule "dot right, not left",
- if there is
a decimal point in the number, start from the first non-zero digit
and count to the right.
- if there is no
decimal point, start from the last non-zero digit and count to
the left.
A different way of remembering it is
- all digits from 1 - 9 are significant.
- all zeros sandwiched between other digits
are significant.
- ending zeros are ONLY significant if
there is a decimal point in the number.
- leading zeros are never significant.
In multiplication and division, the answer should match
the number of sig figs of the vaguest (least sig figs)
information in the question.
In addition and subtraction, the answer should match the
number of decimal places of the vaguest (least decimal
places) information in the question.
Percent
error
Percent error tells you how dramatic a difference is, compared
to the original. You can calculate it as:
100% x (difference between what you got and what you should have
got) / (what you should have got).
e.g. if your height is really 1.63 m, but
your friend measured your height as 1.62 m, the percent error is
100% x (1.63-1.62)/1.63 = 100% x 0.01 / 1.63
= 0.6%
Drawing graphs
by hand
Your graph should be as big as possible, so it is more detailed.
It must have a title so people know what it's a graph of, and each
axis must have a label, a unit and a scale. Draw points either as
little x's, or as circled dots. Big blobs are bad because it's unclear
exactly where the point is.
A best fit line is something you draw to show the general pattern
of the points on your graph. It should be as close as possible to
as many points as possible, but should also be a smooth line or
curve. Never join the dots.
The slope of a straight line is found by taking two points ON THE
LINE (not nearby data points) and drawing a triangle to link them.
Count how long each side of the triangle is, according to the scale
of the graph. The slope is the length of the vertical side, divided
by the length of the horizontal side. This is sometimes called the
rise/run.
Drawing graphs
using Microsoft Excel
- Click on the graph icon in the toolbar.
- Choose the "X-Y scatter" graph, without lines on it,
then click Next.
- Now there are two tabs at the top of the window: "Data
Range" and "Series" Click on Series, then click
"Add".
- At the end of the "X values" field is a gray square.
Click on it.
- You'll be taken back to the spreadsheet. Highlight the data
that will be the "x values" on your graph.
- There is a little rectangular box floating over your spreadsheet,
listing the cells you highlighted. Click on the gray square at
the end of it.
- Do the same for the "Y values" field, to tell it what
to use as the y values in your graph. Then click Next.
- Select the "title" tab at the top of the next window,
to label the graph and both the axes.
- Select the "gridlines" tab, and make sure "minor
gridlines" is highlighted for both axes.
- Select the "legend" tab, and make sure that "Show
legend" is NOT checked (unless you have multiple sets of
data on the one graph).
- The next window will ask whether you want the graph to appear
in the spreadsheet with the data, or on a separate page. Choose
one, then click on Finish.
- Print the graph, and hand-draw a line of best fit onto it. Never
let the computer draw a best fit line for you. It is dumb about
things like that. Humans are better at seeing general patterns.
Using your science
text well
Your text is there for you to use when you need it: to find an
extra explanation of a confusing concept, to find some extra practice
questions before a test, or to look up a fact.
Don't read your text like a novel. Decide what you want to know
and look it up in the index. Then just read the relevant section
or sections. Go slowly, so you don't miss anything, and make notes
of the main point of each little section or paragraph. Use the questions
at the end of each chapter to check if you understood.
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