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Chapter 2: Data Analysis
     Section 1: Units
     of measurement
Intro problems: D = m
                            V
• Calculate the density of a piece of bone
  with a mass of 3.8 g and a volume of 2.0
  cm3
• A spoonful of sugar with a mass of 8.8
  grams is poured into a 10 mL graduated
  cylinder. The volume reading is 5.5 mL.
  What is the density of the sugar?
Not so long ago…….
People used all kinds of units to describe
  measurements:
 Their feet

 Sundials

 The length of their arm
Needless to say, this led to much
           confusion!
• Scientist needed a way to report their
  findings in a way that everyone else
  understood.
• So, in 1795, the French developed a system
  of standard units, which was updated in
  1960
• The revised system is called the Système
  Internationale d’Unités, which is
  abbreviated SI
SI Units
 A system of standard measures that every
  scientist uses
 It consists of 7 base units which have real
  measures in the real world
SI     Units
Base
    Quantity            Base unit
Time                second (s)
Length              meter (m)
Mass                kilogram (kg)
Temperature         kelvin (K)
Amount of substance mole (mol)
Electric current    ampere (A)
Luminous intensity candela (cd)
Time

 Base unit for time is the second
 It is based on the frequency of microwave
  radiation given off by a cesium-133 atom
Length
 The SI unit for length is
  the meter (m).
 The distance that light
  travel through a vacuum
 Equals 1/300,000,000 of
  a second
 About 39 inches
Mass
Base unit for mass is the
 kilogram (kg)
You may see grams (g)
 or milligrams (mg)
Defined by a platinum-
 iridium cylinder stored
 in a bell jar in France
About 2.2 pounds
Temperature
 You classify an object as
  hot or cold by whether
  heat flows from you to the
  object or from the object
  to you.
 Heat flows from hot to
  cold.
 Thermometers are used
  to measure temp.
 SI unit of temp is kelvin
  (K)
Temperature
 In science, the celsius and kelvin scales are most
  often used.
 To convert from celsius to kelvin: add 273
      ex: -39º C + 273 = 234 K
 To convert from kelvin to celsius: subtract 273

      ex: 332 K – 273 = 59ºC
Der ived Unit s
 Not all quantities can be
   measured with base units
Volume—the space occupied by
   an object
   -measured in cubic meters
   (cm3)
   -or liters (L) or milliliters (ml)
Der ived Unit s
Density—a ratio that compares the mass of an
  object to its volume
--units are grams per cubic centimeter (g/cm 3)

           D = m             Density equals
               V             mass divided by
                             volume.
Example: If a sample of aluminum has a
 mass of 13.5g and a volume of 5.0 cm3,
          what is its density?

Density = mass
         volume    D=     13.5 g
                          5.0 cm3

          D = 2.7 g/cm3
Suppose a sample of aluminum is placed in a 25 ml
graduated cylinder containing 10.5 ml of water. A
piece of aluminum is placed in the cylinder and the
 level of the water rises to 13.5 ml. The density of
  aluminum is 2.7 g/cm3. What is the mass of the
                 aluminum sample?
Practice Problems—pg. 29 # 1, 2, 3
Other Derived Quantities
• Velocity or speed- distance an obj travels over a
  period of time
  – V = ∆d/ t
  – Units: m/s
• Force – push or a pull exerted on an object
  – F = m*a              m= mass    a= acceleration
  – Units: Kg * m/s2 = Newton (N)
Metric Prefixes
• To better describe the range of possible
  measurements, scientists add prefixes to the base
  units.
• For example: 3,000 m = 3 km (easier to manage)
• Most common prefixes:
  – King Henry Died by Drinking Chocolate Milk




• Metric prefixes are based on the decimal system
Converting Between Units
• To convert b/w units simply move the decimal
  place to the right or left depending on the
  number of units jumped.
• Ex: K he da base d c m

  – 24.56 m = 245.6 dm = 2,4560 mm
• May use power of 10 to multiply or divide
  – Big units to small units Multiply
  – Small units to big units divide
Section 2.2

Scientific Notation and
 Dimensional Analysis
Scientific Notation
• A way to handle very large or very small
  numbers
• Expresses numbers as a multiple of 10 factors
• Structure: a number between 1 and 10; and ten
  raised to a power, or exponent
  – Positive exponents, number is > 1
  – Negative exponents, number is <1
 Ex: 300,000,000,000 written in scientific
 notation is 3.0 x 10 11
Change the following data into scientific notation.
a. The diameter of the sun is 1 392 000 km.
b. The density of the sun’s lower atmosphere is
0.000 000 028 g/cm3.
Practice probs. Pg. 32 #12, 13
To add or subtract in scientific notation:
+ The exponents must be the same before doing the
  arithmetic
+ Add/Subtract numbers, keep the power of 10.
                           Move the decimal to right
                           (make # bigger): subtract
                           from exponent (exp smaller)
 Ex: To add the numbers
                           Move the decimal to left
   2.70 x 107              (smaller #): add to exponent
                           (bigger exp)
   15.5 x 106
   0.165 x 108
Practice probs. Pg. 32 #14
To multiply or divide numbers in
          scientific notation:

To multiply: multiply the numbers and
 ADD the exponents
      ex: (2 x 103) x (3 x 102)

     2x3=6          3+2=5

         Answer = 6 x 105
To multiply or divide numbers in
          scientific notation:

To divide: divide the numbers and
 SUBTRACT the exponents
      ex: (9 x 108) ÷ (3 x 10-4)

       9÷3=3        8 – (-4) = 12

           Answer = 3 x 1012
Practice probs. Pg. 33 #15, 16
Dimensional analysis
• A method of problem-solving that focuses on the
  units used to describe matter
• Converts one unit to another using
  conversion factors in a fraction format
  – 1teaspoon = 5 mL  1 tsp    or    5 ml
                       5 ml          1 tsp
  – 1 km = 1000 m    1 km     or    1000 m
                     1000 m           1 km
Dimensional analysis
                      cont….
• To use conversion factors simply write:
  1. The number given with the unit
  2. Write times and a line (x ______).
  3. Place the unit you want to cancel on the bottom.
  4. Use a conversion factor that contains that unit
  5. Use as many conversion factors until you
     reach your answer
                                      Conversion factor
  – ex: Convert 48 km to meters:       1km = 1000 m

          48 km x 1000m
                    1km
                             = 48,000 m
Practice: Convert 360 L to ml
      and to teaspoons:
1. How many seconds are there in
           24 hours?




2. How many seconds are there in 2
              years?
Practice probs. Pg. 34 #17, 18
You can convert more than one unit at a time:

 What is a speed of 550 meters per second
 in kilometers per minute?




      HINTs:Convert one unit at a time!
           Units MUST be ACROSS from each
           other to cancel out!
Section 2.3

How reliable are measurements:
Sometimes an estimate is acceptable and
         sometimes it is not.
                                      Okay?
 When you are driving to the beach

 Miles per gallon your car gets

 Your final grade in Chemistry        X
When scientists make measurements, they evaluate
the accuracy and precision of the measurements.
 Accuracy—how close a measured value
  is to an accepted value.




 Not accurate                Accurate
 Precision—how close a series of
   measurements are to each other




Not precise                     Precise
Density Data collected by 3 different students
Accepted density
  of Sucrose =     Student A Student B Student C
   1.59 g/cm 3

Trial 1            1.54 g/cm3   1.40 g/cm3   1.70 g/cm3

Trial 2            1.60 g/cm3   1.68 g/cm3   1.69 g/cm3

Trial 3            1.57 g/cm3   1.45 g/cm3   1.71 g/cm3

Average            1.57 g/cm3   1.51 g/cm3   1.70 g/cm3

 Which student is the most accurate? Which is most
 precise? What could cause the differences in data?
It is important to calculate the difference
       between an accepted value and an
             experimental value.
 To do this, you calculate the ERROR in
  data. (experimental – accepted)
 Percent error is the ratio of an error to
  an accepted value

  Percent error =        error
                                      x 100
                    accepted value
Calculate the percent error for
                      Student A
Percent error =   error        x 100
              accepted value                   Density   Accepted    Error
                                       Trial              value     (g/cm3)
                                               (g/cm3)
      First, you must                   1       1.54      1.59
   calculate the error!!
                                        2       1.60      1.59
  Error = (experimental – accepted)     3       1.57      1.59
Practice probs. Pg. 38 #29
Significant Figures
 Scientists indicate the precision of
  measurements by the number of digits they
  report (digits that are DEPENDABLE)
 Include all known digits and one estimated
  digit.
 A value of 3.52 g is more precise than a
  value of 3.5 g
 A reported chemistry test score of 93 is
  more precise than a score of 90
Significant Figures

 There are 2 different types of numbers
   o Exact
   o Measured
 Exact numbers are infinitely important
   o Counting numbers : 2 soccer balls or 4 pizzas
   o Exact relationships, predefined values 1 foot = 12 inches , 1 m = 100 cm
 Measured number = they are measured with a measuring device
  (name all 4) so these numbers have ERROR.
 When you use your calculator your answer can only be as
  accurate as your worst measurement 
Learning Check

Classify each of the following as an exact or a
measured number.
  1 yard = 3 feet
  The diameter of a red blood cell is 6 x 10-4 cm.
  There are 6 hats on the shelf.
  Gold melts at 1064°C.

                                              45
Solution

Classify each of the following as an exact (1) or a
measured(2) number.
This is a defined relationship.
A measuring tool is used to determine length.
The number of hats is obtained by counting.
A measuring tool is required.

                                        46
Measurement and Significant
                  Figures
•        Every experimental
         measurement has a degree of
         uncertainty.
•        The volume, V, at right is
         certain in the 10’s place,
         10mL<V<20mL
•        The 1’s digit is also certain,
         17mL<V<18mL
•        A best guess is needed for
         the tenths place.
•        This guess gives error in
    47
         data.                     Chapter Two
What is the Length?



•    We can see the markings between 1.6-1.7cm
•    We can’t see the markings between the .6-.7
•    We must guess between .6 & .7
•    We record 1.67 cm as our measurement
•
48   The last digit an 7 was our guess...stop there
Learning Check




What is the length of the wooden stick?
      1) 4.5 cm
      2) 4.54 cm
      3) 4.547 cm
Measured Numbers
• Do you see why Measured Numbers have
  error…you have to make that Guess!
• All but one of the significant figures are
  known with certainty. The last significant
  figure is only the best possible estimate.
• To indicate the precision of a measurement,
  the value recorded should use all the digits
  known with certainty.
50
Rules for significant figures
1.   Non-zero numbers are always significant      72.3 g has__
2.   Zeros between non-zero numbers are           60.5 g has__
     significant

3.   Leading zeros are NOT significant
                                                0.0253 g has __
                                Leading zeros

4.   Trailing zeros are significant after a     6.20 g has__
     number with a decimal point Trailing zeros 100 g has__
Determine the number of significant figures in
the following masses:
a. 0.000 402 30 g
b. 405 000 kg


a. 0.000 402 30 g        5 sig figs
 b. 405 000 kg           3 sig figs
To check, write the number in scientific
               notation
Ex: 0.000 402 30   becomes

           4.0230 x 10-4

   and has 5 significant figures
Practice probs. Pg. 39 # 31, 32
Rounding to a specific # of sig figs

When rounding to a specific place using sig
 figs, use the rounding rules you already
 know.                      1 2 3 4

 ex: Round to 4 sig figs: 32.5432
    1. Count to four
    from left to right:
    2. Look at the number
    to the right of the 4th
    digit and apply
                              32.54
    rounding rules
Practice probs. Pg. 41 #34
Calculations and Sig Figs
• Adding/ Subtracting:
  – Keep the least amount of sig fig in the decimal
    portion only.
  – Ex:
     a. 0.011 + 2.0 =
     b. 0.020 + 3 + 5.1 =
• Multiplying/ Dividing:
  – Keep the least amount of sig figs total
  – Ex:
     a. 270/3.33 =
     b. 2.3 x 100 =
Calculations and Sig Figs
• Follow your sig figs through the problem,
  but round at the end
  – Ex: (3.94 x 2.1) + 2.3418/ .004
Practice probs. Pg. 41 # 35, 36
        pg. 42 #37, 38

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Ch 2 data analysis

  • 1. Chapter 2: Data Analysis Section 1: Units of measurement
  • 2. Intro problems: D = m V • Calculate the density of a piece of bone with a mass of 3.8 g and a volume of 2.0 cm3 • A spoonful of sugar with a mass of 8.8 grams is poured into a 10 mL graduated cylinder. The volume reading is 5.5 mL. What is the density of the sugar?
  • 3. Not so long ago……. People used all kinds of units to describe measurements:  Their feet  Sundials  The length of their arm
  • 4. Needless to say, this led to much confusion! • Scientist needed a way to report their findings in a way that everyone else understood. • So, in 1795, the French developed a system of standard units, which was updated in 1960 • The revised system is called the Système Internationale d’Unités, which is abbreviated SI
  • 5. SI Units  A system of standard measures that every scientist uses  It consists of 7 base units which have real measures in the real world
  • 6. SI Units Base Quantity Base unit Time second (s) Length meter (m) Mass kilogram (kg) Temperature kelvin (K) Amount of substance mole (mol) Electric current ampere (A) Luminous intensity candela (cd)
  • 7. Time  Base unit for time is the second  It is based on the frequency of microwave radiation given off by a cesium-133 atom
  • 8. Length  The SI unit for length is the meter (m).  The distance that light travel through a vacuum  Equals 1/300,000,000 of a second  About 39 inches
  • 9. Mass Base unit for mass is the kilogram (kg) You may see grams (g) or milligrams (mg) Defined by a platinum- iridium cylinder stored in a bell jar in France About 2.2 pounds
  • 10. Temperature  You classify an object as hot or cold by whether heat flows from you to the object or from the object to you.  Heat flows from hot to cold.  Thermometers are used to measure temp.  SI unit of temp is kelvin (K)
  • 11. Temperature  In science, the celsius and kelvin scales are most often used.  To convert from celsius to kelvin: add 273 ex: -39º C + 273 = 234 K  To convert from kelvin to celsius: subtract 273 ex: 332 K – 273 = 59ºC
  • 12. Der ived Unit s  Not all quantities can be measured with base units Volume—the space occupied by an object -measured in cubic meters (cm3) -or liters (L) or milliliters (ml)
  • 13. Der ived Unit s Density—a ratio that compares the mass of an object to its volume --units are grams per cubic centimeter (g/cm 3) D = m Density equals V mass divided by volume.
  • 14. Example: If a sample of aluminum has a mass of 13.5g and a volume of 5.0 cm3, what is its density? Density = mass volume D= 13.5 g 5.0 cm3 D = 2.7 g/cm3
  • 15. Suppose a sample of aluminum is placed in a 25 ml graduated cylinder containing 10.5 ml of water. A piece of aluminum is placed in the cylinder and the level of the water rises to 13.5 ml. The density of aluminum is 2.7 g/cm3. What is the mass of the aluminum sample?
  • 17. Other Derived Quantities • Velocity or speed- distance an obj travels over a period of time – V = ∆d/ t – Units: m/s • Force – push or a pull exerted on an object – F = m*a m= mass a= acceleration – Units: Kg * m/s2 = Newton (N)
  • 18. Metric Prefixes • To better describe the range of possible measurements, scientists add prefixes to the base units. • For example: 3,000 m = 3 km (easier to manage) • Most common prefixes: – King Henry Died by Drinking Chocolate Milk • Metric prefixes are based on the decimal system
  • 19. Converting Between Units • To convert b/w units simply move the decimal place to the right or left depending on the number of units jumped. • Ex: K he da base d c m – 24.56 m = 245.6 dm = 2,4560 mm • May use power of 10 to multiply or divide – Big units to small units Multiply – Small units to big units divide
  • 20. Section 2.2 Scientific Notation and Dimensional Analysis
  • 21. Scientific Notation • A way to handle very large or very small numbers • Expresses numbers as a multiple of 10 factors • Structure: a number between 1 and 10; and ten raised to a power, or exponent – Positive exponents, number is > 1 – Negative exponents, number is <1 Ex: 300,000,000,000 written in scientific notation is 3.0 x 10 11
  • 22. Change the following data into scientific notation. a. The diameter of the sun is 1 392 000 km. b. The density of the sun’s lower atmosphere is 0.000 000 028 g/cm3.
  • 23. Practice probs. Pg. 32 #12, 13
  • 24. To add or subtract in scientific notation: + The exponents must be the same before doing the arithmetic + Add/Subtract numbers, keep the power of 10. Move the decimal to right (make # bigger): subtract from exponent (exp smaller) Ex: To add the numbers Move the decimal to left 2.70 x 107 (smaller #): add to exponent (bigger exp) 15.5 x 106 0.165 x 108
  • 26. To multiply or divide numbers in scientific notation: To multiply: multiply the numbers and ADD the exponents ex: (2 x 103) x (3 x 102) 2x3=6 3+2=5 Answer = 6 x 105
  • 27. To multiply or divide numbers in scientific notation: To divide: divide the numbers and SUBTRACT the exponents ex: (9 x 108) ÷ (3 x 10-4) 9÷3=3 8 – (-4) = 12 Answer = 3 x 1012
  • 28. Practice probs. Pg. 33 #15, 16
  • 29. Dimensional analysis • A method of problem-solving that focuses on the units used to describe matter • Converts one unit to another using conversion factors in a fraction format – 1teaspoon = 5 mL  1 tsp or 5 ml 5 ml 1 tsp – 1 km = 1000 m  1 km or 1000 m 1000 m 1 km
  • 30. Dimensional analysis cont…. • To use conversion factors simply write: 1. The number given with the unit 2. Write times and a line (x ______). 3. Place the unit you want to cancel on the bottom. 4. Use a conversion factor that contains that unit 5. Use as many conversion factors until you reach your answer Conversion factor – ex: Convert 48 km to meters: 1km = 1000 m 48 km x 1000m 1km = 48,000 m
  • 31. Practice: Convert 360 L to ml and to teaspoons:
  • 32. 1. How many seconds are there in 24 hours? 2. How many seconds are there in 2 years?
  • 33. Practice probs. Pg. 34 #17, 18
  • 34. You can convert more than one unit at a time: What is a speed of 550 meters per second in kilometers per minute? HINTs:Convert one unit at a time! Units MUST be ACROSS from each other to cancel out!
  • 35. Section 2.3 How reliable are measurements:
  • 36. Sometimes an estimate is acceptable and sometimes it is not. Okay?  When you are driving to the beach  Miles per gallon your car gets  Your final grade in Chemistry X
  • 37. When scientists make measurements, they evaluate the accuracy and precision of the measurements.  Accuracy—how close a measured value is to an accepted value. Not accurate Accurate
  • 38.  Precision—how close a series of measurements are to each other Not precise Precise
  • 39. Density Data collected by 3 different students Accepted density of Sucrose = Student A Student B Student C 1.59 g/cm 3 Trial 1 1.54 g/cm3 1.40 g/cm3 1.70 g/cm3 Trial 2 1.60 g/cm3 1.68 g/cm3 1.69 g/cm3 Trial 3 1.57 g/cm3 1.45 g/cm3 1.71 g/cm3 Average 1.57 g/cm3 1.51 g/cm3 1.70 g/cm3 Which student is the most accurate? Which is most precise? What could cause the differences in data?
  • 40. It is important to calculate the difference between an accepted value and an experimental value.  To do this, you calculate the ERROR in data. (experimental – accepted)  Percent error is the ratio of an error to an accepted value Percent error = error x 100 accepted value
  • 41. Calculate the percent error for Student A Percent error = error x 100 accepted value Density Accepted Error Trial value (g/cm3) (g/cm3) First, you must 1 1.54 1.59 calculate the error!! 2 1.60 1.59 Error = (experimental – accepted) 3 1.57 1.59
  • 43. Significant Figures  Scientists indicate the precision of measurements by the number of digits they report (digits that are DEPENDABLE)  Include all known digits and one estimated digit.  A value of 3.52 g is more precise than a value of 3.5 g  A reported chemistry test score of 93 is more precise than a score of 90
  • 44. Significant Figures  There are 2 different types of numbers o Exact o Measured  Exact numbers are infinitely important o Counting numbers : 2 soccer balls or 4 pizzas o Exact relationships, predefined values 1 foot = 12 inches , 1 m = 100 cm  Measured number = they are measured with a measuring device (name all 4) so these numbers have ERROR.  When you use your calculator your answer can only be as accurate as your worst measurement 
  • 45. Learning Check Classify each of the following as an exact or a measured number. 1 yard = 3 feet The diameter of a red blood cell is 6 x 10-4 cm. There are 6 hats on the shelf. Gold melts at 1064°C. 45
  • 46. Solution Classify each of the following as an exact (1) or a measured(2) number. This is a defined relationship. A measuring tool is used to determine length. The number of hats is obtained by counting. A measuring tool is required. 46
  • 47. Measurement and Significant Figures • Every experimental measurement has a degree of uncertainty. • The volume, V, at right is certain in the 10’s place, 10mL<V<20mL • The 1’s digit is also certain, 17mL<V<18mL • A best guess is needed for the tenths place. • This guess gives error in 47 data. Chapter Two
  • 48. What is the Length? • We can see the markings between 1.6-1.7cm • We can’t see the markings between the .6-.7 • We must guess between .6 & .7 • We record 1.67 cm as our measurement • 48 The last digit an 7 was our guess...stop there
  • 49. Learning Check What is the length of the wooden stick? 1) 4.5 cm 2) 4.54 cm 3) 4.547 cm
  • 50. Measured Numbers • Do you see why Measured Numbers have error…you have to make that Guess! • All but one of the significant figures are known with certainty. The last significant figure is only the best possible estimate. • To indicate the precision of a measurement, the value recorded should use all the digits known with certainty. 50
  • 51. Rules for significant figures 1. Non-zero numbers are always significant 72.3 g has__ 2. Zeros between non-zero numbers are 60.5 g has__ significant 3. Leading zeros are NOT significant 0.0253 g has __ Leading zeros 4. Trailing zeros are significant after a 6.20 g has__ number with a decimal point Trailing zeros 100 g has__
  • 52. Determine the number of significant figures in the following masses: a. 0.000 402 30 g b. 405 000 kg a. 0.000 402 30 g 5 sig figs b. 405 000 kg 3 sig figs
  • 53. To check, write the number in scientific notation Ex: 0.000 402 30 becomes 4.0230 x 10-4 and has 5 significant figures
  • 54. Practice probs. Pg. 39 # 31, 32
  • 55. Rounding to a specific # of sig figs When rounding to a specific place using sig figs, use the rounding rules you already know. 1 2 3 4 ex: Round to 4 sig figs: 32.5432 1. Count to four from left to right: 2. Look at the number to the right of the 4th digit and apply 32.54 rounding rules
  • 57. Calculations and Sig Figs • Adding/ Subtracting: – Keep the least amount of sig fig in the decimal portion only. – Ex: a. 0.011 + 2.0 = b. 0.020 + 3 + 5.1 = • Multiplying/ Dividing: – Keep the least amount of sig figs total – Ex: a. 270/3.33 = b. 2.3 x 100 =
  • 58. Calculations and Sig Figs • Follow your sig figs through the problem, but round at the end – Ex: (3.94 x 2.1) + 2.3418/ .004
  • 59. Practice probs. Pg. 41 # 35, 36 pg. 42 #37, 38