Using Natural Gas Transmission Pipeline Costs to Estimate
Hydrogen Pipeline Costs
Nathan Parker
ncparker@ ucdavis. edu
UCD- ITS- RR- 04- 35
Institute of Transportation Studies
University of California
One Shields Avenue
Davis CA 95616
Abstract
The development of a hydrogen infrastructure is the subject of increasing research
interest. Many researchers are working toward estimating the cost of such an
infrastructure. Pipeline delivery of hydrogen is being considered but the expected costs
are not well understood, as few pipelines exist today. This paper analyzes the
construction costs of natural gas, oil, and petroleum product transmission pipelines and
poses questions about the difference that hydrogen would make in these costs.
Introduction
Pipeline planners are hesitant to give a generalized estimation for pipeline construction
cost because it is very dependent on the location. A pipeline through a rural area without
special environmental concerns can cost five times less than a pipeline of the same length
and diameter through a dense urban area. Hydrogen pipelines add an extra level of
complexity due to a relative lack of experience in installing hydrogen pipelines.
Approximately 1,650 miles of hydrogen pipelines exist today in the US and Europe 
compared to 190,899 miles of natural gas pipelines in the US alone  . In this report, I use
construction cost projections for over 20,000 miles of natural gas, oil, and petroleum
product pipelines in 893 projects in the US over 13 years°  to produce an acceptable
equation estimating costs of the construction a pipeline of a given length and diameter. I
will also propose modifications to the equation to account for the difference between
hydrogen and the other pipelined goods.
The construction costs are broken into four categories. Materials costs account for
approximately 26% of the total construction costs on average. Labor, right of way, and
miscellaneous costs make up 45%, 22%, and 7% of the total cost on average,
respectively. Miscellaneous costs are all costs not included in labor, material, or right of
way. They generally include surveying, engineering, supervision, contingencies,
allowances, overhead, and filing fees  . There is significant scatter in the cost breakdown.
The labor cost consistently averages between 40 and 50% while rest vary greatly
depending on diameter. I will cover each cost category separately then sum for the total.
Materials
This is a simple analysis, looking at the dependence of each category on the length and
diameter of the pipeline. First up is the materials cost. As can be seen from Figure 1 the
materials cost is linearly dependent on length. The 36- inch diameter pipelines are used
here as representative of the general trends because the most data exists for it. Graphs of
the 6- inch diameter pipelines are included to give representation of smaller pipelines,
° All data as reported in Oil & Gas Journal’s annual Pipeline Economics Report for the years 1991- 2003.
more relevant to hydrogen work. Graphs for all diameter pipes are available in Appendix
A.
6" Materials
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
1,400,000
1,600,000
1,800,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
36" Materials
0
20,000,000
40,000,000
60,000,000
80,000,000
100,000,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost ($)
Figure 1
The distribution of the per mile materials cost of the projects is shown in Figure 2. The
distribution is close to normal but with a right- skew, meaning that there are more
pipelines with below average cost than pipelines with above average cost though the
above average costs diverge farther from the mean than the below average costs.
6" Materials/ mile
0
2
4
6
8
10
12
14
16
0.00 30,000.00 60,000.00 90,000.00 120,000.00 150,000.00
Cost per mile ($/ mile)
# of projects
36" Materials/ mile
0
5
10
15
20
25
30
35
40
45
50
0 150,000 300,000 450,000 600,000 750,000 900,000
Cost per mile ($/ mile)
# of projects
Figure 2
The cost dependence on diameter is more interesting. In Figure 3 the mean, median, and
one standard deviation from the mean of the per mile materials cost for each diameter
analyzed. The materials cost is related to the diameter not linearly but quadratic. Also of
note is the negative value for one standard deviation below the mean for pipelines 4, 6,
and 8 inches in diameter. This is due to the right- skew distribution of the per mile costs.
Materials
y = 330.5x2 + 686.66x + 26960
- 200,000
0
200,000
400,000
600,000
800,000
1,000,000
0.00 5.00 10.00 15.00 20.00 25.00 30.00 35.00 40.00 45.00
dia ( inches)
$/ mile
mean - std dev mean mean + std dev median best fit
Figure 3
Below ( Figure 4) is a plot of the best- fit equation estimates for materials cost dependent
on pipeline length and diameter against the actual materials cost for each pipeline in the
study. The straight line represents a perfect fit. The best- fit equation was derived by
minimizing the average percent error between the estimated cost and the actual cost.
This method was adopted because the variance in for the other categories depend on the
size of the project and the minimum percent error method weights the small and large
project errors evenly. It was found that the Excel curve fit for the median cost per mile v.
diameter gave the best- fit equation when multiplied by the length and a constant added.
This method resulted in the following equation for materials costs. The average percent
error is 31.4%.
Materials Cost ( dia, length) = [ 330.5( dia) 2 + 687( dia) + 26,960]( length) + 35,000
where ( dia) is in inches, ( length) is in miles, and Cost is in dollars.
Materials
0
100,000,000
200,000,000
300,000,000
400,000,000
500,000,000
600,000,000
0 100,000,000 200,000,000 300,000,000 400,000,000 500,000,000 600,000,000
actual cost ($)
estimated cost ($)
Figure 4
Figure 5 shows the distribution of differences between the estimated costs and the actual
costs. Negative number means the actual cost is higher than the estimated cost.
Distribution of Errors, Materials
0
20
40
60
80
100
120
140
160
180
- 5000000
- 4000000
- 3000000
- 2000000
- 1000000
0
1000000
2000000
3000000
4000000
5000000
Estimated Cost - Actual Cost ($)
# of projects
Figure 5
Labor
The labor cost is the largest portion of the total construction cost, on average 40 to 50
percent. The labor cost is more erratic than materials cost. Figure 6 shows that the labor
cost grows linearly with length. The variation of the cost also appears to grow linearly
with the length, leading to a cone shaped plot. Figure 7 shows that the labor costs per
mile vary over a large range with no discernable pattern.
6" Labor
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
7,000,000
8,000,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
36" Labor
0
20,000,000
40,000,000
60,000,000
80,000,000
100,000,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost ($)
Figure 6
6" Labor/ mile
0
1
2
3
4
5
6
0.00 100,000.00 200,000.00 300,000.00 400,000.00 500,000.00
Cost per mile ($/ mile)
# of projects
36" Labor/ mile
0
2
4
6
8
10
12
14
16
18
20
0.00 300,000.00 600,000.00 900,000.00 1,200,000.00 1,500,000.00
Cost per mile ($/ mile)
# of projects
Figure 7
Figure 8 plots the mean, median, and one standard deviation from the mean of the per
mile labor costs against the diameter. The best- fit curve for this graph is quadratic but
with the variation seen in Figure 7, it is unreasonable to state definitively that the
diameter dependence of the labor cost is not linear. The variation and a right- skew of the
per mile cost is demonstrated by the multiple excursions into the negative of one standard
deviation less than the mean.
Labor
y = 343.21x2 + 2073.9x + 170013
- 200,000
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
1,400,000
1,600,000
1,800,000
0.00 5.00 10.00 15.00 20.00 25.00 30.00 35.00 40.00 45.00
dia ( inches)
$/ mile
mean - std dev mean mean + std dev median Poly. ( median)
Figure 8
Using the same method as described in the materials section, the following equation was
found to be the best fit for describing the labor cost dependent on the diameter and length
of the pipeline.
Labor Cost ( dia, length) = [ 343( dia) 2 + 2,074( dia) + 170,013]( length) + 185,000
where ( dia) is in inches, ( length) is in miles, and Cost is in dollars.
The average percent error for the estimated costs is 49.4%. The labor cost proves to be
difficult to describe with only the pipeline length and diameter.
Labor
0
100,000,000
200,000,000
300,000,000
400,000,000
500,000,000
600,000,000
700,000,000
0 50,000,000 100,000,000 150,000,000 200,000,000 250,000,000 300,000,000 350,000,000 400,000,000 450,000,000 500,000,000
actual cost ($)
estimated cost ($)
Figure 9
Figure 9 plots the estimated labor costs against the actual costs with the straight line
being a perfect fit. Figure 10 shows the distribution of the difference between the
estimated labor costs and the actual labor costs. The estimation overestimates the actual
labor cost on average.
Distribution of Errors, Labor
0
20
40
60
80
100
120
140
160
180
200
- 50000000
- 45000000
- 40000000
- 35000000
- 30000000
- 25000000
- 20000000
- 15000000
- 10000000
- 5000000
0
5000000
10000000
15000000
20000000
25000000
30000000
35000000
40000000
45000000
50000000
Estimated Cost - Actual Cost ($)
# of projects Figure 10
Miscellaneous
Miscellaneous costs are all the costs not included in the other categories. These costs
include surveying, engineering, supervision, contingencies, allowances, overhead, and
filing fees. They account for between 20 and 30 percent of the total construction cost on
average. Figure 11 shows that the dependence on length is generally linear but with large
variation. For half of the diameters the standard deviation is greater than the mean.
6" Misc
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
36" Misc
0
10,000,000
20,000,000
30,000,000
40,000,000
50,000,000
60,000,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost ($)
Figure 11
The distribution of per mile miscellaneous costs displays a strong right skew as seen in
Figure 12.
6" Misc/ mile
0
1
2
3
4
5
6
7
0.00 80,000.00 160,000.00 240,000.00 320,000.00 400,000.00
Cost per mile ($/ mile)
# of projects
36" Misc/ mile
0
5
10
15
20
25
30
35
0.00 300,000.00 600,000.00 900,000.00 1,200,000.00 1,500,000.00
Cost per mile ($/ mile)
# of projects
Figure 12
The mean, median, and one standard deviation from the mean of the per mile
miscellaneous cost is plotted against the diameter of the pipeline in Figure 13. The
diameter dependence of the miscellaneous portion of the construction cost does not
deviate significantly from linear.
Misc
y = 8416.7x + 7323.9
- 400,000
- 200,000
0
200,000
400,000
600,000
800,000
1,000,000
0.00 5.00 10.00 15.00 20.00 25.00 30.00 35.00 40.00 45.00
dia ( inches)
$/ miles
mean - std dev mean mean + std dev median Linear ( median)
Figure 13
The minimum average percent error equation for the miscellaneous construction cost is
the following equation with an average percent error of 58.6%.
Misc. Cost ( dia, length) = [ 8,417( dia) + 7,324]( length) + 95,000
where ( dia) is in inches, ( length) is in miles, and Cost is in dollars.
Figure 14 shows that there is not a systematic basis in the estimated cost. The estimated
miscellaneous costs are spread evenly on either side of the actual miscellaneous cost line.
Figure 15 gives the distribution of the errors of the estimation. The negative numbers
mean that the estimated costs are less than the actual costs.
Misc
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
3,500,000
4,000,000
4,500,000
5,000,000
0 500,000 1,000,000 1,500,000 2,000,000 2,500,000 3,000,000 3,500,000 4,000,000 4,500,000 5,000,000
actual cost ($)
estimated cost ($)
Figure 14
Distribution of Errors, Misc
0
10
20
30
40
50
60
70
80
90
100
- 5000000
- 4000000
- 3000000
- 2000000
- 1000000
0
1000000
2000000
3000000
4000000
5000000
Estimated Cost - Actual Cost ($)
# of projects
Figure 15
Right of Way
The right of way portion of the total construction cost is not easily described by the
pipeline diameter and length alone. In some cases, pipelines were laid next to existing
lines resulting in low to zero right of way cost. In other cases, the right of way is
expensive due to the location. Figure 16 plots the right of way cost against the length of
the pipeline. There is a surprising lack of linear dependence but it does exist.
6" Right of Way
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
1,400,000
1,600,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
36' Right of Way
0
5,000,000
10,000,000
15,000,000
20,000,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost ($)
Figure 16
The distribution of per mile right of way costs displays an extreme right skew, as seen in
Figure 17.
6" Right of Way/ mile
0
2
4
6
8
10
12
0.00 30,000.00 60,000.00 90,000.00 120,000.00 150,000.00
Cost per mile ($/ mile)
# of projects
36" Right of Way/ mile
0
10
20
30
40
50
60
70
80
0.00
50,000.00
100,000.00
150,000.00
200,000.00
250,000.00
300,000.00
350,000.00
400,000.00
450,000.00
500,000.00
550,000.00
600,000.00
Cost per mile ($/ mile)
# of projects
Figure 17
Figure 18 shows that the right of way costs do appear to depend on the diameter if only to
a small degree. It also shows that the standard deviation is larger than the mean in all but
two of the diameters analyzed.
Right of Way
y = 576.78x + 29788
- 150,000
- 100,000
- 50,000
0
50,000
100,000
150,000
200,000
250,000
300,000
350,000
0.00 5.00 10.00 15.00 20.00 25.00 30.00 35.00 40.00 45.00
dia ( inches)
$/ miles
mean - std dev mean mean + std dev median Linear ( median)
Figure 18
The best- fit equation for the right of way costs is as follows. The average percent error is
83.6%, not a good fit. Since the right of way cost is a small fraction of the total cost, this
error does not translate into a big error for the total cost estimate.
Right of Way Cost ( dia, length) = [ 577( dia) 2 + 29,788]( length) + 40,000
where ( dia) is in inches, ( length) is in miles, and Cost is in dollars.
Figure 19 plots the estimated right of way costs against the actual right of way costs. The
estimate appears to be high in general. Figure 20 shows the distribution of errors.
Right of Way
0
5,000,000
10,000,000
15,000,000
20,000,000
25,000,000
30,000,000
35,000,000
40,000,000
45,000,000
50,000,000
0 5,000,000 10,000,000 15,000,000 20,000,000 25,000,000 30,000,000 35,000,000 40,000,000 45,000,000 50,000,000
actual cost ($)
estimated cost ($)
Figure 19
Distribution of Errors, Right of Way
0
10
20
30
40
50
60
70
80
- 2500000
- 2000000
- 1500000
- 1000000
- 500000
0
500000
1000000
1500000
2000000
2500000
Estimated Cost - Actual Cost ($)
# of projects
Figure 20
Total
Now putting the pieces together, the total construction costs are linearly dependent on the
length of the pipeline, as seen in Figure 21. The variation in the cost gets larger with
greater length.
6" Total Cost
0
2,000,000
4,000,000
6,000,000
8,000,000
10,000,000
12,000,000
14,000,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
36" Total
0
50,000,000
100,000,000
150,000,000
200,000,000
250,000,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost ($)
Figure 21
The distribution of the total construction costs per mile displays a right skew similar to
that seen in the miscellaneous and right of way portions of the cost. There is a longer tail
to right ( more costly) side of the distribution’s peak. This property of the cost
distribution makes it difficult to describe for use in a simple general model. Figure 22,
below, gives the cost distribution of the two example diameters.
6" Cost/ mile
0 1 2 3 4 5 6 7 8
0.00
150,000.00
300,000.00
450,000.00
600,000.00
750,000.00
900,000.00
1,050,000.00
1,200,000.00
1,350,000.00
1,500,000.00
Cost per mile ($/ mile)
# of projects
36" Total Cost/ mile
0
5
10
15
20
25
30
35
0.00
250,000.00
500,000.00
750,000.00
1,000,000.00
1,250,000.00
1,500,000.00
1,750,000.00
2,000,000.00
2,250,000.00
2,500,000.00
2,750,000.00
3,000,000.00
3,250,000.00
3,500,000.00
3,750,000.00
4,000,000.00
More
Cost per mile ($/ mile)
# of projects
Figure 22
Figure 23 plots the mean, median, and one standard deviation from the mean against the
diameter of the pipe. It shows that the total cost behaves as the sum of the components
analyzed above should; quadratic dependence with a strong linear component. The
estimate line on the graph is the sum of the four category best- fit median curves.
Total
- 500,000
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
3,500,000
4,000,000
0.00 5.00 10.00 15.00 20.00 25.00 30.00 35.00 40.00 45.00
dia ( inches)
$/ mile
mean - std dev mean mean + std dev median estimate
Figure 23
The total construction cost equation is the sum of the four category best- fit equations.
This allows for the manipulation of categories for future estimates of hydrogen pipelines.
Construction Cost ( dia, length) = [ 674( dia) 2 + 11,754( dia) + 234,085]( length) + 405,000
where ( dia) is in inches, ( length) is in miles, and Cost is in dollars.
Figure 24 plots the estimated construction cost against the actual construction costs. The
line represents a perfect fit. The above equation performs reasonably well in estimating
the cost of pipeline construction. There does not appear to be a basis to either
overestimate or underestimate. The average percent error in this estimation is 42.1%.
Figure 25 displays the distribution of errors from the estimation. Sixty- six percent of the
estimated costs are within four million dollars of the actual costs. The average project
cost was over twenty- four million dollars. The cost equation accomplishes the goal of
improving upon the one million dollar a mile rule- of- thumb cost estimate for pipelines.
Total Cost
0
200,000,000
400,000,000
600,000,000
800,000,000
1,000,000,000
1,200,000,000
1,400,000,000
1,600,000,000
0 200,000,000 400,000,000 600,000,000 800,000,000 1,000,000,000 1,200,000,000 1,400,000,000
actual cost ($)
estimated cost ($)
Figure 24
Distribution of Errors, Total
0
10
20
30
40
50
60
70
80
90
100
- 40000000
- 36000000
- 32000000
- 28000000
- 24000000
- 20000000
- 16000000
- 12000000
- 8000000
- 4000000
0
4000000
8000000
12000000
16000000
20000000
24000000
28000000
32000000
36000000
40000000
Estimated Cost - Actual Cost ($)
# of projects
Figure 25
Summary
What have we learned from this analysis? Here is what I found interesting.
The largest portion of cost in the construction of pipelines is the labor. The materials cost
is relatively easy to predict, having the lowest average percent error and least number of
diameters with standard deviations larger than their means. The materials cost makes up
an increasing fraction of the total cost with increasing pipeline size, from 15 to 35% ( see
Figure 26 below). The materials and labor cost together account for between 65 and 75%
of the total cost for all diameters and are the most predictable. The right of way costs
depend on the pipe diameter and are a small fraction of the transmission pipeline
construction cost. Right of way costs are very hard to predict by just length of the
pipeline but their relatively small importance to the total cost means that the errors in
right of way estimation have little impact on the overall accuracy. The miscellaneous, or
administrative and engineering costs account for between 20 and 30 percent of the total
construction cost. These costs depend linearly on the size of the project, diameter and
length of pipeline.
All the pipelines examined here are interstate transmission scale pipelines. Most of the
pipeline mileage is expected to be in rural areas translating into relatively low right of
way costs. One question that is not answered here is whether the importance of right of
way costs increases in urban areas. In only 16 projects out of 893 do the right of way
cost accounts for more than 25% of the total cost. I would expect that more than 16
projects were in an urban area and that the right of way cost rarely goes over 25%. The
labor and engineering/ administrative costs also increase significantly for urban areas,
where most pipes are buried under roads. This is a question for further research.
The total cost of the pipeline construction had less relative variation than the category
costs. The standard deviation is only greater than the mean for one diameter as opposed
to nine for right of way, five for miscellaneous, and three each for labor and materials.
This implies that the variations in the category costs are not necessarily directly
correlated. If this is the case, terrain variation cannot be the universal excuse for the
failure to predict the cost.
The cost- per- mile distributions are right skew. The median is less than the mean in all
but one case ( 10” right of way). In some cases, the median is multiple times less than the
mean. This poses an interesting question as to how to best represent the variation in a
simple equation.
Fractional of Cost Breakdown
0.00
0.10
0.20
0.30
0.40
0.50
0.60
0.00 5.00 10.00 15.00 20.00 25.00 30.00 35.00 40.00 45.00
pipeline diameter ( inches)
fraction of total cost
Materials Labor Misc Right of Way
Figure 26
Below is a summary table of the per mile costs for each diameter. The table shows that
below ten- inch diameter the labor, miscellaneous, and right of way costs are
approximately independent of diameter. The materials cost accounts for all the
dependence on diameter for these small diameter pipes. This finding implies that for
smaller diameter pipes increasing pipe size in construction will not add significant cost to
the construction of the pipeline. Over sizing pipelines in the 4- inch to 10- inch range
presents little economic risk. One cautionary note, the smaller diameter pipes are also the
most underrepresented in the data set, the statistics are even less certain for the pipes less
than 12- inches in diameter.
Pipe dia. Materials* Labor* Misc.* Right of
Way*
Total*
4” mean
median
%
$ 60,017/ mi
$ 30,570/ mi
15%
$ 268,585/ mi
$ 232,980/ mi
45%
$ 101,668/ mi
$ 63,414/ mi
21%
$ 56,222/ mi
$ 38,301/ mi
19%
$ 486,492/ mi
$ 364,523/ mi
6” $ 57,863/ mi
$ 46,086/ mi
16%
$ 239,916/ mi
$ 182,299/ mi
52%
$ 115,264/ mi
$ 65,610/ mi
23%
$ 54,364/ mi
$ 36,519/ mi
9%
$ 467,407/ mi
$ 333,601/ mi
8” $ 93,436/ mi
$ 55,278/ mi
22%
$ 208,658/ mi
$ 146,203/ mi
42%
$ 139,034/ mi
$ 85,832/ mi
28%
$ 36,947/ mi
$ 26,011/ mi
8%
$ 478,076/ mi
$ 306,925/ mi
10” $ 102,258/ mi
$ 70,143/ mi
21%
$ 246,771/ mi
$ 196,864/ mi
49%
$ 110,033/ mi
$ 78,635/ mi
22%
$ 43,427/ mi
$ 46,461/ mi
8%
$ 503,489/ mi
$ 456,532/ mi
12” $ 113,981/ mi
$ 88,484/ mi
19%
$ 404,051/ mi
$ 282,404/ mi
51%
$ 174,573/ mi
$ 116,931/ mi
22%
$ 63,389/ mi
$ 45,045/ mi
8%
$ 755,993/ mi
$ 542,862/ mi
16” $ 150,324/ mi
$ 112,673/ mi
23%
$ 407,615/ mi
$ 271,033/ mi
44%
$ 214,930/ mi
$ 109,505/ mi
25%
$ 82,542/ mi
$ 34,895/ mi
8%
$ 855,411/ mi
$ 563,564/ mi
20” $ 210,178/ mi
$ 170,895/ mi
23%
$ 491,082/ mi
$ 410,323/ mi
47%
$ 273,170/ mi
$ 169,583/ mi
23%
$ 81,100/ mi
$ 29,422/ mi
7%
$ 1,055,529/ mi
$ 800,835/ mi
24” $ 245,372/ mi
$ 222,211/ mi
26%
$ 574,579/ mi
$ 425,559/ mi
48%
$ 297,635/ mi
$ 174,313/ mi
20%
$ 99,112/ mi
$ 21,091/ mi
6%
$ 1,210,092/ mi
$ 869,293/ mi
30” $ 395,461/ mi
$ 372,276/ mi
30%
$ 637,608/ mi
$ 487,461/ mi
42%
$ 349,755/ mi
$ 276,557/ mi
23%
$ 86,631/ mi
$ 55,006/ mi
5%
$ 1,469,456/ mi
$ 1,163,462/ mi
36” $ 519,622/ mi
$ 464,440/ mi
31%
$ 764,100/ mi
$ 710,704/ mi
42%
$ 398,088/ mi
$ 318,414/ mi
22%
$ 86,900/ mi
$ 52,636/ mi
5%
$ 1,768,710/ mi
$ 1,575,905/ mi
42” $ 713,651/ mi
$ 641,272/ mi
35%
$ 998,242/ mi
$ 861,204/ mi
41%
$ 492,774/ mi
$ 372,439/ mi
20%
$ 96,377/ mi
$ 62,253/ mi
4%
$ 2,301,044/ mi
$ 1,977,644/ mi
* all costs in year 2000 dollars
Table 1
What does this mean for hydrogen pipelines?
The objective of this report is to offer insight into the cost of hydrogen pipelines. To this
end I will offer up some possible uses of the information gather above.
Since labor is the dominant factor in pipeline cost, the labor cost in hydrogen pipelines
will dominate. The one general concern in hydrogen pipelines is sealing the pipefittings
to minimize hydrogen leakage. It is expected that special seals will require special labor
( H2- specific wields) therefore more expensive labor. For example, let’s expect that
hydrogen pipelines require labor 25% more expensive than natural gas pipelines. The
equation for estimating the cost of labor would need to be multiplied by 1.25.
Another concern with hydrogen is that pipes resisting hydrogen embrittlement will cost
more than ordinary pipes. Here we will assume that hydrogen specific pipes cost 50%
more than ordinary steel pipes. This creates a 1.5 multiplier for the materials cost
estimating equation.
One more assumption commonly made is that existing right of ways will be used,
lowering the cost. Here we will assume that using existing right of ways will cost
nothing. We will assume the miscellaneous cost hold constant.
H2 Materials ( dia, length) = 1.5{[ 330.5( dia) 2 + 687( dia) + 26,960]( length) + 35,000}
+
H2 Labor ( dia, length) = 1.25{[ 343( dia) 2 + 2,074( dia) + 170,013]( length) + 185,000}
+
H2 Misc ( dia, length) = 1{[ 8,417( dia) + 7,324]( length) + 95,000}
+
H2 Right of Way ( dia, length) = 0
=
H2 Pipeline Cost ( dia, length) = [ 924.5( dia) 2 + 12,040( dia) + 260,280]( length) + 378,750
where ( dia) is in inches, ( length) is in miles, and Cost is in dollars.
Questions abound about what the appropriate multipliers are for these equations. Future
work will be directed at obtaining expert opinion on what the multipliers should be as
well as obtaining information on costing natural gas distribution pipelines.
The analysis here suggests that there is a major factor missing in the cost estimation. The
most likely candidate for the missing factor is the location of the pipe to be built. The
most fruitful work in improving the estimates above would involve including location
dependent variables such as population density. In the absence of location specific
information I believe that differences between hydrogen and natural gas pipelines will not
be significant in the estimation of pipe cost. For example, the expected cost of a
hydrogen pipeline under 15” in diameter with the materials cost increased four- fold is
still within one standard deviation of the mean of the expected natural gas pipeline cost.
Future work should concentrate on cost variation by location over cost variation by
product.
 Chatterjee, Dr. Nirmal. “ Hearing on the Energy Pipeline Research, Development, and
Demonstration Act.” Air Products and Chemicals, Inc. March 2002.
 True, Warren R. “ US pipeline companies solidly profitable in 2002, scale back
construction plans.” Oil & Gas Journal; Sep 8, 2003; 101, 34; ABI/ INFORM Global pg.
63.
 True, Warren R. “ US pipeline companies solidly profitable in 2002, scale back
construction plans.” Oil & Gas Journal; Sep 8, 2003; 101, 34; ABI/ INFORM Global pg.
65.
 True, Warren R. “ 1990 U. S. Interstate Pipelines' Efficiency Continues Improving.” Oil
& Gas Journal; Nov 25, 1991; 89, 47; ABI/ INFORM Global
pg. 41- 63.
True, Warren R. “ U. S. Interstate Pipelines Make Painful Adjustments in 1991.” Oil &
Gas Journal; Nov 23, 1992; 90, 47; ABI/ INFORM Global
pg. 41- 62.
True, Warren R. “ U. S. interstate pipelines begin 1993 on upbeat.” Oil & Gas Journal;
Nov 22, 1993; 91, 47; ABI/ INFORM Global pg. 43- 66.
? True, Warren R. “ Current pipeline costs.” Oil & Gas Journal; Nov 21, 1994; 92, 47;
ABI/ INFORM Global pg. 46- 48
True, Warren R. “ U. S. interstate pipelines ran more efficiently in 1994.” Oil & Gas
Journal; Nov 27, 1995; 93, 48; ABI/ INFORM Global
pg. 39- 58.
True, Warren R. “ U. S. pipelines continue gains into 1996.” Oil & Gas Journal; Nov 25,
1996; 94, 48; ABI/ INFORM Global
pg. 39- 58.
True, Warren R. “ Construction plans jump; operations skid in 1996.” Oil & Gas Journal;
Aug 4, 1997; 95, 31; ABI/ INFORM Global
pg. 37- 58.
True, Warren R. “ Weather, construction inflation could squeeze North American
pipelines.” Oil & Gas Journal; Aug 31, 1998; 96, 35; ABI/ INFORM Global
pg. 33- 55.
True, Warren R. “ U. S. pipelines experience another tight year, reflect merger frenzy.” Oil
& Gas Journal; Aug 23, 1999; 97, 34; ABI/ INFORM Global
pg. 45- 69.
True, Warren R. “ More construction, higher costs in store for US pipelines.”
Oil & Gas Journal; Sep 4, 2000; 98, 36; ABI/ INFORM Global
pg. 68- 88.
True, Warren R. “ Profitable 2000, higher demand push US natural gas construction
plans.” Oil & Gas Journal; Sep 3, 2001; 99, 36; ABI/ INFORM Global
pg. 66- 85.
True, Warren R. “ Fed data show solid 2001 for US pipeline companies, more gas
capacity planned.” Oil & Gas Journal; Sep 16, 2002; 100, 38; ABI/ INFORM Global
pg. 52- 75.
True, Warren R. “ US pipeline companies solidly profitable in 2002, scale back
construction plans.” Oil & Gas Journal; Sep 8, 2003; 101, 34; ABI/ INFORM Global pg.
60- 90.
Appendix
This appendix contains the plots of cost v. length and cost per mile v. length for each cost
category and every diameter.
4" Materials
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
4" Materials/ mile
0
50,000
100,000
150,000
200,000
250,000
300,000
350,000
400,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost per Mile
($/ mile)
4" Labor
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
3,500,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
4" Labor/ mile
0
200,000
400,000
600,000
800,000
1,000,000
0.00 5.00 10.00 15.00 20.00
length
Cost per Mile
($/ mile)
4" Misc
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
1,400,000
1,600,000
1,800,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
4" Misc/ mile
0
50,000
100,000
150,000
200,000
250,000
300,000
350,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost per Mile
($/ mile)
4" Right of Way
0
200,000
400,000
600,000
800,000
1,000,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
4" Right of Way/ mile
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
1,400,000
1,600,000
0.00 5.00 10.00 15.00 20.00
length ( miles) Cost per Mile
($/ mile)
4" Total
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
7,000,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
4" Total Cost/ mile
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost per Mile
($/ mile)
6" Materials
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
1,400,000
1,600,000
1,800,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
6" Materials/ mile
0
50,000
100,000
150,000
200,000
250,000
300,000
350,000
400,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost per Mile ($/ mile)
6" Labor
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
7,000,000
8,000,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
6" Labor/ mile
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost per Mile ($/ mile)
6" Misc
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
6" Misc/ mile
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost per Mile ($/ mile)
6" Right of Way
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
1,400,000
1,600,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
6" Right of Way/ mile
0
50,000
100,000
150,000
200,000
250,000
300,000
350,000
400,000
450,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost per Mile ($/ mile)
6" Total Cost
0
2,000,000
4,000,000
6,000,000
8,000,000
10,000,000
12,000,000
14,000,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost ($)
6" Total Cost/ mile
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
3,500,000
4,000,000
0.00 5.00 10.00 15.00 20.00
length ( miles)
Cost per Mile ($/ mile)
8" Materials
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
3,500,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00
length ( miles)
Costs ($)
8" Materials/ Mile
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00
length ( miles)
Cost per Mile ($/ mile)
8" Labor
0
2,000,000
4,000,000
6,000,000
8,000,000
10,000,000
12,000,000
14,000,000
16,000,000
18,000,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00
length ( miles)
Cost ($)
8" Labor/ Mile
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
800,000
900,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00
length ( miles)
Cost per Mile ($/ mile)
8" Misc
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00
length ( miles)
Cost ($)
8" Misc/ Mile
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00
length ( miles)
Cost per Mile ($/ mile)
8" Right of Way
0
500,000
1,000,000
1,500,000
2,000,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00
length ( miles)
Cost ($)
8" Right of Way/ Mile
0
20,000
40,000
60,000
80,000
100,000
120,000
140,000
160,000
180,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00
length ( miles)
Cost per Mile ($/ mile)
8" Total
0
5,000,000
10,000,000
15,000,000
20,000,000
25,000,000
30,000,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00
length ( miles)
Cost ($)
8" Total Cost/ Mile
0
500,000
1,000,000
1,500,000
2,000,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00
length ( miles)
Cost per Mile ($/ mile)
10" Materials
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
7,000,000
8,000,000
9,000,000
0.00 20.00 40.00 60.00 80.00 100.00 120.00
length ( miles)
Cost ($)
10" Materials/ Mile
0
50,000
100,000
150,000
200,000
250,000
300,000
350,000
400,000
0.00 20.00 40.00 60.00 80.00 100.00 120.00
length ( miles)
Cost per Mile ($/ mile)
10" Labor
0
5,000,000
10,000,000
15,000,000
20,000,000
25,000,000
30,000,000
0.00 20.00 40.00 60.00 80.00 100.00 120.00
length ( miles)
Cost ($)
10" Labor/ Mile
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
800,000
0.00 20.00 40.00 60.00 80.00 100.00 120.00
length ( miles)
Cost per Mile ($/ mile)
10" Misc
0
2,000,000
4,000,000
6,000,000
8,000,000
10,000,000
0.00 20.00 40.00 60.00 80.00 100.00 120.00
length ( miles)
Cost ($)
10" Misc/ Mile
0
50,000
100,000
150,000
200,000
250,000
300,000
350,000
400,000
450,000
0.00 20.00 40.00 60.00 80.00 100.00 120.00
length ( miles)
Cost per Mile ($/ mile)
10" Right of Way
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
3,500,000
4,000,000
0.00 20.00 40.00 60.00 80.00 100.00 120.00
length ( miles)
Cost ($)
10" Right of Way/ Mile
0
20,000
40,000
60,000
80,000
100,000
0.00 20.00 40.00 60.00 80.00 100.00 120.00
length ( miles)
Cost per Mile ($/ mile)
10" Total Cost
0
10,000,000
20,000,000
30,000,000
40,000,000
50,000,000
0.00 20.00 40.00 60.00 80.00 100.00 120.00
length ( miles)
Cost ($)
10" Total Cost/ Mile
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
1,400,000
0.00 20.00 40.00 60.00 80.00 100.00 120.00
length ( miles)
Cost per Mile ($/ mile)
12" Materials
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
3,500,000
4,000,000
4,500,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00 70.00
length ( miles)
Cost ($)
12" Materials/ Mile
0
50,000
100,000
150,000
200,000
250,000
300,000
350,000
400,000
450,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00 70.00
length ( miles)
Cost per Mile ($/ mile)
12" Labor
0
2,000,000
4,000,000
6,000,000
8,000,000
10,000,000
12,000,000
14,000,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00 70.00
length ( miles)
Cost ($)
12" Labor/ Mile
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00 70.00
length ( miles)
Cost per Mile ($/ mile)
12" Misc
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00 70.00
length ( miles)
Cost ($)
12" Misc/ Mile
0
200,000
400,000
600,000
800,000
1,000,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00 70.00
length ( miles)
Cost per Mile ($/ mile)
12" Right of Way
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00 70.00
length ( miles)
Cost ($)
12" Right of Way / Mile
0
50,000
100,000
150,000
200,000
250,000
300,000
350,000
400,000
450,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00 70.00
length ( miles)
Cost per Mile ($/ mile)
12" Total Cost
0
5,000,000
10,000,000
15,000,000
20,000,000
25,000,000
30,000,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00 70.00
length ( miles)
Cost ($)
12" Total Cost/ Mile
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
3,500,000
4,000,000
0.00 10.00 20.00 30.00 40.00 50.00 60.00 70.00
length ( miles)
Cost per Mile ($/ mile)
16" Materials
0
5,000,000
10,000,000
15,000,000
20,000,000
0.00 50.00 100.00 150.00 200.00 250.00
length ( miles)
Cost ($)
16" Materials/ Mile
0
200,000
400,000
600,000
800,000
1,000,000
0.00 50.00 100.00 150.00 200.00 250.00
length ( miles)
Cost per Mile ($/ mile)
16" Labor
0
5,000,000
10,000,000
15,000,000
20,000,000
25,000,000
0.00 50.00 100.00 150.00 200.00 250.00
length ( miles)
Cost ($)
16" Labor/ Mile
0
500,000
1,000,000
1,500,000
2,000,000
0.00 50.00 100.00 150.00 200.00 250.00
length ( miles)
Cost per Mile($/ mile)
16" Misc
0
2,000,000
4,000,000
6,000,000
8,000,000
10,000,000
12,000,000
14,000,000
0.00 50.00 100.00 150.00 200.00 250.00
length ( miles)
Cost ($)
16" Misc/ Mile
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
1,400,000
0.00 50.00 100.00 150.00 200.00 250.00
length ( miles)
Cost per Mile ($/ mile)
16" Right of Way
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
0.00 50.00 100.00 150.00 200.00 250.00
length ( miles)
Cost ($)
16" Right of Way/ Mile
0
100,000
200,000
300,000
400,000
500,000
600,000
0.00 50.00 100.00 150.00 200.00 250.00
length ( miles)
Cost per Mile ($/ mile)
16" Total
0
5,000,000
10,000,000
15,000,000
20,000,000
25,000,000
30,000,000
35,000,000
40,000,000
45,000,000
0.00 50.00 100.00 150.00 200.00 250.00
length ( miles)
Cost ($)
16" Total Cost/ Mile
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
3,500,000
4,000,000
4,500,000
0.00 50.00 100.00 150.00 200.00 250.00
length ( miles)
Cost per Mile ($/ mile)
20" Materials
0
5,000,000
10,000,000
15,000,000
20,000,000
25,000,000
30,000,000
35,000,000
40,000,000
45,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost ($)
20" Materials/ Mile
0
200,000
400,000
600,000
800,000
1,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
COst per Mile ($/ mile)
20" Labor
0
20,000,000
40,000,000
60,000,000
80,000,000
100,000,000
120,000,000
140,000,000
160,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost ($)
20" Labor/ Mile
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
3,500,000
4,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost per Mile ($/ mile)
20" Misc
0
10,000,000
20,000,000
30,000,000
40,000,000
50,000,000
60,000,000
70,000,000
80,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost ($)
20" Misc/ Mile
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost per Mile ($/ mile)
20" Right of Way
0
5,000,000
10,000,000
15,000,000
20,000,000
25,000,000
30,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
COst ($)
20" Right of Way/ Mile
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost per Mile ($/ mile)
20" Total Cost
0
50,000,000
100,000,000
150,000,000
200,000,000
250,000,000
300,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost ($)
20" Total Cost/ Mile
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
7,000,000
8,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost per Mile ($/ mile)
24" Materials
0
10,000,000
20,000,000
30,000,000
40,000,000
50,000,000
60,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost ($)
24" Materials/ Mile
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost per mile ($/ mile)
24" Labor
0
20,000,000
40,000,000
60,000,000
80,000,000
100,000,000
120,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost ($)
24" Labor/ Mile
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost per Mile ($/ mile)
24" Misc
0
10,000,000
20,000,000
30,000,000
40,000,000
50,000,000
60,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost ($)
24" Misc/ Mile
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost per Mile ($/ mile)
24" Right of Way
0
2,000,000
4,000,000
6,000,000
8,000,000
10,000,000
12,000,000
14,000,000
16,000,000
18,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost ($)
24" Right of Way/ Mile
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
COst per Mile ($/ mile)
24" Total Cost
0
50,000,000
100,000,000
150,000,000
200,000,000
250,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost ($)
24" Total Cost/ Mile
0
2,000,000
4,000,000
6,000,000
8,000,000
10,000,000
0.00 50.00 100.00 150.00 200.00 250.00 300.00
length ( miles)
Cost per Mile ($/ mile)
30" Materials
0
20,000,000
40,000,000
60,000,000
80,000,000
100,000,000
120,000,000
140,000,000
0.00 100.00 200.00 300.00 400.00
length ( miles)
Cost ($)
30" Materials/ Mile
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
3,500,000
0.00 100.00 200.00 300.00 400.00
length ( miles)
Cost per Mile
($/ mile)
30" Labor
0
50,000,000
100,000,000
150,000,000
200,000,000
0.00 100.00 200.00 300.00 400.00
length ( miles)
Cost ($)
30" Labor/ Mile
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
3,500,000
4,000,000
0.00 100.00 200.00 300.00 400.00
length ( miles)
Cost per Mile
($/ mile)
30" Misc
0
10,000,000
20,000,000
30,000,000
40,000,000
50,000,000
60,000,000
70,000,000
80,000,000
0.00 100.00 200.00 300.00 400.00
length ( miles)
Cpst ($)
30" Misc/ Mile
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
0.00 100.00 200.00 300.00 400.00
length ( miles) Cost per Mile
($/ mile)
30" Right of Way
0
5,000,000
10,000,000
15,000,000
20,000,000
25,000,000
30,000,000
0.00 100.00 200.00 300.00 400.00
length ( miles)
Cost ($)
30" Right of Way/ Mile
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
0.00 100.00 200.00 300.00 400.00
length ( miles)
Cost per Mile
($/ mile)
30" Total Cost
0
50,000,000
100,000,000
150,000,000
200,000,000
250,000,000
300,000,000
350,000,000
400,000,000
0.00 100.00 200.00 300.00 400.00
length ( miles)
Cost ($)
30" Total Cost/ Mile
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
7,000,000
8,000,000
9,000,000
0.00 100.00 200.00 300.00 400.00
length ( miles)
Cost per Mile
($/ mile)
36" Materials
0
20,000,000
40,000,000
60,000,000
80,000,000
100,000,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost ($)
36" Materials/ mile
0
200,000
400,000
600,000
800,000
1,000,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost per Mile ($/ mile)
36" Labor
0
20,000,000
40,000,000
60,000,000
80,000,000
100,000,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost ($)
36" Labor/ mile
0
500,000
1,000,000
1,500,000
2,000,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost per Mile ($/ mile)
36" Misc
0
10,000,000
20,000,000
30,000,000
40,000,000
50,000,000
60,000,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost ($)
36" Misc/ mile
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
1,400,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost per Mile ($/ mile)
36' Right of Way
0
5,000,000
10,000,000
15,000,000
20,000,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost ($)
36" Right of Way/ mile
0
100,000
200,000
300,000
400,000
500,000
600,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost per Mile ($/ mile)
36" Total
0
50,000,000
100,000,000
150,000,000
200,000,000
250,000,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost ($)
36" Total Cost/ mile
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
3,500,000
4,000,000
0.00 50.00 100.00 150.00 200.00
length ( miles)
Cost per Mile ($/ mile)
42" Materials
0
100,000,000
200,000,000
300,000,000
400,000,000
500,000,000
0.00 200.00 400.00 600.00 800.00 1,000.00
length ( miles)
Cost ($)
42" Materials/ Mile
0
500,000
1,000,000
1,500,000
2,000,000
0.00 200.00 400.00 600.00 800.00 1,000.00
length ( miles)
Cost per Mile
($/ mile)
42" Labor
0
100,000,000
200,000,000
300,000,000
400,000,000
500,000,000
0.00 200.00 400.00 600.00 800.00 1,000.00
length ( miles)
Cost ($)
42" Labor/ Mile
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
3,500,000
0.00 200.00 400.00 600.00 800.00 1,000.00
length ( miles)
Cost per Mile
($/ mile)
42" Misc
0
50,000,000
100,000,000
150,000,000
200,000,000
250,000,000
0.00 200.00 400.00 600.00 800.00 1,000.00
length ( miles)
Cost ($)
42" Misc/ Mile
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
0.00 200.00 400.00 600.00 800.00 1,000.00
length ( miles)
Cost per Mile
($/ mile)
42" Right of Way
0
5,000,000
10,000,000
15,000,000
20,000,000
25,000,000
30,000,000
35,000,000
40,000,000
45,000,000
0 200 400 600 800 1,000
length ( miles)
Cost ($)
42" Right of Way/ Mile
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
0.00 200.00 400.00 600.00 800.00 1,000.00
length ( miles)
COst per Mile
($/ mile)
42" Total Cost
0
200,000,000
400,000,000
600,000,000
800,000,000
1,000,000,000
1,200,000,000
1,400,000,000
0.00 200.00 400.00 600.00 800.00 1,000.00
length ( miles)
Cost ($)
42" Total Cost/ Mile
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
0.00 200.00 400.00 600.00 800.00 1,000.00
length ( miles)
Cost per Mile
($/ mille)
Appendix B: Raw Data
Year codes dia length Materials Labor Misc Right of Way Total
1993 4.00 0.20 13,733.59 19,455.92 61,801.16 286,116.48 381,107.16
1994LAT 4.00 0.20 13,440.11 19,040.15 61,600.49 280,002.24 374,082.99
1998 4.00 0.25 18,659.44 2,814.55 73,074.12 3,231.52 97,779.63
1999 4.00 0.27 67,504.68 7,690.41 9,305.70 0.00 84,500.79
1993 4.00 0.40 19,455.92 38,911.84 58,367.76 228,893.19 345,628.71
2000 4.00 1.00 41,094.49 223,510.02 14,347.12 0.00 278,951.63
1997 4.00 1.10 39,085.20 945,439.18 248,243.81 46,479.69 1,279,247.87
1996L 4.00 1.30 39,130.34 334,913.23 47,282.85 17,326.51 438,652.93
1992R 4.00 1.60 313,443.31 478,647.48 264,537.26 26,208.03 1,082,836.08
1994LAT 4.00 1.90 61,600.49 322,562.58 106,400.85 132,161.06 622,724.98
1997 4.00 2.10 57,043.26 685,575.45 222,891.25 353,879.47 1,319,389.43
1993 4.00 2.20 72,101.35 315,872.60 130,469.12 228,893.19 747,336.26
1994LAT 4.00 2.20 70,560.56 309,122.47 126,561.01 228,481.83 734,725.88
1997 4.00 2.30 61,268.68 1,063,751.12 302,118.00 178,524.27 1,605,662.07
1995 4.00 2.70 994,713.76 1,360,878.34 829,854.85 20,681.23 3,206,128.18
1994LAT 4.00 3.40 105,280.84 824,326.59 255,362.04 310,242.48 1,495,211.96
1997LAT 4.00 4.20 97,184.81 1,439,814.08 433,106.22 363,386.68 2,333,491.79
1993 4.00 5.00 154,502.90 996,829.83 337,617.45 457,786.37 1,946,736.56
1994LAT 4.00 5.00 151,201.21 855,686.85 250,882.01 191,521.53 1,449,291.59
1994 4.00 5.30 591,744.41 1,290,529.20 852,357.06 87,965.50 2,822,596.18
1994 4.00 5.50 619,922.72 1,351,982.98 892,946.18 92,154.34 2,957,006.22
1999LAT, C 4.00 5.62 119,319.70 3,194,555.97 1,569,275.43 885,992.55 5,769,143.66
1994LAT 4.00 6.20 183,681.47 862,406.90 274,402.20 237,441.90 1,557,932.46
1996 4.00 7.34 202,146.19 373,110.26 256,983.72 123,653.25 955,893.42
1992R 4.00 9.30 203,580.20 161,460.16 62,010.06 40,950.04 468,000.47
1993 4.00 15.40 454,352.98 2,346,155.17 729,024.80 573,377.43 4,102,910.38
1994LAT 4.00 15.40 444,643.56 2,296,018.37 703,365.63 589,124.71 4,033,152.27
1995 6.00 0.15 10,962.75 38,369.62 10,962.75 3,288.82 63,583.94
1991R, C 6.00 0.30 12,632.79 365,869.80 31,305.27 1,925.00 411,732.86
1997 6.00 0.30 29,577.99 766,914.91 207,045.90 117,255.59 1,120,794.38
1995 6.00 0.43 43,368.63 82,549.50 45,770.57 11,236.82 182,925.52
1992C 6.00 0.53 41,886.04 157,950.16 234,890.60 3,510.00 438,236.81
1993 6.00 0.57 144,088.26 90,412.81 46,330.27 572.23 281,403.57
1996 6.00 0.60 30,536.98 182,684.24 172,361.88 6,881.57 392,464.68
1996 6.00 0.83 119,352.27 13,978.19 243,005.53 0.00 376,335.99
1999LAT, L 6.00 0.84 45,915.95 171,824.49 211,151.60 41,283.18 470,175.22
2001L 6.00 0.84 44,091.19 164,995.95 202,760.15 39,642.53 451,489.81
2002L 6.00 1.30 93,749.03 613,396.04 1,426,189.55 550,107.52 2,683,442.15
1994LAT 6.00 1.50 78,400.63 441,283.53 128,801.03 95,200.76 743,685.95
1991 6.00 1.65 79,075.28 141,607.61 58,179.43 6,978.12 285,840.44
1997 6.00 1.70 82,395.82 1,493,688.27 397,190.09 72,888.61 2,046,162.78
1993LAT 6.00 1.77 105,309.18 582,457.63 316,242.26 83,233.57 1,087,242.64
1993LAT 6.00 1.90 64,155.33 244,381.24 159,778.89 69,583.53 537,898.99
1994LAT 6.00 2.00 91,840.73 349,442.80 129,921.04 170,241.36 741,445.93
1993 6.00 2.30 116,735.53 603,133.55 211,726.20 286,116.48 1,217,711.75
1999 6.00 2.40 84,933.19 151,955.03 42,312.68 24,502.23 303,703.13
1996 6.00 2.86 62,433.07 116,180.30 22,042.54 11,343.84 211,999.74
1995 6.00 2.90 1,071,854.24 1,466,415.62 894,210.57 22,285.08 3,454,765.51
2000 6.00 2.98 101,135.75 94,056.25 41,465.66 59,670.10 296,327.76
1996 6.00 3.50 118,492.08 412,958.86 99,868.82 19,677.00 650,996.75
1993 6.00 4.70 227,748.72 960,206.92 400,563.08 342,195.31 1,930,714.03
1994LAT 6.00 4.70 222,881.78 939,687.52 333,762.67 400,963.21 1,897,295.18
1995R 6.00 4.90 225,832.62 498,805.06 155,671.03 0.00 880,308.71
2000GATH. 6.00 5.69 245,759.88 306,441.34 109,226.61 134,510.55 795,938.39
1993 6.00 5.80 278,105.22 1,225,723.02 409,718.80 400,563.08 2,314,110.12
1993 6.00 5.90 278,105.22 1,225,723.02 410,863.27 400,563.08 2,315,254.59
1995R 6.00 6.00 113,245.19 427,273.13 136,420.44 31,572.72 708,511.48
2001L, C 6.00 6.18 108,151.93 2,983,569.61 1,433,952.19 850,781.98 5,376,455.70
1992R 6.00 7.50 1,657,891.66 7,307,827.31 2,236,094.54 1,446,121.45 12,647,934.95
1996R 6.00 7.50 286,015.35 1,259,112.71 155,910.63 51,611.79 1,752,650.48
1993 6.00 8.20 377,888.92 972,330.25 458,311.68 328,690.62 2,137,221.47
1997 6.00 8.60 443,669.78 3,053,927.01 943,326.47 410,922.73 4,851,845.98
2000 6.00 10.10 423,354.27 1,353,526.10 115,655.81 139,061.66 2,031,597.84
1994 6.00 10.70 1,211,667.13 2,642,512.18 1,745,303.24 180,119.84 5,779,602.40
1999 6.00 11.00 361,356.48 1,914,880.47 1,092,305.47 302,674.66 3,671,217.08
1993 6.00 11.20 391,407.35 1,716,698.90 565,366.17 515,009.67 3,188,482.09
1994LAT 6.00 11.90 548,804.39 2,596,180.77 788,486.31 537,604.30 4,471,075.77
1992 6.00 14.31 532,935.53 2,339,651.34 835,648.77 87,516.09 3,795,751.73
1991R 6.00 14.53 71,104.59 2,884,969.38 459,114.26 62,442.10 3,477,630.33
1993 6.00 17.60 832,026.73 3,341,840.53 1,054,053.13 640,900.92 5,868,821.31
1993 6.00 17.60 528,743.26 2,561,314.76 773,658.97 504,709.48 4,368,426.47
1996S 8.00 0.01 43,547.45 37,203.50 55,805.25 1,182.77 137,738.97
1991R, C 8.00 0.09 62,442.10 361,899.49 496,011.65 57,028.04 977,381.28
2003LAT 8.00 0.32 117,363.05 1,154,547.10 641,203.02 1,357,785.56 3,270,898.73
1993 8.00 0.53 52,187.65 50,814.29 22,801.19 572.23 126,375.36
1991R 8.00 0.56 10,226.55 141,006.05 395,815.54 67,856.15 614,904.29
1995 8.00 0.90 332,924.42 455,478.09 277,746.72 6,921.88 1,073,071.10
1995L 8.00 0.93 103,389.68 246,897.54 82,242.54 20,231.75 452,761.52
2000 8.00 1.50 142,090.68 387,329.71 328,425.22 62,213.66 920,059.27
1998R, S 8.00 2.13 749,504.85 1,694,360.47 1,264,984.88 43,260.71 3,752,110.91
1993LAT 8.00 2.20 115,589.91 279,290.89 223,130.80 57,223.30 675,234.90
1993LAT 8.00 2.30 113,804.55 269,338.61 197,413.51 83,233.57 663,790.24
1991 8.00 2.60 131,525.44 181,716.14 91,957.12 19,249.97 424,448.67
2003LAT 8.00 3.00 207,436.81 272,225.03 244,363.23 84,157.90 808,182.97
1995 8.00 3.50 393,124.16 868,600.50 532,022.19 582,319.28 2,376,066.13
1995 8.00 3.50 251,485.45 810,278.67 412,418.60 569,163.98 2,043,346.71
1996R, S 8.00 4.60 522,246.83 1,108,040.69 1,025,461.82 45,590.42 2,701,339.76
2003L 8.00 4.60 221,346.72 695,602.23 681,478.58 117,172.22 1,715,599.74
1992 8.00 4.85 686,790.69 975,780.98 1,196,879.61 345,150.35 3,204,601.61
1995 8.00 5.01 2,893,946.37 3,150,584.31 3,064,636.37 99,541.76 9,208,708.81
1992 8.00 5.34 269,685.27 1,002,574.00 625,330.53 273,429.27 2,171,019.07
2002R 8.00 5.47 168,545.61 468,409.02 430,070.13 28,092.06 1,095,116.82
2000GATH. 8.00 6.76 284,494.88 2,835,947.69 822,638.23 105,686.86 4,048,767.66
1991R 8.00 7.43 796,467.63 3,766,136.89 2,406,174.43 687,344.35 7,656,123.30
1994LAT 8.00 9.30 514,084.11 1,359,690.88 495,043.96 332,642.66 2,701,461.61
1993L 8.00 12.20 1,055,998.72 1,368,291.43 802,646.01 446,799.50 3,673,735.65
1995R 8.00 13.40 444,320.20 543,423.45 241,673.79 13,703.44 1,243,120.88
1996R 8.00 13.40 435,797.08 532,999.29 237,037.91 13,440.57 1,219,274.85
1992R 8.00 13.70 643,500.64 409,500.41 169,650.17 64,350.06 1,287,001.29
1995 8.00 15.80 818,654.21 1,661,558.03 417,834.20 84,709.16 2,982,755.60
2001L 8.00 21.00 821,025.37 1,233,169.23 989,777.96 39,642.53 3,083,615.08
1993 8.00 26.40 1,493,528.05 3,278,894.90 1,396,248.44 915,572.75 7,084,244.14
1993 8.00 31.30 1,743,021.62 5,067,695.16 1,906,680.25 1,718,987.83 10,436,384.86
1997LAT 8.00 38.30 2,232,081.55 15,860,138.38 4,785,295.52 1,619,394.71 24,496,910.16
1991 8.00 49.30 2,110,622.38 2,027,503.40 832,489.14 0.00 4,970,614.92
1991 10.00 0.20 17,685.91 657,747.51 82,097.53 3,849.99 761,380.94
2003LAT 10.00 0.64 339,436.85 165,964.71 373,984.52 38,300.43 917,686.52
1991 10.00 0.66 70,045.84 453,312.80 113,897.28 0.00 637,255.92
1991 10.00 0.84 54,621.80 120,552.96 41,762.82 20,814.03 237,751.60
1992 10.00 0.84 126,594.13 249,210.25 362,022.93 51,480.05 789,307.36
1996S 10.00 0.89 399,346.25 641,706.63 484,828.28 13,440.57 1,539,321.74
1995 10.00 0.96 110,833.39 27,406.87 110,240.30 18,965.56 267,446.12
1995 10.00 1.40 515,627.40 705,435.33 430,169.48 10,720.47 1,661,952.68
1991 10.00 2.00 126,989.67 256,698.39 75,161.52 0.00 458,849.57
2003LAT, 3 10.00 2.00 241,662.93 490,590.92 191,614.74 24,781.73 948,650.32
1993LAT 10.00 2.10 342,440.23 652,547.01 476,795.95 130,469.12 1,602,252.31
1997 10.00 2.10 246,131.09 1,467,279.35 442,613.43 178,524.27 2,334,548.14
1998R 10.00 2.30 376,733.03 426,371.31 314,272.91 23,246.12 1,140,623.37
1993 10.00 3.50 363,165.36 861,875.55 437,131.05 203,714.94 1,865,886.90
1993 10.00 4.40 279,249.69 928,161.87 350,206.58 400,563.08 1,958,181.21
2003C 10.00 5.33 398,495.27 1,644,683.84 119,921.19 331,669.89 2,494,770.19
1996 10.00 7.00 1,129,007.98 1,301,047.29 2,903,163.37 43,009.83 5,376,228.47
1994LAT 10.00 9.30 561,124.49 1,933,135.47 722,405.78 845,606.76 4,062,272.50
1991 10.00 12.37 1,710,273.47 5,473,439.85 1,259,998.56 476,244.33 8,919,956.21
1993 10.00 14.30 423,452.40 1,781,933.46 647,767.72 778,236.84 3,631,390.41
1997 10.00 14.50 1,188,506.84 2,042,771.88 448,951.57 360,439.44 4,040,669.73
1994 10.00 17.60 1,076,328.61 3,026,264.21 1,183,849.47 1,286,890.30 6,573,332.59
1993 10.00 20.40 1,268,068.26 5,301,166.21 1,856,323.75 1,487,805.72 9,913,363.93
1993 10.00 20.70 1,271,501.65 3,627,957.01 1,395,103.97 1,326,436.02 7,620,998.66
1992 10.00 34.13 2,236,223.24 6,094,887.09 1,812,795.13 574,587.57 10,718,493.04
1991 10.00 35.10 2,285,212.41 3,722,222.89 1,076,279.22 530,216.44 7,613,930.96
1994LAT 10.00 52.00 3,082,264.66 8,702,469.62 3,336,506.69 3,354,426.84 18,475,667.81
1997LAT 10.00 77.10 7,713,516.08 27,261,395.45 9,269,529.39 2,960,967.62 47,205,408.55
1997NGL 10.00 96.26 6,241,530.66 7,365,083.19 3,490,790.68 654,571.38 17,751,975.92
1992C 12.00 0.06 22,464.02 182,754.18 101,017.90 6,318.01 312,554.11
1991C 12.00 0.10 16,482.79 509,161.78 57,423.87 3,849.99 586,918.44
1994 12.00 0.23 80,248.64 106,624.85 138,802.71 209,441.68 535,117.88
1992 12.00 0.26 74,412.07 146,367.15 109,161.11 0.00 329,940.33
1992C 12.00 0.35 62,010.06 427,518.43 102,235.87 6,318.01 598,082.37
1991 12.00 0.43 141,727.93 165,309.14 88,970.97 6,737.49 402,745.53
2002LAT 12.00 0.81 82,338.81 259,609.42 47,250.85 22,279.91 411,479.00
1995 12.00 0.83 121,686.51 177,596.53 84,413.16 0.00 383,696.20
1996 12.00 1.00 143,341.00 576,280.08 527,841.34 85,159.46 1,332,621.88
1996R 12.00 1.00 320,315.69 411,496.53 371,819.96 2,688.11 1,106,320.29
2002 12.00 1.00 72,651.89 56,184.13 21,423.59 4,843.46 155,103.07
2003LAT, 3 12.00 1.00 157,081.38 318,884.00 124,549.87 16,108.32 616,623.57
2003LAT 12.00 1.00 71,562.84 55,341.93 19,268.53 4,770.86 150,944.15
1999 12.00 1.10 289,599.93 2,886,836.74 837,399.88 107,583.34 4,121,419.89
1992L 12.00 1.60 356,850.36 1,462,501.46 634,070.43 425,880.43 2,879,302.68
2000L 12.00 1.90 141,590.06 568,382.94 302,395.91 8,090.86 1,020,459.76
1994R 12.00 2.10 314,050.51 1,114,632.92 517,668.14 236,545.89 2,182,897.46
2001L 12.00 2.23 240,227.77 1,073,610.53 350,950.04 143,345.79 1,808,134.13
1994LAT 12.00 2.30 148,765.19 492,288.74 152,026.66 16,800.13 809,880.72
1992R 12.00 2.50 288,990.29 497,250.50 357,435.36 0.00 1,143,676.14
1992 12.00 2.67 256,932.26 633,438.63 288,610.04 52,533.05 1,231,513.98
1994L 12.00 2.70 198,468.95 2,347,818.78 383,990.59 61,600.49 2,991,878.82
1992L 12.00 2.90 566,280.57 2,977,652.98 426,229.09 1,141,921.14 5,112,083.77
2000L 12.00 2.93 280,146.04 1,258,128.79 836,392.69 129,453.77 2,504,121.28
1991L 12.00 3.10 689,389.66 3,487,854.47 511,327.41 860,233.17 5,548,804.70
1996LAT 12.00 3.30 428,288.64 1,838,870.13 578,713.36 285,262.68 3,131,134.81
1995 12.00 3.73 300,927.45 1,208,862.29 549,233.70 171,238.13 2,230,261.57
2000 12.00 3.77 268,593.30 1,222,370.22 774,015.19 115,755.94 2,380,734.65
1994L 12.00 3.80 249,125.83 827,238.62 250,549.36 24,640.20 1,351,554.01
1999LAT, L, C 12.00 4.09 1,745,526.80 4,225,091.11 3,586,385.82 46,224.80 9,603,228.53
2001L, C 12.00 4.09 284,220.10 1,932,004.67 1,317,693.81 410,166.68 3,944,085.26
1997LAT 12.00 4.10 518,671.10 1,490,519.20 554,587.23 492,262.19 3,056,039.72
1992L 12.00 4.90 796,770.80 4,949,104.95 921,115.01 859,950.86 7,526,941.62
1994LAT 12.00 4.90 323,682.59 1,226,409.81 421,123.37 399,843.20 2,371,058.97
1995 12.00 4.90 658,861.19 2,800,982.26 1,643,316.01 445,087.59 5,548,247.06
1995 12.00 5.16 497,160.65 1,027,648.05 1,277,119.65 83,316.89 2,885,245.24
1991 12.00 5.40 407,738.49 667,011.56 201,361.94 81,331.14 1,357,443.12
1992 12.00 5.46 439,218.44 1,025,155.03 411,226.16 108,342.11 1,983,941.73
2000L 12.00 5.62 606,814.53 2,498,053.14 1,653,569.59 272,055.18 5,030,492.43
2000 12.00 6.18 438,230.33 1,992,478.53 1,255,949.31 188,863.94 3,875,522.11
2000L 12.00 6.61 653,336.97 2,915,743.80 1,899,329.47 308,464.05 5,776,874.30
1996 12.00 8.47 691,382.98 1,304,273.03 558,052.51 362,357.80 2,916,066.32
1994R 12.00 9.50 1,775,326.20 3,201,545.61 1,691,101.53 182,785.46 6,850,758.81
1992 12.00 15.25 1,287,001.29 2,776,178.78 1,012,703.87 354,042.35 5,429,926.29
1992 12.00 16.00 1,520,995.23 4,250,546.48 1,538,162.22 1,144,465.93 8,454,169.86
1997 12.00 16.00 1,586,096.23 5,491,836.48 1,597,951.72 102,348.28 8,778,232.72
2000 12.00 16.29 1,249,026.57 1,125,640.95 444,997.32 322,623.06 3,142,287.89
1992 12.00 17.90 2,034,107.37 3,702,467.47 1,753,525.53 997,058.72 8,487,159.09
1991 12.00 18.33 1,365,304.33 2,199,790.66 673,531.29 272,146.49 4,510,772.77
1996
CRUDE
OIL 12.00 20.70 1,954,259.05 1,043,574.33 375,952.13 175,883.31 3,549,668.82
1995 12.00 21.00 1,289,219.23 3,318,424.00 1,692,648.38 994,321.30 7,294,612.91
1992 12.00 23.90 1,777,355.60 2,421,689.92 2,120,490.52 1,313,846.89 7,633,382.93
1994 12.00 26.10 1,747,213.98 5,166,601.33 1,975,695.81 2,044,016.35 10,933,527.47
1994L, LAT 12.00 30.00 1,999,215.99 12,476,899.82 3,279,386.24 1,071,848.57 18,827,350.62
1994LAT 12.00 35.30 2,484,179.87 8,514,308.11 3,099,064.79 3,270,426.16 17,367,978.94
1992 12.00 36.50 3,378,963.38 2,643,032.64 3,466,713.47 1,487,071.49 10,975,780.98
1992 12.00 37.00 2,749,007.18 8,323,700.75 3,183,904.23 3,434,542.27 17,691,154.42
1992 12.00 38.10 2,636,849.51 7,783,512.82 2,980,189.29 3,008,800.94 16,409,352.58
1994 12.00 55.90 3,740,829.93 12,918,183.35 4,644,677.16 4,549,476.40 25,853,166.83
1992 12.00 59.00 4,038,820.28 13,188,825.43 4,847,957.70 4,807,901.39 26,883,504.81
1992C 16.00 0.05 43,056.04 152,334.15 64,045.86 6,318.01 265,754.07
1991C 16.00 0.10 17,084.35 567,513.26 59,591.90 3,849.99 648,039.51
1996LAT 16.00 0.10 106,556.85 173,652.18 140,212.04 0.00 420,421.07
1996 16.00 0.10 106,986.95 54,837.53 108,922.39 0.00 270,746.87
2000 16.00 0.10 110,234.94 145,593.01 68,059.31 23,533.28 347,420.53
1999 16.00 0.11 126,006.34 206,986.23 151,958.12 10,295.06 495,245.74
2000 16.00 0.13 132,052.95 166,097.27 92,818.35 83,951.78 474,920.36
2000 16.00 0.26 131,204.43 229,408.25 121,293.12 122,904.21 604,810.02
2000 16.00 0.28 161,835.41 249,306.71 146,940.14 180,817.58 738,899.85
1991 16.00 0.34 80,849.89 73,631.15 18,187.62 1,684.37 174,353.02
1995 16.00 0.35 1,016,246.79 462,627.99 241,180.47 0.00 1,720,055.25
2000 16.00 0.60 96,111.33 258,370.50 275,033.63 110,773.99 740,289.45
2001LAT 16.00 0.61 143,865.79 510,029.26 1,408,761.89 120,113.89 2,182,770.82
2000 16.00 0.70 98,034.93 207,628.67 1,122,189.18 70,795.03 1,498,647.81
2000 16.00 0.78 278,816.10 600,447.02 311,992.68 345,237.01 1,536,492.81
1992 16.00 0.80 143,442.14 254,475.25 319,411.49 21,411.02 738,739.91
1994R 16.00 0.80 148,289.19 240,353.92 371,618.97 8,512.07 768,774.15
1991 16.00 0.81 85,301.44 167,354.45 24,204.43 2,767.18 279,627.51
2000 16.00 0.90 96,721.18 304,786.76 427,883.13 91,022.18 920,413.24
1991 16.00 0.91 101,904.54 182,393.49 26,249.74 3,970.31 314,518.09
2002 16.00 1.00 124,699.71 616,184.90 336,687.27 63,933.66 1,141,505.54
2002 16.00 1.00 82,338.81 84,663.67 32,523.83 6,393.37 205,919.68
2003 16.00 1.00 81,104.55 83,394.56 29,601.25 6,297.53 200,397.89
2000 16.00 1.20 214,841.67 311,008.63 546,166.45 121,362.91 1,193,379.65
2002L 16.00 1.40 152,523.44 878,641.31 1,146,990.27 239,770.61 2,417,925.64
1996 16.00 1.50 170,318.92 549,665.60 138,603.47 0.00 858,587.99
2002 16.00 1.50 181,823.47 711,891.66 439,417.04 95,900.50 1,429,032.66
1999 16.00 1.80 468,425.06 2,457,429.94 937,879.63 27,796.65 3,891,531.29
1992L 16.00 2.00 705,510.71 2,870,012.87 238,880.31 814,320.81 4,628,724.70
1998 16.00 2.00 950,475.35 677,101.01 484,086.31 79,417.28 2,191,079.95
2000 16.00 2.10 225,060.43 1,424,328.21 82,150.55 35,959.83 1,767,499.01
2003 16.00 2.70 317,133.10 1,572,664.90 836,216.52 5,963.57 2,731,978.09
1999LAT 16.00 2.90 338,707.35 436,510.39 368,563.02 77,212.92 1,220,993.68
2003 16.00 3.00 343,616.12 1,803,955.99 1,165,205.19 629,752.97 3,942,530.27
2001 16.00 3.54 455,938.47 1,921,026.36 495,828.14 6,920.14 2,879,713.11
2000 16.00 3.60 716,041.14 1,748,637.20 1,342,071.46 523,883.21 4,330,633.01
1993L 16.00 3.80 1,257,768.06 6,489,121.85 1,853,004.80 2,171,051.88 11,770,946.59
1994L 16.00 3.80 967,687.74 6,533,012.26 1,789,886.32 2,139,217.11 11,429,803.44
1993 16.00 4.00 453,551.85 550,488.11 307,485.95 209,437.27 1,520,963.18
2002L 16.00 5.20 667,236.90 3,889,852.95 4,038,972.41 453,299.36 9,049,361.63
1994LAT 16.00 5.50 485,271.88 2,163,017.30 469,231.11 11,200.09 3,128,720.39
2000 16.00 5.54 525,905.92 525,905.92 193,169.29 110,237.97 1,355,219.11
1991 16.00 5.70 598,313.22 864,805.03 249,277.52 168,196.64 1,880,592.42
1992 16.00 5.80 752,076.75 1,383,058.38 611,453.14 181,818.18 2,928,406.46
1995R 16.00 5.80 702,383.30 1,862,242.10 2,057,488.65 169,703.35 4,791,817.40
2000 16.00 6.10 682,199.10 1,653,302.59 2,959,382.87 616,928.10 5,911,812.66
2000 16.00 6.80 632,200.61 2,331,346.02 2,653,102.34 1,436,114.57 7,052,763.53
2000 16.00 6.90 1,074,396.47 1,813,016.17 3,323,442.26 697,836.71 6,908,691.61
2002LAT 16.00 7.04 854,386.24 3,027,162.12 1,312,577.50 339,042.16 5,533,168.01
1995L 16.00 7.10 792,606.72 1,206,121.60 949,154.77 247,758.12 3,195,641.21
1995 16.00 8.00 989,936.20 834,265.17 510,864.08 76,739.24 2,411,804.69
1999 16.00 8.00 7,281,693.33 13,925,093.17 9,402,295.80 1,801,634.85 32,410,717.15
2000 16.00 8.50 1,104,402.44 1,710,205.61 590,632.81 434,883.74 3,840,124.60
1992L 16.00 10.50 1,184,227.21 1,618,387.74 1,392,354.04 472,034.63 4,667,003.63
1992L 16.00 10.60 1,194,334.85 1,635,155.03 565,336.38 476,802.39 3,871,628.64
1993L 16.00 10.60 1,168,268.54 1,599,467.82 1,160,751.69 466,396.19 4,394,884.24
1997 16.00 12.10 2,028,204.72 8,564,939.52 2,781,387.00 1,871,863.94 15,246,395.18
1999LAT 16.00 12.20 1,090,246.46 1,493,812.67 1,223,052.69 275,907.51 4,083,019.33
1994 16.00 12.90 1,428,011.42 3,454,107.63 1,336,170.69 1,051,688.41 7,269,978.16
1994L 16.00 14.00 1,209,189.67 4,340,034.72 1,053,550.99 58,240.47 6,661,015.85
1992 16.00 14.27 1,563,004.56 2,849,771.85 934,259.97 445,302.45 5,792,338.83
1991 16.00 14.40 1,465,043.25 2,117,497.02 604,476.82 411,829.11 4,598,846.20
1999 16.00 15.00 5,662,280.97 1,750,159.57 0.00 5,456,379.85 12,868,820.39
2002LAT 16.00 16.40 1,636,120.58 4,752,402.36 2,913,379.57 339,042.16 9,640,944.67
2002L 16.00 22.10 2,047,717.76 4,010,481.25 2,078,425.29 251,859.89 8,388,484.19
2002L 16.00 24.20 2,210,942.34 3,651,484.04 2,185,853.22 275,786.58 8,324,066.18
2003L 16.00 28.00 2,347,261.05 2,254,706.45 387,621.54 170,796.64 5,160,385.68
2000 16.00 29.80 2,861,818.22 14,432,172.29 12,777,894.76 4,948,967.91 35,020,853.18
1991 16.00 31.91 4,162,203.88 9,460,278.88 2,045,749.97 19,129.66 15,687,362.39
1992 16.00 31.91 3,297,531.30 10,179,829.18 3,677,909.21 53,469.05 17,208,738.74
1997 16.00 33.00 3,264,351.13 11,302,768.71 3,288,750.86 210,643.85 18,066,514.55
1993 16.00 35.00 3,318,378.98 4,726,186.53 2,275,971.94 1,922,702.77 12,243,240.21
1995 16.00 36.80 2,916,091.12 4,783,047.21 1,558,902.85 706,001.01 9,964,042.18
1995 16.00 43.90 4,910,215.09 3,865,465.15 2,148,698.72 367,252.08 11,291,631.04
1999LAT, C 16.00 45.82 6,047,110.18 18,865,587.74 12,254,514.38 3,579,591.08 40,746,803.39
1996 16.00 109.53 9,736,349.76 20,438,270.14 6,914,905.06 5,085,912.13 42,175,437.09
2002 16.00 219.00 17,620,505.27 17,633,098.26 6,179,329.08 1,338,247.83 42,771,180.45
1998R 20.00 0.01 44,824.35 347,128.11 327,322.01 11,466.69 730,741.17
1996 20.00 0.03 1,067,934.02 712,027.70 920,087.74 21,504.91 2,721,554.38
1992C 20.00 0.05 66,222.07 153,855.15 64,981.86 6,318.01 291,377.09
1992C 20.00 0.06 53,118.05 125,892.13 79,757.81 6,318.01 265,086.00
1992C 20.00 0.18 180,297.18 551,772.55 204,204.98 5,031.01 941,305.72
2003LAT 20.00 0.19 400,847.30 320,696.93 137,209.81 0.00 858,754.04
1991C 20.00 0.30 41,748.38 458,269.67 32,155.88 2,646.87 534,820.79
1996 20.00 0.30 91,073.31 145,480.74 187,200.28 2,150.49 425,904.82
1992C 20.00 0.35 137,241.14 287,352.29 105,269.69 6,318.01 536,181.12
2003LAT 20.00 0.49 766,199.44 521,931.62 44,215.34 47,708.56 1,380,054.96
1996 20.00 0.59 145,803.32 330,638.05 133,921.85 28,332.72 638,695.94
2000 20.00 0.84 387,266.00 523,459.45 333,949.25 393,924.78 1,638,599.47
1995R 20.00 0.90 283,856.26 514,039.99 478,495.47 8,395.27 1,284,786.99
1994 20.00 1.00 922,914.26 608,724.87 5,235,805.57 375,203.00 7,142,647.70
1995 20.00 1.20 178,692.80 407,814.25 310,465.04 10,962.75 907,934.84
1991 20.00 1.24 218,487.19 934,104.94 169,014.76 330,016.72 1,651,623.61
1992 20.00 1.24 259,272.26 711,243.71 416,335.56 358,722.36 1,745,573.89
1995 20.00 1.30 132,101.12 298,515.64 163,564.21 16,663.38 610,844.35
1996R 20.00 1.40 675,469.34 1,099,976.34 654,932.15 25,483.32 2,455,861.16
1991 20.00 1.42 232,202.80 310,646.44 51,557.44 9,023.42 603,430.10
1992 20.00 1.50 457,395.58 1,723,100.50 219,904.06 257,444.72 2,657,844.86
2000 20.00 1.52 550,698.34 1,008,585.41 565,372.13 630,942.48 2,755,598.37
1991C 20.00 1.59 619,247.57 6,014,533.73 519,446.08 19,009.35 7,172,236.73
1992C 20.00 1.59 1,128,700.13 2,859,599.86 832,781.09 31,122.03 4,852,203.11
1992R 20.00 1.60 235,872.24 404,118.40 58,734.06 9,126.01 707,850.71
2002L 20.00 1.74 398,132.36 711,019.84 329,355.24 33,904.22 1,472,411.66
1992 20.00 1.82 371,124.37 1,000,117.00 658,470.81 106,236.11 2,135,948.29
1991 20.00 1.86 317,865.18 1,332,338.75 307,515.91 64,126.47 2,021,846.31
2000L 20.00 2.20 475,338.05 757,506.80 196,203.36 87,988.11 1,517,036.32
2000L 20.00 2.30 507,701.49 597,712.31 300,373.19 8,090.86 1,413,877.85
2002L 20.00 2.50 374,883.76 856,323.62 476,596.40 49,403.29 1,757,207.07
1992 20.00 2.67 414,765.41 842,985.84 325,293.09 52,533.05 1,635,577.40
1993LAT 20.00 2.85 694,616.43 1,207,463.06 970,530.00 457,786.37 3,330,395.87
2000 20.00 2.85 642,441.62 1,382,951.55 1,004,851.48 1,840,464.42 4,870,709.06
2001L 20.00 3.00 585,246.26 1,799,236.81 735,512.19 145,322.97 3,265,318.23
1995 20.00 3.10 1,144,935.21 1,566,399.18 955,178.80 23,804.51 3,690,317.70
1992 20.00 3.13 467,766.47 706,446.71 560,260.91 86,580.09 1,821,054.17
1995L 20.00 3.15 509,767.81 1,176,302.92 370,540.90 88,798.26 2,145,409.90
1992L 20.00 3.22 999,649.00 1,334,282.20 850,409.50 503,502.98 3,687,843.69
1992 20.00 3.52 434,070.43 603,720.60 235,033.35 15,795.02 1,288,619.40
1991 20.00 3.85 645,475.65 2,047,354.93 594,181.70 129,817.00 3,416,829.29
1992 20.00 3.85 641,862.64 1,831,402.83 896,458.41 215,163.22 3,584,887.09
2002L 20.00 3.93 578,309.05 1,827,921.57 666,460.01 74,589.27 3,147,279.91
1992R 20.00 4.00 1,218,046.10 4,588,624.08 585,605.48 685,576.23 7,077,851.88
1991 20.00 4.50 829,312.90 1,243,223.41 736,977.99 97,452.99 2,906,967.29
2001L 20.00 4.74 888,743.90 2,290,566.86 970,797.00 229,353.26 4,379,461.02
1993R 20.00 4.90 1,166,554.13 4,685,100.20 3,627,865.46 1,146,182.63 10,625,702.42
1992L 20.00 5.00 874,663.62 1,279,331.93 1,042,682.81 213,408.21 3,410,086.58
1996R 20.00 5.20 1,197,286.08 1,767,811.44 825,681.17 26,343.52 3,817,122.21
1992 20.00 5.46 735,228.74 1,343,161.34 478,377.21 108,342.11 2,665,109.40
1998R 20.00 5.50 925,049.52 3,680,704.68 1,771,708.54 120,400.29 6,497,863.03
2000 20.00 5.50 1,102,379.72 1,421,968.71 517,815.06 10,113.58 3,052,277.07
1996L 20.00 6.10 5,408,593.36 6,662,759.94 3,506,268.68 138,384.12 15,716,006.11
2002L 20.00 6.36 984,190.95 2,609,655.92 1,022,938.62 118,180.41 4,734,965.90
2003 20.00 6.40 1,084,892.61 1,782,391.73 907,416.77 115,454.71 3,890,155.82
1995 20.00 6.50 1,482,163.61 2,978,578.79 2,649,696.33 151,285.93 7,261,724.66
2003L 20.00 6.53 876,452.01 2,773,301.34 2,166,704.20 709,119.01 6,525,576.56
1996R 20.00 7.30 1,321,541.47 3,288,671.21 2,838,293.80 214,780.33 7,663,286.81
1991 20.00 7.40 1,302,944.04 2,751,942.44 1,707,339.05 557,767.97 6,319,993.50
2001L 20.00 7.59 1,241,671.12 3,464,025.15 1,448,286.77 367,756.09 6,521,739.13
2002L 20.00 7.67 1,181,707.22 1,801,379.42 908,051.77 98,709.70 3,989,848.11
1995L 20.00 7.79 1,235,501.77 2,693,547.33 851,805.56 219,254.97 5,000,109.63
2003R 20.00 8.12 1,333,931.28 3,425,474.46 1,305,306.15 52,479.41 6,117,191.30
1993R 20.00 8.20 1,958,982.34 6,713,093.83 3,627,865.46 1,146,182.63 13,446,124.27
1996LAT 20.00 8.40 1,804,262.27 9,336,358.36 2,993,484.01 1,282,768.11 15,416,872.76
2001LAT 20.00 9.00 1,452,241.14 6,248,887.83 3,764,557.01 988,591.65 12,454,277.64
2002L 20.00 9.43 1,234,113.45 4,011,353.07 1,737,833.23 111,399.57 7,094,699.32
2003LAT 20.00 9.60 1,188,420.18 3,968,970.35 1,914,353.60 2,323,025.10 9,394,769.23
1992 20.00 9.92 1,548,145.55 1,820,989.82 1,088,043.76 231,192.23 4,688,371.36
1994 20.00 10.80 1,322,730.58 1,486,251.89 630,565.04 269,922.16 3,709,469.68
2001L 20.00 11.16 1,804,179.77 4,864,859.52 2,120,529.09 518,022.03 9,307,590.41
2000R 20.00 12.90 3,814,456.34 4,439,986.04 1,746,001.60 302,395.91 10,302,839.89
1991 20.00 13.24 2,709,072.75 4,146,925.42 2,007,772.18 168,677.89 9,032,448.24
2000 20.00 14.04 2,793,812.51 7,254,309.90 4,173,202.06 5,606,885.32 19,828,209.80
2001LAT 20.00 14.20 5,531,170.29 5,694,287.92 398,402.44 3,591,553.47 15,215,414.12
1992 20.00 14.27 1,942,318.94 3,216,801.22 1,034,077.45 445,302.45 6,638,500.06
1992L 20.00 15.30 2,564,557.15 3,835,747.05 3,059,539.02 572,832.57 10,032,675.79
2000L 20.00 15.40 2,769,828.17 8,016,149.36 6,544,682.79 1,370,495.67 18,701,155.98
2001L 20.00 15.40 2,902,023.65 8,951,355.36 8,958,589.87 1,910,747.97 22,722,716.85
2003 20.00 15.67 2,646,930.91 4,758,749.27 1,476,470.14 487,008.96 9,369,159.28
1995 20.00 17.50 3,318,752.88 11,072,376.07 3,677,015.50 239,645.68 18,307,790.13
2003 3.00 20.00 17.50 4,954,090.05 10,057,113.82 3,928,102.25 508,025.53 19,447,331.66
1994LAT 20.00 17.70 2,186,257.49 5,221,481.77 2,291,538.33 2,815,702.53 12,514,980.12
2002 20.00 18.14 3,199,959.31 7,432,424.05 15,149,370.35 4,124,924.44 29,906,678.16
2000R 20.00 19.30 4,614,833.58 13,957,962.92 9,335,999.27 3,411,425.31 31,320,221.08
1991 20.00 20.49 2,796,058.57 3,661,104.23 1,509,919.75 354,921.38 8,322,003.92
1993 20.00 20.50 2,576,192.82 5,729,196.47 2,600,226.60 3,297,206.36 14,202,822.25
2002R 20.00 23.80 4,733,125.39 13,576,894.76 4,574,259.92 4,644,780.69 27,529,060.76
1992 20.00 26.41 3,607,698.61 5,386,685.39 2,191,783.08 442,026.44 11,628,193.52
2001LAT 20.00 26.88 49,429.58 13,977,697.37 3,588,587.70 1,397,868.60 19,013,583.25
1991 20.00 28.40 4,664,509.07 3,969,103.79 1,342,685.61 340,483.90 10,316,782.37
1991 20.00 28.44 5,582,732.77 9,207,021.43 5,785,154.66 1,668,010.15 22,242,919.02
2001 20.00 32.00 8,586,907.09 22,182,019.50 3,756,895.43 1,252,298.48 35,778,120.49
1994 20.00 32.50 3,974,911.80 8,893,991.15 4,063,392.51 5,168,841.35 22,101,136.81
1992L 20.00 42.40 5,048,555.05 7,031,707.03 2,757,875.28 184,860.18 15,022,997.54
2001L 20.00 48.00 5,307,452.00 6,973,723.23 4,472,586.35 889,831.35 17,643,592.94
2001LAT 20.00 48.90 8,693,674.99 34,784,585.88 9,948,197.80 4,235,126.64 57,661,585.31
1999LAT 20.00 55.70 6,552,803.34 9,857,516.42 7,696,584.10 1,217,905.16 25,324,809.03
1999 20.00 58.00 12,106,986.23 19,153,952.27 7,746,515.12 308,851.69 39,316,305.31
1991 20.00 82.50 9,778,986.25 12,801,232.00 5,259,313.98 1,253,654.49 29,093,186.71
2001 20.00 84.00 13,174,170.08 16,210,036.18 6,397,769.74 7,137,730.59 42,919,706.59
1991 20.00 140.70 16,930,351.19 17,377,913.06 8,676,157.71 2,139,153.24 45,123,575.20
1994 20.00 229.00 25,754,971.16 56,168,747.27 37,097,846.22 3,828,593.83 122,850,158.48
1996 20.00 241.90 39,657,010.60 146,279,539.15 74,465,726.54 24,089,888.39 284,492,164.68
1991 24.00 0.10 24,062.47 459,352.48 41,658.14 3,128.12 528,201.21
1992C 24.00 0.10 101,790.10 274,716.27 75,772.79 4,797.00 457,076.17
1994C 24.00 0.10 25,435.40 201,601.61 82,488.66 16,800.13 326,325.81
2000 24.00 0.10 19,406.94 70,328.79 54,716.47 10,113.58 154,565.77
1995 24.00 0.38 12,385,494.09 647,679.19 337,652.66 0.00 13,370,825.93
1991 24.00 0.39 113,093.59 204,290.34 40,566.91 11,309.36 369,260.20
1992 24.00 0.39 195,741.20 336,375.34 150,589.68 99,684.10 782,390.31
1994C 24.00 0.40 129,025.03 801,926.42 670,277.20 421,123.37 2,022,352.02
1998R 24.00 0.46 133,430.63 790,159.49 1,053,893.46 28,145.52 2,005,629.10
1998R 24.00 0.47 132,388.20 848,535.39 1,119,566.35 50,036.48 2,150,526.43
1996LAT 24.00 0.90 642,459.30 1,005,354.72 996,430.18 130,642.35 2,774,886.56
2001LAT 24.00 1.00 650,611.94 1,891,966.70 1,310,239.83 1,119,441.64 4,972,260.12
2000 24.00 1.50 558,269.36 1,076,263.44 262,197.48 84,519.15 1,981,249.43
2002R 24.00 1.50 742,986.67 2,244,459.08 1,394,916.31 74,589.27 4,456,951.33
1996L 24.00 2.30 590,309.89 1,676,415.56 1,308,896.58 156,770.82 3,732,392.85
1992 24.00 3.60 1,967,941.97 9,358,839.36 969,110.80 1,893,061.89 14,188,954.02
1992 24.00 4.30 1,210,951.21 1,801,333.80 937,650.64 248,625.25 4,198,560.90
1991 24.00 4.40 1,551,150.79 5,462,919.74 764,843.53 786,120.77 8,565,034.83
1992 24.00 4.54 925,353.93 2,308,763.31 784,454.19 147,303.15 4,165,874.58
2002L 24.00 4.80 1,694,242.10 7,524,798.51 1,492,297.93 165,810.99 10,877,149.53
1991 24.00 5.00 1,017,962.63 1,837,530.23 361,252.21 101,663.92 3,318,408.99
1994 24.00 5.00 1,113,781.71 1,646,413.17 463,284.99 24,640.20 3,248,120.06
1995R 24.00 5.00 914,293.23 3,108,596.99 1,569,646.34 58,760.33 5,651,296.89
1996 24.00 5.00 1,031,483.19 2,862,196.51 1,980,495.04 791,273.31 6,665,448.05
2000 24.00 5.08 1,652,852.53 2,201,316.79 1,392,747.56 291,997.13 5,538,914.00
1991 24.00 5.27 1,031,196.99 1,870,255.18 415,029.42 2,767.18 3,319,248.77
2000 24.00 5.60 986,579.29 1,464,445.73 635,334.81 106,799.36 3,193,159.18
2001LAT 24.00 5.60 1,981,137.67 4,685,924.43 3,011,250.17 3,068,588.49 12,746,900.77
2001L 24.00 5.64 1,571,860.73 1,809,122.72 401,368.21 98,859.17 3,881,210.83
2002L 24.00 5.72 1,141,119.03 2,313,236.21 961,911.04 108,493.49 4,524,759.76
1998 24.00 5.80 1,503,075.16 5,861,253.00 1,437,506.52 119,879.08 8,921,713.75
2002 24.00 5.80 2,705,192.19 11,806,729.50 24,925,198.58 10,246.82 39,447,367.10
2003 24.00 5.80 2,861,136.61 12,498,614.54 21,000,394.07 5,160,991.57 41,521,136.80
2000 24.00 6.30 2,432,004.41 3,143,996.08 3,601,649.52 637,155.25 9,814,805.26
2000LAT 24.00 6.50 2,003,499.30 6,039,018.17 4,942,807.73 1,266,725.33 14,252,050.53
2003LAT 24.00 6.60 4,069,539.99 35,115,407.00 12,886,081.51 6,093,337.02 58,164,365.52
2002L 24.00 6.62 1,017,126.47 2,683,276.50 1,060,717.61 119,149.10 4,880,269.68
2001R 24.00 6.88 1,605,041.82 3,455,626.08 1,224,329.24 219,924.08 6,504,921.21
1995R 24.00 7.00 195,356.18 4,539,454.93 2,098,489.33 85,290.18 6,918,590.63
1996L 24.00 7.00 2,396,722.65 5,094,406.57 3,101,116.11 787,617.47 11,379,862.80
1994 24.00 7.20 1,638,860.95 2,374,419.00 683,010.58 44,800.36 4,741,090.89
1996L 24.00 7.40 2,672,845.75 5,790,198.06 3,034,343.35 518,160.90 12,015,548.05
1999L 24.00 7.40 1,661,375.01 1,507,731.59 280,375.56 34,130.17 3,483,612.33
1991 24.00 7.55 1,400,796.47 2,060,468.98 549,832.16 13,234.36 4,024,331.97
1996 24.00 7.60 1,613,621.21 4,379,905.81 2,369,841.51 1,119,760.87 9,483,129.40
1996L 24.00 7.80 1,650,609.66 4,504,526.78 2,457,904.13 1,274,811.29 9,887,851.87
2002R 24.00 7.88 1,418,164.91 4,022,977.37 2,739,460.63 149,178.55 8,329,781.46
1999L 24.00 8.20 1,843,721.05 1,673,214.32 311,148.52 83,941.77 3,912,025.66
2000L 24.00 8.20 1,929,014.84 5,172,353.53 3,520,945.21 3,960,148.47 14,582,462.05
1999L 24.00 8.30 1,863,981.72 1,691,601.29 314,567.50 84,864.21 3,955,014.72
1996L 24.00 8.40 2,609,406.25 5,926,861.79 3,001,655.88 550,095.70 12,088,019.61
1994R 24.00 8.60 2,213,137.71 5,185,178.92 1,206,933.98 85,568.68 8,690,819.29
2002R 24.00 8.60 2,510,752.48 7,039,290.14 3,365,913.67 1,671,962.18 14,587,918.47
1991 24.00 8.62 1,497,286.96 2,038,692.45 541,169.68 44,756.19 4,121,905.27
2002L 24.00 8.93 1,509,221.95 4,316,491.01 1,663,243.96 168,552.39 7,657,509.30
1991 24.00 9.02 1,700,494.48 3,140,392.46 622,107.39 48,606.18 5,511,600.51
1992 24.00 9.02 1,516,789.52 2,628,173.63 1,208,446.24 137,124.14 5,490,533.52
2000 24.00 9.10 1,783,823.34 2,974,892.04 3,765,044.45 920,335.37 9,444,095.19
2002L 24.00 9.40 2,671,652.20 10,148,984.81 1,822,437.81 202,493.41 14,845,568.23
2000 24.00 9.47 3,624,835.91 5,982,115.15 3,520,945.21 3,960,148.47 17,088,044.74
2000 24.00 9.52 2,964,170.64 6,560,721.91 3,367,733.65 3,366,123.57 16,258,749.76
2002LAT 24.00 9.60 3,345,861.75 4,223,496.59 2,917,699.94 998,721.33 11,485,779.60
1991 24.00 9.90 1,925,959.79 3,476,184.17 692,769.23 192,379.42 6,287,292.61
1992 24.00 9.91 1,823,446.82 4,540,189.54 1,192,566.98 250,614.25 7,806,817.60
1999L 24.00 10.10 2,269,195.13 2,059,340.70 382,951.39 103,312.95 4,814,800.17
2001 24.00 10.10 2,636,573.94 12,609,486.53 10,349,566.01 6,053,146.69 31,648,773.16
1994 24.00 10.40 2,315,439.32 3,415,467.32 941,013.61 44,800.36 6,716,720.61
1994 24.00 10.40 2,315,439.32 3,415,467.32 941,013.61 44,800.36 6,716,720.61
1991 24.00 10.70 5,400,700.22 15,711,587.28 2,006,383.77 6,015,616.54 29,134,287.81
1991 24.00 10.72 1,915,612.93 3,155,672.12 736,420.95 19,490.60 5,827,196.60
1999L 24.00 11.00 2,471,801.84 2,243,210.41 417,071.26 112,537.32 5,244,620.83
2002L 24.00 11.20 2,876,046.19 7,009,454.43 1,393,440.02 154,826.99 11,433,767.63
1994 24.00 11.40 2,164,894.44 2,899,582.24 2,387,239.74 1,335,050.68 8,786,767.09
1991 24.00 11.67 2,106,067.35 3,097,681.58 756,392.80 66,532.72 6,026,674.45
1999 24.00 11.80 3,263,738.75 6,175,695.43 2,979,752.71 1,091,893.67 13,511,080.57
2001 24.00 11.93 3,379,006.27 8,841,963.74 4,503,034.98 6,897,403.96 14,092,000.00
1991 24.00 12.10 2,106,307.98 3,097,801.89 756,874.05 66,532.72 6,027,516.63
2002 24.00 12.57 5,898,875.35 5,353,211.21 309,602.64 789,871.36 12,351,560.56
2002R 24.00 12.82 2,384,919.40 6,241,281.77 4,534,446.68 121,086.48 13,281,734.35
1992R 24.00 13.16 2,519,246.52 5,596,232.60 2,233,649.23 268,632.27 10,617,760.62
1991 24.00 14.66 2,641,818.16 3,079,394.11 822,119.42 29,717.15 6,573,048.83
1992 24.00 14.66 2,357,552.36 4,332,163.33 1,702,680.47 74,412.07 8,466,808.24
2000L 24.00 14.80 3,124,580.03 9,644,385.45 7,324,490.02 3,580,779.15 23,674,234.66
1991 24.00 15.00 2,726,518.04 4,041,050.57 936,846.85 37,657.76 7,742,073.22
1993 24.00 15.10 3,620,403.54 6,809,228.97 3,204,962.40 791,741.53 14,426,336.45
1991 24.00 15.31 2,850,439.74 2,677,430.61 995,559.27 50,170.24 6,573,599.87
1992 24.00 15.31 2,599,157.60 3,884,871.88 1,888,242.66 95,940.10 8,468,212.24
2000L 24.00 15.70 190,009.81 2,806,759.91 2,658,166.21 736,326.95 6,391,262.88
2003 24.00 15.81 3,411,650.43 4,332,167.97 5,527,049.80 659,036.48 13,929,904.68
1996 24.00 16.00 4,214,640.55 10,827,939.18 4,070,235.05 174,942.47 19,287,757.25
1991 24.00 16.08 3,839,046.16 6,214,974.07 2,873,544.52 763,622.36 13,691,187.12
2002L 24.00 17.35 3,052,348.11 7,259,376.94 3,088,189.71 317,730.94 13,717,645.69
1991 24.00 17.70 4,097,477.05 7,388,981.80 3,363,074.94 821,612.91 15,671,146.70
1991 24.00 18.77 3,296,196.93 3,815,344.63 1,060,923.76 58,832.73 8,231,298.05
1992 24.00 18.77 3,034,866.03 4,464,607.46 2,050,836.55 114,660.11 9,664,970.16
1999 24.00 19.01 4,225,646.01 9,369,774.74 6,925,904.42 1,894,100.93 22,415,426.11
2002L 24.00 19.60 5,360,740.86 22,051,301.92 3,794,776.81 421,641.55 31,628,461.14
1991 24.00 19.62 3,577,005.91 6,018,985.29 1,297,013.85 105,874.85 10,998,879.89
1992 24.00 19.62 3,249,912.25 8,026,676.03 2,632,466.36 202,761.20 14,111,815.84
1992 24.00 20.80 3,523,692.52 9,474,552.47 2,797,297.30 299,403.30 16,094,945.59
1991 24.00 20.81 4,049,833.37 8,648,892.52 1,380,824.62 145,337.30 14,224,887.81
2000 24.00 22.00 6,721,938.37 10,432,305.79 12,027,269.23 2,224,986.60 31,406,499.99
2002L 24.00 22.37 3,212,182.27 9,193,854.62 3,515,382.83 418,474.89 16,339,894.61
1996L 24.00 23.00 5,109,137.44 19,964,301.84 7,290,165.80 217,199.63 32,580,804.71
2000 24.00 25.90 7,364,127.15 12,364,136.25 14,047,787.66 2,619,416.04 36,395,467.10
2001L 24.00 26.20 5,303,991.93 4,612,669.79 2,988,413.71 891,017.66 13,796,093.09
1991 24.00 26.86 4,848,225.99 6,507,814.29 1,591,077.64 310,405.81 13,257,523.73
2001L 24.00 27.00 6,247,800.38 6,884,354.55 3,963,955.95 2,492,832.71 19,588,943.59
1991 24.00 30.29 5,295,426.93 5,496,348.52 1,373,483.16 89,993.62 12,255,252.23
1992 24.00 30.40 5,114,894.11 9,566,865.57 3,481,104.48 1,045,630.05 19,208,494.21
1991 24.00 30.43 5,601,621.81 6,617,418.82 1,875,084.52 534,908.62 14,629,033.77
2001L 24.00 35.10 7,237,677.21 8,911,461.73 3,352,314.29 1,401,822.96 20,903,276.19
2000 24.00 37.08 11,131,430.97 27,603,541.77 13,514,522.08 13,203,194.88 65,452,689.71
2000 24.00 37.70 11,552,120.31 17,426,447.00 20,498,567.92 3,812,817.95 53,289,953.17
1991 24.00 41.00 8,350,667.13 7,789,106.92 4,092,979.78 436,098.51 20,668,852.34
2003 3.00 24.00 41.00 10,995,663.29 22,321,886.78 8,718,757.10 1,127,568.87 43,163,876.03
1997 24.00 42.10 10,708,287.12 23,549,358.26 8,889,241.01 3,273,649.18 46,420,535.57
1991 24.00 42.38 7,614,567.42 6,927,584.01 1,433,183.34 1,270,498.21 17,245,832.98
2000 24.00 44.93 8,786,674.35 5,266,138.74 2,306,906.56 898,085.50 17,257,805.15
1995 24.00 45.00 13,850,621.59 17,237,711.86 2,045,679.58 204,568.18 33,338,581.20
1991 24.00 50.31 8,778,468.91 9,548,588.13 2,856,033.06 282,012.10 21,465,102.21
1991 24.00 60.92 10,885,378.44 16,671,318.74 3,370,946.98 394,504.13 31,322,148.30
1992 24.00 60.92 9,757,458.76 18,239,850.24 6,210,559.26 632,736.63 34,840,604.89
1991 24.00 62.75 11,273,265.40 10,257,829.32 2,124,938.34 1,881,684.85 25,537,717.92
1996 24.00 64.10 17,563,063.16 43,321,649.00 13,138,427.13 11,445,990.41 85,469,129.70
1997 24.00 64.10 17,254,529.13 42,560,608.46 12,907,621.61 11,244,916.28 83,967,675.49
1991 24.00 68.58 12,053,250.24 13,412,587.08 3,780,024.54 213,193.45 29,459,055.31
2000L 24.00 75.60 14,017,415.58 36,044,782.91 13,609,941.64 970,903.24 64,643,043.38
2002 24.00 93.56 16,908,516.74 46,990,274.33 17,566,258.52 4,990,700.56 86,455,750.15
1999 24.00 143.00 24,574,299.42 29,257,417.59 12,946,959.87 2,826,610.66 69,605,287.54
2001 24.00 166.00 39,928,479.35 104,196,782.13 51,011,132.53 15,874,638.67 211,011,032.68
1997 24.00 187.50 50,243,300.06 106,822,074.68 43,888,990.65 9,533,033.33 210,487,398.72
1996
CRUDE
OIL 24.00 270.00 55,782,370.27 44,979,226.25 12,163,811.53 2,374,885.49 115,300,293.54
1995R, C 30.00 0.05 24,666.18 219,254.97 42,660.44 0.00 286,581.60
1992 30.00 0.09 125,594.95 97,018.84 42,590.38 0.00 265,204.17
1993LAT 30.00 0.09 122,853.84 94,901.40 87,243.78 0.00 304,999.03
1995L 30.00 0.09 336,227.50 260,913.42 9,318.34 0.00 606,459.25
1991 30.00 0.11 48,365.56 408,941.61 40,575.33 6,376.55 504,259.06
1992C 30.00 0.11 149,643.15 467,415.47 178,089.39 6,903.01 802,051.01
1991 30.00 0.16 351,312.01 298,374.58 267,198.05 0.00 916,884.63
1992R 30.00 0.23 86,580.09 304,200.30 291,151.28 0.00 681,931.67
1994C 30.00 0.38 560,004.48 968,807.75 269,922.16 0.00 1,798,734.39
1999 30.00 0.42 222,373.22 797,866.86 549,756.01 155,455.35 1,725,451.44
2003LAT, 3 30.00 0.50 265,829.22 539,649.63 210,776.41 27,259.72 1,043,514.98
2000L 30.00 0.54 144,307.57 383,692.87 275,553.47 43,265.88 846,819.79
1992C 30.00 0.60 525,728.33 617,426.00 188,326.90 22,464.02 1,353,945.24
1993L, C 30.00 0.60 514,254.32 603,950.70 488,133.03 21,973.75 1,628,311.80
1996 30.00 0.60 314,939.46 465,366.34 171,985.55 28,332.72 980,624.07
1995R 30.00 0.61 433,795.96 954,855.40 393,562.67 54,813.74 1,837,027.78
1994C 30.00 0.67 990,311.92 2,903,847.23 2,335,778.69 30,912.25 6,260,850.09
1994 30.00 0.70 296,802.37 582,740.66 405,891.25 23,184.19 1,308,618.47
1995R, C 30.00 0.81 515,369.77 3,390,416.37 734,790.28 219,254.97 4,859,831.39
2003R, C, 4 30.00 0.81 14,962,357.95 1,474,194.44 11,644,704.83 0.00 28,081,257.22
1996 30.00 1.06 504,198.83 1,314,043.78 618,327.56 125,072.58 2,561,642.76
1995 30.00 1.20 909,908.13 4,127,474.84 1,212,479.99 50,428.64 6,300,291.61
1991 30.00 1.59 952,797.86 951,099.05 425,381.09 46,019.47 2,375,297.47
1997 30.00 1.80 481,889.82 1,024,543.39 420,944.38 91,432.95 2,018,810.54
1991C 30.00 2.00 565,467.95 7,567,645.61 2,416,333.60 398,320.44 10,947,767.60
1994 30.00 2.27 971,607.77 1,907,823.26 1,328,218.63 75,936.61 4,283,586.27
1993 30.00 3.00 1,302,745.57 2,015,061.17 1,342,344.10 107,694.24 4,767,845.09
1993 30.00 3.00 939,606.53 1,815,122.97 1,152,733.56 240,337.85 4,147,800.91
1993 30.00 3.00 1,114,709.82 1,066,642.25 596,266.75 368,518.03 3,146,136.86
2002L 30.00 3.00 992,213.65 1,737,705.36 2,616,727.37 449,352.91 5,795,999.30
2002L 30.00 3.10 1,060,637.21 3,170,114.89 3,212,085.40 242,575.95 7,685,413.44
1998 30.00 3.29 1,166,996.77 8,339.41 2,695,507.14 82,560.20 3,953,403.52
2002 30.00 3.41 1,547,330.29 1,934,006.90 970,364.81 237,135.77 4,688,837.76
1993 30.00 3.68 1,951,428.87 4,348,512.77 1,819,243.05 1,446,948.28 9,566,132.96
2000L 30.00 3.90 1,386,470.06 3,762,856.88 2,213,962.80 377,539.77 7,740,829.52
1994 30.00 4.00 981,127.85 1,447,051.58 673,125.39 275,522.20 3,376,827.01
2000L 30.00 4.00 1,212,039.20 3,098,928.97 1,842,345.54 350,966.35 6,504,280.07
2002 30.00 4.00 3,199,726.83 2,991,458.08 509,990.12 348,729.08 7,049,904.10
2003LAT 30.00 4.00 1,644,036.91 1,372,098.13 346,268.71 152,667.39 3,515,071.13
1995 30.00 4.73 2,044,991.12 3,485,167.40 1,451,139.03 1,779,692.60 8,760,990.16
2002 30.00 4.82 1,621,008.99 2,424,570.87 1,064,889.76 278,983.26 5,389,452.88
1993 30.00 5.00 1,632,008.42 1,784,222.39 897,261.29 304,427.94 4,617,920.05
2000 30.00 5.00 2,338,707.69 2,581,783.43 1,544,934.62 286,011.91 6,751,437.64
2000 30.00 5.00 2,195,778.59 2,343,275.99 1,471,584.90 286,076.64 6,296,716.12
2000 30.00 5.67 2,853,513.96 3,590,468.97 1,879,763.75 324,607.34 8,648,354.02
2002 30.00 5.71 3,288,382.48 3,065,123.22 807,242.91 398,205.01 7,558,953.62
2000 30.00 5.96 2,547,808.89 2,996,375.29 1,817,577.39 342,636.81 7,704,398.39
2001L 30.00 6.11 1,721,409.93 4,934,456.37 3,095,468.30 306,334.90 10,057,669.49
1992C 30.00 6.40 2,263,680.82 2,148,177.14 753,696.03 228,384.23 5,393,938.22
1991 30.00 6.50 2,527,762.07 3,673,135.46 1,774,349.41 89,031.12 8,064,278.07
1992 30.00 6.59 2,466,362.47 3,349,713.35 2,417,891.66 381,420.38 8,615,387.86
2000R, LAT 30.00 6.90 2,635,597.76 18,032,505.03 7,051,184.81 3,387,036.42 31,106,324.02
1995L 30.00 7.09 2,742,879.69 2,670,306.30 1,789,339.82 211,581.05 7,414,106.86
2002 30.00 7.60 3,386,062.46 4,620,711.60 2,141,068.66 530,504.11 10,678,346.83
2000 30.00 7.82 3,231,516.94 3,732,054.98 2,294,351.57 447,939.36 9,705,862.84
2000 30.00 7.97 3,465,914.22 4,196,344.95 2,378,530.90 436,162.10 10,476,952.17
1992L 30.00 8.00 3,701,556.10 3,275,131.63 2,082,200.77 299,520.30 9,358,408.80
2000 30.00 8.06 3,506,595.06 3,938,719.82 2,406,935.89 471,345.21 10,323,595.98
2002 30.00 9.50 3,732,796.03 5,208,151.54 2,561,959.47 662,585.24 12,165,492.29
1991 30.00 9.59 3,215,347.04 4,921,014.95 333,338.55 368,155.73 8,837,856.27
1994R 30.00 9.60 5,875,647.65 15,883,612.03 7,737,296.30 1,220,809.77 30,717,365.74
1995R 30.00 9.60 5,751,136.84 15,547,022.52 7,573,335.31 1,194,939.60 30,066,434.26
1998 30.00 9.60 2,665,646.83 3,698,867.92 3,121,568.85 312,728.03 9,798,811.63
2000 30.00 10.54 4,011,027.84 4,516,772.35 2,911,299.90 598,904.70 12,038,004.79
1991 30.00 10.64 4,212,014.39 4,380,331.34 1,278,782.92 78,323.33 9,949,451.98
1992 30.00 10.64 4,266,058.27 3,767,988.77 2,125,825.44 146,367.15 10,306,239.62
2000 30.00 10.90 4,253,266.18 4,800,148.67 2,976,551.68 594,335.39 12,624,301.91
1998L 30.00 11.40 5,102,401.75 12,822,241.22 4,243,730.85 1,852,635.25 24,021,009.07
1995 30.00 11.84 5,695,147.89 5,114,122.21 1,957,946.90 1,038,172.29 13,805,389.29
2000L 30.00 13.00 3,483,115.39 12,630,844.38 3,375,911.49 686,711.77 20,176,583.03
2000L 30.00 13.00 3,566,753.64 7,017,008.00 4,789,727.64 115,615.36 15,489,104.65
2001L 30.00 13.00 3,240,950.43 8,025,993.04 7,947,654.07 590,555.98 19,805,153.53
1991 30.00 13.87 5,249,347.31 5,251,994.18 1,573,317.13 88,670.19 12,163,328.80
1992 30.00 13.87 5,491,868.49 5,010,296.01 2,745,850.01 151,515.15 13,399,529.66
1999 30.00 14.00 3,983,672.04 11,419,276.46 7,163,506.08 708,917.58 23,275,372.17
1999C 30.00 14.00 1,609,837.96 4,352,749.81 3,070,294.64 283,834.70 9,316,717.11
2002L 30.00 14.00 3,878,737.21 11,307,302.00 10,047,091.99 904,294.21 26,137,425.41
1997 30.00 14.10 4,742,808.85 6,285,381.08 3,154,660.12 953,256.22 15,136,106.27
1991 30.00 14.36 5,683,674.82 5,911,787.00 1,730,038.38 105,754.54 13,431,254.74
1992 30.00 14.36 5,399,204.40 4,833,625.83 2,595,434.66 197,730.20 13,025,995.09
1991 30.00 15.00 5,193,281.76 3,239,048.57 1,315,126.87 1,082,810.98 10,830,268.18
1998 30.00 15.20 7,160,249.14 5,100,826.64 3,646,783.07 598,276.87 16,506,135.72
1999UPRATE 30.00 15.46 1,801,634.85 5,179,442.83 3,229,559.17 796,837.36 11,007,474.21
1994 30.00 15.50 4,240,353.92 4,870,918.97 2,628,661.03 1,888,335.11 13,628,269.03
2002L 30.00 15.50 5,132,129.57 9,834,159.95 2,146,355.78 238,484.19 17,351,129.49
1996 30.00 16.00 8,255,931.06 11,357,217.05 460,943.85 2,345,981.81 22,420,073.76
1997 30.00 16.00 5,711,858.66 7,988,137.12 3,688,789.94 1,081,709.19 18,470,494.90
2002 30.00 16.74 6,253,653.91 9,419,763.25 452,615.47 1,167,588.54 17,293,621.16
1993 30.00 17.00 4,723,210.91 5,037,939.05 2,905,799.01 2,085,216.93 14,752,165.90
1996 30.00 17.00 8,203,761.21 6,285,389.56 3,952,474.14 693,568.96 19,135,193.87
1995L 30.00 17.98 5,081,233.97 3,557,411.91 2,872,240.13 328,882.46 11,839,768.47
1991 30.00 18.25 6,010,563.42 8,996,835.79 5,484,622.88 694,924.02 21,186,946.11
1992L, C 30.00 18.50 6,237,483.33 5,708,894.35 5,664,113.72 692,640.69 18,303,132.09
2000 30.00 19.21 9,065,269.98 17,677,360.76 8,566,634.30 6,711,143.14 42,020,408.18
1992 30.00 20.00 6,812,459.34 6,381,910.61 2,336,658.48 748,800.75 16,279,829.18
1993L 30.00 20.00 6,663,777.65 6,242,625.63 5,172,569.44 732,458.20 18,811,430.93
2000L 30.00 21.45 5,732,208.70 15,241,143.04 10,945,623.35 1,718,622.13 33,637,597.22
1991 30.00 22.50 65,113,875.62 67,744,504.73 46,486,855.88 7,792,629.67 187,137,865.90
2000LAT 30.00 23.70 8,839,669.49 18,659,344.44 11,238,205.04 1,930,984.96 40,668,203.93
2001LAT 30.00 24.10 15,614,686.52 45,407,200.90 31,445,755.98 26,866,599.44 119,334,242.84
2003L 30.00 26.30 6,210,640.92 12,788,307.59 10,034,921.71 2,879,147.54 31,913,017.76
2000LAT 30.00 29.10 7,921,802.85 18,770,686.81 12,222,907.25 3,215,704.36 42,131,101.27
2001LAT 30.00 29.10 7,232,286.41 21,447,723.27 15,324,399.43 5,015,673.13 49,020,082.25
1992 30.00 30.10 10,516,087.52 9,676,845.68 8,528,138.53 1,126,711.13 29,847,782.85
1993L, C 30.00 30.10 9,984,546.28 9,576,085.24 7,832,957.19 1,091,362.72 28,484,951.42
2002L 30.00 30.60 9,962,995.97 14,381,199.63 3,493,059.32 388,118.03 28,225,372.95
2000 30.00 33.40 15,744,518.95 21,549,830.60 20,460,255.67 3,388,047.78 61,142,652.99
2000 30.00 34.40 12,300,130.47 23,421,018.03 23,754,553.64 7,996,185.16 67,471,887.29
1994 30.00 36.70 9,585,036.68 10,630,005.04 6,020,048.16 4,471,075.77 30,706,165.65
2000 30.00 37.99 17,824,725.67 29,009,448.10 16,297,612.18 16,523,575.76 79,655,361.71
1993C 30.00 38.17 25,209,151.15 100,289,549.88 30,453,094.06 8,126,852.60 164,078,647.70
2000 30.00 41.70 14,387,572.44 14,644,457.25 10,425,073.58 2,085,419.26 41,542,522.53
1992 30.00 42.60 15,179,120.16 20,376,316.84 6,047,170.94 468,000.47 42,070,608.40
1993L 30.00 42.60 14,847,836.39 19,931,604.43 13,360,409.49 457,786.37 48,597,636.68
1993 30.00 42.90 11,797,154.86 13,089,256.90 6,937,752.50 1,475,216.59 33,299,380.84
1994 30.00 47.90 5,766,926.14 5,659,405.28 5,252,842.02 3,305,146.44 19,984,319.87
1991 30.00 50.00 93,843.62 91,437.37 75,825.64 0.00 261,106.63
1992C 30.00 52.25 20,794,380.48 19,114,953.78 6,796,167.08 4,446,004.45 51,151,505.79
1993L, C 30.00 52.25 20,340,543.85 18,697,770.58 14,468,016.75 4,348,970.55 57,855,301.74
2001C 30.00 68.30 22,756,504.93 41,242,324.57 25,697,162.74 2,144,310.66 91,840,302.90
1992 30.00 70.70 30,807,465.78 22,654,739.67 24,171,380.60 2,665,730.67 80,299,316.72
1999C 30.00 75.60 26,166,429.88 51,432,145.28 39,016,616.22 8,926,122.68 125,541,314.06
2001C 30.00 75.60 25,126,539.73 49,388,160.63 37,466,041.88 8,571,386.20 120,552,128.44
1992C 30.00 76.60 33,452,379.78 23,853,500.64 9,748,785.54 2,856,674.86 69,911,340.82
1993L, C 30.00 76.60 32,722,282.75 23,332,898.82 21,843,383.27 2,794,328.03 80,692,892.87
2000 30.00 89.40 40,019,349.29 46,979,852.75 52,539,121.33 9,041,536.45 148,579,859.83
1992C 30.00 89.50 37,569,997.66 36,456,188.14 12,387,114.78 3,362,115.36 89,775,415.94
1993L, C 30.00 89.50 36,750,033.76 35,660,533.09 27,918,833.33 3,288,737.31 103,618,137.50
1992 30.00 90.30 38,177,963.03 36,702,800.98 33,822,927.34 3,362,115.36 112,065,806.72
1991 30.00 93.20 32,866,922.53 24,021,559.97 14,910,307.16 3,456,573.26 75,255,362.92
1993 30.00 93.50 28,005,081.43 21,987,479.54 16,709,885.90 1,503,828.24 68,206,275.11
1991 30.00 96.80 28,792,547.85 33,523,515.05 25,849,664.93 6,426,556.54 94,592,284.37
1994 30.00 98.40 23,127,065.02 29,742,957.94 12,984,263.87 1,075,208.60 66,929,495.44
1993 30.00 142.70 54,746,412.67 81,645,478.79 30,516,764.14 7,889,490.37 174,798,145.97
1999 30.00 147.40 57,139,053.27 78,849,522.31 50,806,970.78 11,532,933.89 198,328,480.24
1991L 30.00 199.00 51,882,833.84 77,444,147.41 57,289,523.20 10,141,078.24 196,757,582.68
1993 30.00 214.00 63,538,459.78 76,886,365.98 37,306,156.08 7,444,750.91 185,175,732.74
2003 3.00 30.00 217.00 85,790,339.97 174,159,775.96 68,023,234.07 8,797,515.34 336,770,865.34
1995 30.00 219.00 66,676,248.11 82,762,288.14 2,045,679.58 204,568.18 151,688,784.01
1994 30.00 221.00 64,184,353.47 77,313,098.50 38,515,988.13 7,921,823.37 187,935,263.48
1991 30.00 230.60 86,019,707.16 51,241,021.69 41,250,266.49 6,799,898.94 185,310,894.28
2003 30.00 380.00 124,933,160.31 95,287,730.31 32,942,568.44 12,418,537.64 265,581,996.70
2000 36.00 0.09 410,432.15 341,472.74 185,958.31 36,827.57 974,690.78
1996L 36.00 0.10 44,515.17 76,772.54 76,234.92 322.57 197,845.21
2000 36.00 0.20 81,466.87 115,935.96 115,891.46 20,227.15 333,521.45
1996C 36.00 0.25 347,076.41 1,234,310.01 197,622.63 300,955.89 2,079,964.95
1991 36.00 0.40 218,005.94 618,646.01 172,271.62 17,806.22 1,026,729.79
2000 36.00 0.44 227,555.45 3,034,072.64 763,574.95 20,227.15 4,045,430.18
2000L 36.00 0.50 198,505.21 446,162.40 294,421.35 66,232.79 1,005,321.76
1995R, C 36.00 0.55 625,858.93 1,857,089.61 832,036.44 49,332.37 3,364,317.35
1995R, C 36.00 0.55 625,857.84 1,857,089.61 832,035.34 49,332.37 3,364,315.16
1991 36.00 0.80 440,102.51 895,003.43 302,916.37 32,364.02 1,670,386.32
1991C 36.00 0.83 364,786.99 1,632,638.33 272,856.34 79,887.39 2,350,169.04
1995R, C 36.00 0.83 1,565,809.38 4,507,443.71 1,722,897.89 21,925.50 7,818,076.48
1991 36.00 0.95 727,035.38 1,767,644.40 221,972.64 96,249.86 2,812,902.29
1993 36.00 0.96 395,985.21 750,769.65 752,397.08 85,834.95 1,984,986.90
1993 36.00 1.00 477,242.29 1,064,353.32 842,654.25 78,968.15 2,463,218.01
1993 36.00 1.07 439,474.92 980,807.31 668,299.44 85,834.95 2,174,416.61
1993 36.00 1.21 540,187.92 1,533,584.35 1,026,444.03 280,394.15 3,380,610.46
1998R 36.00 1.30 854,498.07 1,388,387.37 1,051,954.55 14,448.04 3,309,288.02
1993 36.00 1.40 564,221.71 1,135,310.21 780,656.24 74,390.29 2,554,578.44
1994L 36.00 1.60 1,018,132.95 1,518,467.83 312,504.90 163,718.43 3,012,824.10
2000 36.00 1.60 539,983.01 533,014.76 807,851.17 151,703.63 2,032,552.57
1992L 36.00 1.70 1,402,831.40 2,866,502.87 247,344.10 439,920.44 4,956,598.81
1998L 36.00 1.79 1,473,994.58 1,593,033.46 965,091.21 27,917.23 4,060,036.48
1991 36.00 1.80 897,529.99 760,373.93 428,307.09 40,906.19 2,127,117.20
1992L 36.00 1.90 1,481,221.48 1,757,341.76 850,122.85 964,080.96 5,052,767.05
1996L 36.00 1.90 1,355,669.77 2,044,902.26 2,009,419.15 26,235.99 5,436,227.18
1995 36.00 1.98 1,607,138.94 2,935,824.07 1,510,666.75 389,177.57 6,442,807.34
1991 36.00 2.00 879,122.20 1,907,912.94 655,684.16 89,031.12 3,531,750.42
1994L 36.00 2.30 1,281,575.85 1,445,869.97 355,322.84 176,457.41 3,259,226.07
2002L 36.00 2.30 963,557.81 2,820,822.03 2,935,279.76 318,343.15 7,038,002.75
1995 36.00 2.38 1,462,430.66 3,000,504.29 2,000,701.62 384,792.48 6,848,429.04
1995 36.00 2.38 1,631,256.99 2,625,578.28 1,645,508.56 230,217.72 6,132,561.56
1991 36.00 2.40 1,058,146.95 1,993,094.07 771,901.06 106,837.35 3,929,979.43
1994 36.00 2.48 1,862,574.90 2,449,459.60 1,124,489.00 220,641.77 5,657,165.26
1994 36.00 2.50 1,696,813.57 2,682,421.46 1,075,208.60 337,122.70 5,791,566.33
1992 36.00 2.75 1,058,851.06 2,682,812.68 2,060,459.81 472,680.47 6,274,804.02
1994L 36.00 2.79 1,777,298.54 4,251,898.98 840,800.81 286,858.93 7,156,857.25
1995 36.00 2.86 1,489,837.53 2,808,656.19 2,191,453.44 306,956.96 6,796,904.12
1995 36.00 2.86 1,758,424.87 3,067,377.05 1,296,893.16 376,022.28 6,498,717.36
1994L 36.00 2.89 1,900,616.00 2,780,518.56 611,993.06 295,717.09 5,588,844.71
2002L 36.00 3.00 1,263,465.79 4,299,434.28 3,492,893.68 351,278.67 9,407,072.42
1991 36.00 3.10 1,373,966.82 2,240,456.22 917,024.19 138,118.56 4,669,565.79
1995 36.00 3.16 1,624,679.34 3,823,806.70 2,427,152.54 439,606.22 8,315,244.80
1994L 36.00 3.18 2,032,839.78 2,228,447.11 551,251.61 93,100.74 4,905,639.25
1993R 36.00 3.20 2,482,346.61 5,634,205.80 1,746,569.46 303,283.47 10,166,405.35
2000L 36.00 3.20 1,270,432.96 2,855,440.60 1,884,271.37 423,908.49 6,434,053.42
2002L 36.00 3.42 2,114,654.37 4,671,032.24 2,162,263.64 240,252.05 9,188,202.30
1994L 36.00 3.50 2,093,391.95 2,125,665.01 651,313.21 102,469.62 4,972,839.78
1992 36.00 3.57 2,005,382.01 3,459,693.46 1,861,587.69 453,960.45 7,780,623.61
2002L 36.00 3.59 1,930,602.91 4,306,804.09 2,366,514.26 399,101.05 9,003,022.32
1994L 36.00 3.70 2,692,075.94 2,817,472.14 905,392.84 316,312.93 6,731,253.85
2002L 36.00 3.71 1,874,418.78 3,880,579.67 2,226,053.94 573,465.59 8,554,517.98
1991 36.00 4.00 1,804,564.65 2,477,230.89 1,570,089.15 248,084.03 6,099,968.72
1992 36.00 4.00 1,856,791.86 3,619,983.62 2,645,545.81 319,410.32 8,441,731.60
1993C 36.00 4.00 22,627,583.92 17,397,342.55 15,316,849.97 1,750,575.09 57,092,351.53
1995 36.00 4.05 1,217,961.37 822,206.14 437,413.67 0.00 2,477,581.18
2002L 36.00 4.05 2,075,906.70 5,213,499.69 2,583,501.24 463,034.72 10,335,942.34
1994L 36.00 4.10 2,369,087.75 3,472,475.78 943,081.14 327,412.22 7,112,056.90
2000 36.00 4.14 3,419,559.65 3,166,300.56 2,017,848.44 1,190,064.42 9,793,773.07
1994L 36.00 4.18 3,074,256.59 4,860,099.68 1,140,583.52 445,136.36 9,520,076.16
1994L 36.00 4.20 2,332,194.66 2,499,972.00 647,253.18 322,226.58 5,801,646.41
1994 36.00 4.36 2,402,419.22 3,448,507.59 1,484,011.87 405,443.24 7,740,381.92
1994L 36.00 4.41 2,871,826.17 4,398,823.99 921,475.05 353,543.15 8,545,668.37
2002L 36.00 4.45 2,680,370.43 7,109,229.70 2,942,885.93 1,014,220.40 13,746,706.45
2002L 36.00 4.50 2,001,317.42 3,664,561.38 2,298,705.83 197,613.14 8,162,197.77
1992 36.00 4.69 2,497,952.50 3,981,513.98 2,848,859.25 437,580.44 9,765,906.17
1994 36.00 4.70 2,441,619.53 4,925,799.41 1,290,250.32 638,405.11 9,296,074.37
1995 36.00 4.70 2,124,580.67 4,300,686.27 1,500,800.28 291,609.11 8,217,676.34
1992 36.00 4.75 1,980,811.98 5,838,305.84 2,175,373.82 326,430.33 10,320,921.96
1993R 36.00 4.90 3,570,733.72 8,538,860.34 2,308,731.13 680,957.23 15,099,282.42
1991 36.00 4.93 3,716,847.34 4,779,237.70 523,252.76 259,149.15 9,278,486.95
1991 36.00 5.08 2,097,404.86 4,039,847.44 2,233,851.08 472,947.77 8,844,051.16
1991 36.00 5.10 2,094,156.43 2,788,599.20 1,410,901.50 227,149.68 6,520,806.81
1992L 36.00 5.10 3,926,523.93 7,159,237.16 1,951,210.95 1,319,761.32 14,356,733.36
1991 36.00 5.67 5,311,635.41 6,675,637.96 8,040,655.94 270,847.12 20,298,776.42
1991 36.00 5.90 2,533,176.13 4,602,788.84 1,764,256.41 262,762.13 9,162,983.51
1991 36.00 6.00 3,039,811.35 3,877,907.05 2,754,968.30 418,205.66 10,090,892.36
2001L 36.00 6.10 1,670,094.11 5,178,166.95 5,628,366.65 818,567.73 13,295,195.44
1993L 36.00 6.20 5,060,828.36 4,819,346.05 2,768,869.38 528,743.26 13,177,787.06
1994L 36.00 6.25 3,460,155.68 4,039,424.32 978,439.83 190,849.53 8,668,869.35
2002L 36.00 6.27 2,814,049.91 3,383,640.73 878,386.55 301,263.17 7,377,340.36
1998R 36.00 6.30 3,717,482.54 12,997,290.73 4,377,166.68 284,290.63 21,376,230.58
1992 36.00 6.57 2,218,322.22 4,781,794.78 2,181,538.55 266,760.27 9,448,415.82
1992L 36.00 6.70 4,834,444.83 9,747,279.75 1,094,998.24 2,634,842.63 18,311,565.46
2002 36.00 6.70 2,855,703.66 4,437,577.50 2,315,173.59 286,732.80 9,895,187.54
2002L 36.00 6.95 4,524,759.76 14,481,943.58 4,806,763.41 534,084.39 24,347,551.15
1998L 36.00 7.10 3,597,254.25 10,413,904.93 4,211,753.36 1,626,143.02 19,849,055.56
1991 36.00 7.22 3,240,131.38 4,223,323.75 2,850,356.73 375,976.03 10,689,787.89
1991 36.00 7.47 3,426,013.93 2,098,006.42 818,595.47 360,094.81 6,702,710.64
2001L 36.00 7.60 2,489,791.80 4,546,853.31 4,189,940.09 1,195,235.98 12,421,821.18
2002 36.00 7.95 4,236,937.19 5,180,321.99 2,411,182.58 553,171.50 12,381,613.26
1991L 36.00 8.00 3,506,262.26 4,084,964.57 2,713,476.18 519,749.27 10,824,452.28
1991 36.00 8.00 3,521,541.92 3,118,495.61 1,753,930.00 178,062.25 8,572,029.79
1997 36.00 8.00 3,533,512.91 8,338,879.21 7,491,681.19 272,540.01 19,636,613.32
2002 36.00 8.00 3,271,272.47 5,199,938.00 2,201,836.64 335,167.39 11,008,214.51
1994L 36.00 8.24 4,855,341.88 7,469,035.11 1,697,104.78 650,635.61 14,672,117.38
1994 36.00 8.25 4,032,032.26 8,006,944.06 1,540,012.32 861,286.89 14,440,275.52
1995 36.00 8.25 2,389,879.19 4,821,416.83 1,416,387.12 471,398.19 9,099,081.32
1992 36.00 8.50 5,359,190.36 6,125,424.13 2,948,204.05 254,592.25 14,687,410.79
2002L 36.00 8.54 5,160,221.64 15,346,016.74 5,163,824.20 573,758.14 26,243,820.71
2002L 36.00 8.65 4,651,658.40 5,606,788.59 1,390,393.48 432,036.58 12,080,877.05
1991 36.00 8.78 4,206,359.71 2,380,379.47 1,001,390.81 710,203.69 8,298,333.67
1992 36.00 8.82 3,142,623.14 6,899,496.90 3,760,664.56 368,550.37 14,171,334.97
2002L 36.00 8.88 4,660,376.63 12,747,016.43 4,838,202.30 537,578.46 22,783,173.82
1992 36.00 8.95 3,187,083.19 6,514,566.51 4,288,147.89 436,410.44 14,426,208.03
1992 36.00 9.22 5,126,945.13 8,001,638.00 4,157,345.27 407,160.41 17,693,088.80
1999L 36.00 9.30 3,775,711.90 8,878,250.66 6,127,926.37 361,356.48 19,143,245.41
2001L 36.00 9.30 3,625,659.88 8,525,416.69 5,884,394.09 34,699.57 18,070,170.24
1995 36.00 9.46 3,946,589.49 7,837,268.96 1,748,558.40 601,854.90 14,134,271.74
2002 36.00 9.80 5,177,599.97 7,466,938.55 3,055,909.99 668,905.96 16,369,354.46
1995 36.00 10.64 3,521,234.84 2,939,112.89 1,107,237.61 0.00 7,567,585.34
2002 36.00 10.96 5,344,176.22 7,212,343.07 3,251,357.14 764,370.54 16,572,246.98
1998 36.00 10.99 3,597,254.25 10,413,904.93 4,211,753.36 1,626,143.02 19,849,055.56
2001L 36.00 11.20 5,537,545.72 18,574,895.70 10,242,274.16 1,266,655.79 35,621,371.37
2001 36.00 11.50 3,828,197.60 6,937,960.93 4,324,319.35 359,292.76 15,449,770.65
1992L 36.00 12.00 4,200,304.20 9,044,109.04 4,625,630.05 561,600.56 18,431,643.85
1992L 36.00 12.00 6,086,591.79 3,787,724.35 3,714,423.77 449,280.45 14,038,020.36
1993L 36.00 12.00 5,953,888.32 3,705,061.97 3,712,177.12 439,474.92 13,810,602.33
2002 36.00 12.75 5,259,996.90 7,891,932.73 4,635,190.64 545,373.53 18,332,493.80
2001L 36.00 13.10 4,387,416.22 8,068,680.43 7,129,711.13 2,020,860.27 21,606,668.05
2002 36.00 13.87 6,445,464.58 7,650,938.66 3,876,294.17 966,633.41 18,939,330.83
1998 36.00 13.94 5,114,638.80 5,365,692.69 3,504,136.35 364,849.37 14,349,317.21
2000L 36.00 14.30 6,039,864.68 8,796,494.63 7,000,152.71 2,756,450.94 24,592,962.97
2001L 36.00 14.30 5,566,612.29 9,741,240.09 9,252,501.14 2,570,383.77 27,130,737.29
1992 36.00 14.64 6,086,731.02 3,787,729.03 1,620,363.87 449,280.45 11,944,104.36
1992 36.00 15.00 6,384,696.38 13,019,773.02 5,542,449.98 82,836.08 25,029,755.47
1991 36.00 15.50 6,511,303.34 4,906,336.85 3,570,233.53 680,967.79 15,668,841.51
2000 36.00 15.59 10,479,249.98 17,815,078.33 9,031,220.61 7,654,271.47 44,979,820.38
1991 36.00 16.20 5,937,413.53 4,681,352.79 3,286,232.66 1,142,967.14 15,047,966.12
1992 36.00 16.45 7,052,791.62 4,603,010.41 1,926,843.34 561,600.56 14,144,245.93
2002 36.00 16.61 7,649,517.59 9,060,681.77 4,609,295.57 1,158,434.40 22,477,929.32
1992 36.00 17.00 7,541,827.54 13,951,093.95 4,888,366.68 723,060.72 27,104,348.89
2002L 36.00 17.42 8,219,350.59 13,179,053.01 2,953,087.22 877,634.84 25,229,125.66
1999L 36.00 18.60 8,104,474.23 16,035,579.71 6,014,371.90 880,845.02 31,035,270.86
1998L 36.00 18.81 4,247,382.47 4,176,335.87 2,959,581.99 291,879.50 11,675,179.82
1992L 36.00 19.00 9,475,839.48 18,282,438.28 8,529,858.43 2,074,412.07 38,362,548.26
1992 36.00 20.00 3,232,713.23 4,063,414.06 7,330,057.33 713,700.71 15,339,885.34
1993L 36.00 20.40 9,977,372.76 7,070,633.00 6,466,351.56 747,107.36 24,261,464.69
2000 36.00 20.68 12,695,593.52 19,275,452.33 9,837,471.81 6,363,150.18 48,171,667.83
1993 36.00 21.00 7,827,002.53 6,175,538.19 4,391,338.68 336,472.98 18,730,352.38
1992L, C 36.00 21.60 10,199,987.13 7,228,392.42 2,882,728.44 763,776.76 21,074,884.75
1992C 36.00 21.60 4,708,669.71 4,360,009.36 3,990,534.69 1,126,594.13 14,185,807.89
1993L, C 36.00 21.60 10,239,756.46 8,365,028.55 7,198,493.88 791,168.16 26,594,447.05
1991 36.00 22.10 8,038,066.82 8,459,159.98 4,499,676.36 413,874.42 21,410,777.58
2002L 36.00 22.30 9,839,003.41 14,755,114.69 3,434,329.47 1,094,621.82 29,123,069.40
1993L 36.00 23.90 11,321,755.15 7,343,205.88 7,237,601.43 875,287.55 26,777,850.01
1999L 36.00 24.10 9,140,774.60 16,567,834.13 6,923,538.62 818,765.83 33,450,913.17
1992L, C 36.00 25.60 10,468,225.11 8,551,668.42 3,165,116.42 808,704.81 22,993,714.75
1999L 36.00 26.20 10,766,261.04 23,670,599.38 8,757,419.65 4,890,357.65 48,084,637.72
1992 36.00 26.40 10,797,435.36 8,617,652.98 8,662,068.56 808,704.81 28,885,861.71
2000 36.00 26.80 10,576,473.80 23,253,334.95 8,603,044.19 4,804,150.61 47,237,003.55
1991 36.00 28.45 12,386,395.08 7,894,895.15 2,964,228.74 1,370,357.45 24,615,876.42
2000 36.00 28.50 9,378,318.52 30,722,614.97 9,049,020.50 7,466,852.76 56,616,806.74
1993L 36.00 30.20 13,950,947.05 9,386,479.28 9,092,972.98 1,106,011.88 33,536,411.18
1999 36.00 34.40 21,413,717.13 31,194,020.63 23,373,425.37 13,649,694.24 89,630,857.37
2003 36.00 35.00 23,936,337.70 23,252,196.98 18,290,141.50 4,603,875.84 70,082,552.03
2002L 36.00 36.30 17,098,380.35 42,234,965.90 7,932,656.54 1,995,505.27 69,261,508.06
1992L, C 36.00 36.40 12,848,906.05 9,244,475.25 9,932,995.20 958,464.96 32,984,841.46
1992C 36.00 36.60 12,216,819.94 8,199,894.70 3,403,305.25 988,416.99 24,808,436.88
1996 36.00 37.47 15,117,954.45 11,266,424.38 6,725,661.81 2,822,519.95 35,932,560.59
1996 36.00 38.52 14,905,055.81 10,598,696.80 6,819,208.19 3,980,559.56 36,303,520.35
2000 36.00 38.95 23,568,798.61 36,176,410.09 17,819,676.97 9,365,375.16 86,930,260.83
1991C 36.00 45.00 23,621,545.53 18,518,473.96 11,036,161.07 3,464,995.13 56,641,175.69
2000 36.00 46.20 23,701,831.57 27,435,494.60 28,377,696.53 4,672,471.86 84,187,494.56
2000 36.00 46.24 29,536,461.46 43,643,409.49 23,582,741.18 19,465,950.63 116,228,562.76
1993L, C 36.00 46.60 21,968,804.15 16,554,751.25 14,780,298.02 1,706,627.60 55,010,481.02
1991 36.00 46.90 22,683,686.85 12,344,045.14 12,540,033.93 1,017,842.32 48,585,608.24
1992L, C 36.00 47.80 22,458,970.40 16,924,119.57 6,566,768.46 1,744,705.74 47,694,564.17
1992C 36.00 47.80 13,537,961.86 11,910,973.44 13,228,632.27 1,362,817.36 40,040,384.93
1993L, C 36.00 47.80 22,627,583.92 17,397,342.55 15,316,849.97 1,750,575.09 57,092,351.53
1991 36.00 54.40 19,571,206.85 15,361,478.40 10,041,636.49 1,010,623.58 45,984,945.32
2002L 36.00 58.18 31,222,876.63 37,636,585.55 9,484,821.57 2,904,138.25 81,248,422.00
1998 36.00 58.80 27,460,648.39 26,211,821.12 13,320,129.26 3,099,134.79 70,091,733.56
2002L 36.00 59.44 26,848,264.10 32,280,688.16 4,609,295.57 1,158,434.40 64,896,682.23
1992L, C 36.00 64.30 23,618,301.16 17,911,539.72 18,610,134.55 1,789,633.79 61,929,609.22
1992C 36.00 64.30 23,132,448.81 17,785,510.71 6,804,635.54 1,789,633.79 49,512,228.85
1993L, C 36.00 64.30 29,637,848.63 22,613,405.13 20,100,019.46 2,354,853.11 74,706,126.33
1992L, C 36.00 67.90 30,299,126.01 23,117,953.67 8,898,493.04 2,407,394.41 64,722,967.12
1991 36.00 68.86 29,599,359.94 16,795,240.44 6,803,645.46 4,972,027.38 58,170,273.23
1992L, C 36.00 70.20 32,639,788.23 23,856,859.72 25,526,382.36 2,542,178.54 84,565,208.85
1992C 36.00 70.20 31,109,543.70 23,348,956.36 24,534,610.97 2,407,394.41 81,400,505.44
1993L, C 36.00 70.20 32,050,024.61 23,557,415.57 21,422,215.23 2,570,928.28 79,600,583.68
1991 36.00 73.10 29,405,536.77 18,074,521.46 16,108,964.47 1,600,154.00 65,189,176.70
1992L, C 36.00 78.90 33,524,947.93 24,251,448.46 26,139,868.96 2,627,822.63 86,544,087.98
1992C 36.00 78.90 32,765,122.27 24,083,026.79 9,473,548.61 2,628,290.63 68,949,988.30
1993L, C 36.00 78.90 36,663,356.49 28,466,092.91 24,974,224.34 2,889,547.59 92,993,221.33
2002L 36.00 85.10 36,971,094.23 42,631,160.88 11,297,457.18 4,022,977.37 94,922,689.67
2002L 36.00 93.60 42,499,418.78 77,709,431.18 16,453,148.25 4,783,400.50 141,445,398.71
1996 36.00 117.00 56,392,784.03 43,205,863.31 27,169,366.25 4,767,603.92 131,535,617.51
1998 36.00 117.00 55,254,311.48 39,362,127.59 28,141,551.13 4,616,791.41 127,374,781.61
2002L 36.00 117.23 51,421,070.99 89,607,873.53 19,387,902.01 5,835,399.88 166,252,246.40
2002L 36.00 129.80 55,835,399.88 80,052,696.84 19,027,818.89 6,295,528.52 161,211,444.13
2000 36.00 140.30 46,203,869.45 88,068,003.68 54,784,226.87 12,340,584.77 201,396,684.77
2001L 36.00 155.00 67,698,459.77 49,181,050.68 26,380,469.38 4,890,760.62 148,150,740.46
1997 36.00 369.70 210,500,343.32 233,985,306.08 116,338,520.04 29,085,300.80 589,909,470.24
1998
CRUDE
OIL 36.00 384.40 163,056,395.29 152,048,368.60 54,130,595.23 3,440,008.34 372,675,367.46
1998 36.00 758.00 353,742,085.90 361,681,318.67 127,201,997.29 13,210,714.06 855,836,115.92
1997 36.00 886.80 509,160,724.66 314,625,257.49 290,230,314.27 44,380,710.93 1,158,397,007.34
1998L, C 42.00 0.30 868,556.24 3,451,561.56 1,167,743.15 170,574.38 5,658,435.32
1996L 42.00 1.60 1,160,025.59 1,055,872.99 902,589.19 101,718.24 3,220,206.02
1992 42.00 1.75 1,207,441.21 2,889,902.89 1,692,765.88 217,620.22 6,007,730.20
2003 42.00 2.03 3,521,616.75 3,957,677.74 3,955,162.54 139,565.66 11,574,022.69
2000L 42.00 2.10 1,630,042.38 2,284,273.39 1,979,513.94 228,253.28 6,122,082.99
1991 42.00 3.66 3,385,564.93 6,875,236.11 948,698.82 661,717.82 11,871,217.68
1991 42.00 4.08 3,376,180.56 7,228,906.24 1,020,994.50 585,620.27 12,211,701.58
2000L, C 42.00 4.20 3,260,084.75 12,153,729.38 3,963,067.25 456,507.58 19,833,388.96
2000L 42.00 4.90 3,803,432.55 5,329,972.59 4,623,576.77 532,592.01 14,289,573.92
1998L 42.00 5.46 5,025,464.40 15,844,382.36 6,678,682.37 3,567,846.35 31,116,375.48
1997 42.00 5.50 3,310,228.70 3,820,377.12 1,952,766.07 585,644.11 9,669,016.00
1998L 42.00 6.27 5,041,491.71 5,346,223.29 3,300,784.95 586,253.52 14,274,753.47
2003 42.00 6.84 4,363,129.87 10,006,957.82 9,133,739.49 176,776.43 23,680,603.61
1996L 42.00 7.40 4,485,415.37 7,379,282.17 1,021,561.90 204,806.35 13,091,065.78
2003 42.00 7.51 4,825,597.55 6,690,029.87 5,136,232.74 230,544.93 16,882,405.08
2000L 42.00 7.67 5,406,935.89 6,670,912.35 4,199,862.46 1,276,483.91 17,554,194.61
2003 42.00 8.35 5,338,387.26 8,792,818.91 6,591,965.88 293,930.52 21,017,102.56
2000 42.00 8.52 9,411,693.32 22,620,022.86 5,937,680.15 2,198,691.30 40,168,087.62
2000L 42.00 8.97 5,709,875.91 7,092,451.23 4,430,907.09 1,047,189.94 18,280,424.16
1996L 42.00 10.30 6,107,711.66 6,031,954.15 3,528,458.53 625,577.94 16,293,702.29
1999 42.00 11.31 6,287,898.16 8,117,728.09 6,148,857.25 1,416,997.14 21,971,480.63
2000L 42.00 12.03 7,057,280.26 8,136,052.87 5,392,472.47 707,929.04 21,293,734.64
1998L 42.00 13.23 12,081,999.37 12,782,067.13 7,805,141.25 664,420.93 33,333,628.69
1999 42.00 13.94 8,866,759.32 9,593,771.49 7,950,531.22 1,805,831.12 28,216,893.16
1991 42.00 14.20 7,389,583.36 4,866,633.78 4,143,172.88 1,484,654.16 17,884,044.18
1997L 42.00 14.50 12,431,946.34 6,822,900.76 893,773.83 259,811.97 20,408,432.89
1997 42.00 15.90 7,896,931.28 14,434,583.00 6,198,279.20 1,687,128.29 30,216,921.78
1997L 42.00 17.10 14,602,603.92 305,176.15 1,049,830.45 615,303.44 16,572,913.96
1998L 42.00 17.73 13,874,767.02 17,409,464.19 9,900,451.37 781,672.05 41,966,354.63
1991 42.00 18.20 9,487,830.41 5,654,679.55 5,250,520.35 1,924,997.29 22,318,027.60
2001L 42.00 20.70 9,429,187.18 9,382,723.37 5,264,843.70 0.00 24,076,754.26
1997 42.00 20.90 11,770,616.38 12,703,074.00 6,134,022.08 6,075,825.28 36,683,537.74
1991 42.00 21.00 10,651,250.65 6,390,991.01 5,937,850.26 2,194,496.91 25,174,588.83
1998L 42.00 23.88 17,560,877.72 42,657,406.44 19,456,822.68 5,384,463.67 85,059,570.52
1998L 42.00 24.19 19,558,005.84 23,351,619.93 14,046,143.02 1,473,951.84 58,429,720.63
1997L 42.00 25.60 21,903,905.35 12,021,300.38 1,574,744.63 457,763.69 35,957,714.04
1996L 42.00 26.10 16,504,890.22 28,386,003.53 3,170,641.49 724,639.26 48,786,174.49
1996L 42.00 31.00 21,910,370.74 39,927,075.76 5,283,177.78 741,055.03 67,861,679.32
1997L 42.00 43.40 37,098,506.31 20,360,401.42 2,667,135.69 775,311.89 60,901,355.31
2002L 42.00 53.60 34,303,316.80 29,719,466.83 17,790,340.20 485,314.63 82,298,438.47
1996L 42.00 55.50 35,091,457.17 58,054,782.69 6,767,945.85 1,326,551.04 101,240,736.76
2002L 42.00 82.40 51,926,728.15 46,687,073.78 13,947,524.02 4,460,826.10 117,022,152.05
1998 42.00 214.00 99,773,408.74 102,012,679.04 35,877,486.71 3,726,098.20 241,389,672.68
1998 42.00 269.60 125,948,087.15 120,225,164.18 61,086,208.69 14,220,785.99 321,480,246.01
1998 42.00 773.00 463,010,528.51 453,737,099.97 207,602,418.43 41,783,592.20 1,166,133,639.11