| 
					
					 CORE POROSITY BASICS Porosity is an intrinsic property of reservoir
				rocks and indicates the storage capacity of the reservoir.
				It is used as a primary indicator of reservoir quality, and
				along with a few other factors, to calculate
				hydrocarbon volume in place, and recoverable reserves. Petrophysicists use core porosity values to help calibrate
				porosity derived from well log data.
 
					
 
  CORE POROSITY  DEFINITIONS Porosity is the volume of the portion of the rock filled
                with fluids, divided by the total volume of the rock. It is
					usually abbreviated with Greek letter PHI, with subscripts
					to indicate the porosity type, eg. PHIt, PHIe, PHIsec.
 
 Primary porosity is the porosity developed by the original sedimentation
                process by which the rock was created. In reports, it is often
                referred to in terms of percentages, while in calculations it
                is always a decimal fraction.
 
					
  
 
					Secondary porosity is created by processes other than primary
                cementation and compaction of the sediments. An example of secondary
                porosity can be found in the solution of limestone or dolomite
                by ground waters, a process which creates vugs or caverns. Fracturing
                also creates secondary porosity. Dolomitization results in the
                shrinking of solid rock volume as the material transforms from
                	calcite to dolomite, giving a corresponding increase in porosity.
 In the laboratory, porosity is usually derived from easily
					made measurements such as weight and volume. Here are the
					definitions needed:
 
					*  Vg = grain volume
 *  Vp = pore volume
 *  Vb = bulk volume of a rock = Vg + Vp
 
				*  PHIcore = core porosity = Vp / Vb  OR:
 *  PHIcore = = core porosity = (Vb - Vg) / Vb
 
				Notes:"V" in this Chapter stands for Volume, not
				Velocity.
 These volumes are usually reported in cubic
				centimeters (cc).
 PHIcore may be close to total porosity (PHIt) or effective
				porosity (PHIe) or somewhere in-between, depending on the core
				analysis method and the details of how that method was applied.
 
				The properties Vb, Vg, and Vp can be measured in the lab on full diameter core or on
				smaller core plugs drilled from the whole core, or from sidewall
				percussion or sidewall rotary cores. Whole core is best in
				heterogeneous reservoirs and in low porosity reservoirs.  
				
				
				 MEASURING BULK VOLUME (Vb) There are 3 ways to measure bulk volume:
 s. direct measurement of the dimensions of a
				regular solid
 b. fluid displacement using Archimedes Principle
 c. fluid displacement using calibrated container
				(pycmometer)
 
				
				
				
				 DIRECT MEASUREMENT:  Bulk Volume = Pi * Length * Radius
				squared 4: Vb = PI * L * D^2 / 4
 
				This method is less accurate due to the roughness of the
				surfaces of the solid and imperfections in shape. 
				
				
  ARCHIMEDES METHOD This 
				technique utilizes the Archimedes’ principle of mass
				displacement in a liquid (buoyancy):
 a. The core is first cleaned, dried,
				and weighed in air (WTdry)
 b. The core sample is then saturated
				with a wetting fluid and weighed (WTsat)
 (the core may be coated with paraffin to prevent evaporation)
 c. The sample is then submerged in
				the same fluid and its submerged weight is measured (WTsub)
 d. The bulk volume is the difference
				between the last two weights divided by the density of the fluid.
 e. The porosity  is the difference
				between the first two weights divided by the density of the fluid.
 
				 
				Bulk
				Volume = (Weight in air (saturated) - Weight submerged) / Density of Fluid5: Vb = (WTair - WTsub) / DENSfl
 6: Vg = (WTdry - WTsub) / DENSfl
 7: Vp = (WTsat - WTdry) / DENSfl
 8: PHIt = (WTsat - WTdry) / (WTsat -
				WTsub) = Vp / Vb
 
				Bulk Density = Saturated Weight / Bulk Volume9: BulkDens = WTsat / Vb
 
				If clays are present and sample is maintained at a high humidity
				(not over dried), this last equation gives PHIe, not PHIt. 
				Laboratory measurements using this technique are very accurate. 
				
				
  CALIBRATED DISPLACEMENT METHOD The bulk volume can be determined also by the volume of the
				displaced fluid. Fluids that 
				
				are normally used are  water,
				which can easily be evaporated afterwards, and mercury, which normally does not enter
				the pore space in a core sample due to its non-wetting
				capability and its large interfacial tension against air.
 
				Bulk
				Volume = Volume of Displaced Fluid = Weight Displaced Fluid /
				Density Displaced Fluid10: Vb = WTdisp / DENSfl
 
 Laboratory measurements using this technique are very accurate.
 
				
				 NUMERICAL
				 EXAMPLE: WTdry = dry weight in air = 16.0 gm
 WTsat = weight of saturated sample in air = 20.0 gm
 WTcoated = weight of dry sample coated with paraffin = 20.9 gm
				(density of paraffin = 0.9 gm/cc)
 WTsub = weight coated sample immersed in water at 70 °F = 10 gm
				(density of water = 1.0 gm/cc)
 Determine bulk volume
 Weight of paraffin = WTcoated - WTsar = 20.9 -
				20.0 = 0.9 gm
 Density of Parrafin = 0.9 gm/cc
 Volume of paraffin = WTpar / DENSpar = 0.9 / 0.9 = 1.0 cc
 Weight of water displaced = WTcoated - Wtsub = 20.9 - 10.0 =
				10.9 gm
 Volume of water displaced = 10.9 / 1.0 = 10.9 cc
 Volume of water minus displaced-volume of
				paraffin = 10.9 - 1.0 = 9.9 cc
 Bulk volume of rock = 9.9 cc
 
				
				
				
  MEASURING GRAIN VOLUME (Vg) There are 3 ways to measure grain 
				density in the lab:
 a. assume a grain density, compare to
				dry weight
 b. displaced fluid method
 c. Boyle's Law
 
				
				
				
				 ASSUMED GRAIN DENSITY Determine Vg from the dry weight of the sample and the
				rock grain density (2.65 gm/cc for quartz grains). This method
				is not very accurate if grain density varies due to varying
				mineralogy.
 
				Grain Volume =
				Dry Sample Weight / Grain Density11: Vg = WTdry / DENSMA
 
				
				
				
				 DISPLACED FLUID METHOD A more accurate approach is to use the displaced fluid
				volume. First the core plug is measured to obtain its bulk
				volume, as described earlier  Then the sample is crushed to eliminate all porosity and
				weighed (WTgr). A glass tube filled with water, called a pycnometer to
				confuse novices, is weighed (W1), then the crushed rock is placed in
				the tube (still filled with water), and weighed again WT2). The
				difference in weights gives the volume of displaced fluid.
 
				Displaced
				Volume = Crushed Sample Weight + Water-filled tube Weight 
				- Combined Weight 12: Vdisp = (WT2 - WT1)
 
 Grain Volume = Displaced Volume /
				Water Density
 13: Vg = Vdisp / DENSwater
 
 Porosity = (Bulk Volume - Grain
				Volume) / Bulk Volume
 14: PHIt = (Vb - Vg) ' Vb
 
				If clays are present and sample is maintained at a high
				humidity (not over dried), this last equation gives PHIe, not
				PHIt. 
				Grain Density = Dry Weight in Air / Grain Volume15: GrainDens = WTdry / Vg
 
				
				 NUMERICAL
				 EXAMPLE: WTdry = Weight of dry crushed sample in air = 16.0 gm,
 WT1 = Weight of pycnometer filled with water at 70 °F = 
				65.0 gm
 WT2 = Weight of pycnometer filled with water and crushed sample
				= 75.0 gm
 Calculate grain volume
 Volume of water displaced = 16.0 + 65.0 - 75.0 = 6.0 gm
 Grain Volume = 6.0 / 1.0 = 6.0 cc
 Calculate porosity
 Bulk volume of the sample = 9.9 cc, from previous example
 Total porosity = (9.9 - 6.0) / 9.9 = 0.394 fractional
				porosity (39.4%)
 
 
  BOYLE'S LAW METHOD An
				alternate grain volume method makes use of Boyle’s Law.
 
				This gas
				transfer technique involves the injection and decompression of
				gas (Helium, CO2, or N2) into the pores of a fluid-free
				(vacuum), dry core sample. Either the pore volume or the grain
				volume can be determined, depending upon the instrumentation and
				procedures. 
				To determine grain volume using ideal gas law at constant
				temperature:a. connect two cells of known volume, Vcell1 and Vcell2
 b. close valve between cells, apply pressure P1 to cell 1
 c. place dry core sample in cell 2, seal and evacuate cell 2
 d. open valve and measure pressure P2
 
				
				   Boyle's Law apparatus to measure grain volume Vg
 
				          16: V2
				=  P1 * Vcell1 / P2Since V2 = Vcell1 + Vcell2 - Vg And Vtotal = Vcell1 + Vcell2
 Then  17: Vg = Vt - Vf
 
 
				
				
				
			 MEASURING PORE VOLUME In previous sections pore volume Vp 
				was derived from volumetric methods based on weight and density. 
				Semi-direct measurement of porosity can also be attempted.
 
 
				
				
				 BOYLE'S LAW METHOD Pore volume measurements can be done by using the Boyle’s Law
				model, where the sample is placed in a rubber sleeve holder that
				has no void space around the periphery of the core and on the
				ends. Such a holder is called the Hassler holder, or a
				hydrostatic load cell. Helium
				or one of its substitutes is injected into the core plug through
				the end stem.
 
				
				   Boyle's Law apparatus for determining porosity
 
				          18: V2
				=  P1 * Vcell1 / P2Since V2 = Vcell1 + PHIe
 Then  19: Vp = V2 - Vcell1
 
 
				
				
				 FLUID SUMMATIONS METHOD This technique is used to measure the volume of gas, oil and
				water present in the pore space of a fresh or preserved
				(peel-sealed) core of known bulk volume. The volumes of the
				extracted oil, gas, and water are added to obtain the pore
				volume and hence the core porosity.
 
				
				 DEAN-STARK CORE ANALYSIS METHOD This method is used in poorly consolidated rocks such as
				tar samds and involves
				disaggregating the samples and weighing their constituent
				components. Samples are usually frozen or wrapped in plastic to
				preserve the contents during transport. In the lab, the still
				frozen cores are slabbed for photography and description, then
				samples are selected and weighed.
 
				Samples are then heated and crumbled to drive off water, and
				weighed again. The weight loss gives the water weight. Solvents
				are used to remove oil or tar. The sample is weighed again and
				the weight loss is the weight of oil. The matrix rock is
				separated into clay and mineral components by flotation, dried
				and weighed again, giving the weight of clay and weight of the
				mineral grains.20: WTwtr = WTsample - WTheated
 21: WTtar = WTheated - WTminerals&clay
 
				 By dividing each weight by its respective density and
				adjusting each result for the total weight of the sample, the
				volume fraction of each is obtained. Porosity is the sum of
				water plus oil volume fractions  Because the bound water in
				the clay is driven off by the drying sequences, this porosity is
				the total porosity. 22: VOLwtr = WTwtr / DENSwtr / WTsample
 23: VOLtar = WTtar / DENStar / WTsample
 24: PHIcore = VOLwtr + VOLtar
 
 
  Dean-Stark laboratory apparatus 
				 Assuming clay bound water is driven off by heating and drying,
				then PHIcore equals total porosity. From comparison to log
				analysis results, it appears that some clay bound water remains
				in many cases, so PHIcore lies between total and effective
				porosity from log analysis. 
				Example of Dean-Stark porosity (dots) showing that it is
				less than total porosityfrom logs (black curve) due to incomplete drying of clay. Trying to match
				log
 porosity directly to core may be futile in many cases. Scale is 0.50 to
				0.00.
  
			
  OIL MASS FROM CORE LISTINGS If not provided on the core listing, the equivalent value of tar mass from core analysis
			is derived from porosity, oil saturation, and an assumed oil
			density:
 25:  Wtar = PHIcore * Star * DENStar
 26:  Wwtr =  PHIcore * Swtr * DENSwtr
 27:  Wrock = (1 – PHIcore) * GR_DENScore
 
			Where:Star = tar volume relative to pore volume
 Swtr = water volume relative to pore volume
 PHIcore = volume of water + valume of tar
 Wtar = tar mass fraction
 Wwtr = water mass fraction
 Wrockcore = rock mass fraction
 
 
				
					
				
				
					| PHIcore | Soil | Swtr | Vol Tar | Vol Wtr | GR_ DEN | WT Oil | WT Sand | WT Wtr | WT Rock | Oil Mass Wtar | Wtr Mass Wwtr | Rock Mass Wrock |  
					| frac | frac | frac | frac | frac | kg/m3 |  |  |  |  | frac | frac | frac |  
					| 0.306 | 0.301 | 0.699 | 0.092 | 0.214 | 2.650 | 0.092 | 1.839 | 0.212 | 2.143 | 0.043 | 0.099 | 0.858 |  
					| 0.271 | 0.236 | 0.764 | 0.064 | 0.207 | 2.650 | 0.064 | 1.932 | 0.207 | 2.203 | 0.029 | 0.094 | 0.877 |  
					| 0.279 | 0.306 | 0.694 | 0.085 | 0.194 | 2.650 | 0.085 | 1.911 | 0.193 | 2.189 | 0.039 | 0.088 | 0.873 |  
					| 0.244 | 0.304 | 0.696 | 0.074 | 0.170 | 2.650 | 0.074 | 2.003 | 0.168 | 2.246 | 0.033 | 0.075 | 0.892 |  
					| 0.298 | 0.217 | 0.783 | 0.065 | 0.233 | 2.650 | 0.065 | 1.860 | 0.233 | 2.158 | 0.030 | 0.108 | 0.862 |  
					| 0.273 | 0.298 | 0.702 | 0.081 | 0.192 | 2.650 | 0.081 | 1.927 | 0.191 | 2.199 | 0.037 | 0.087 | 0.876 |  
			If saturations (or pore volume) are
			known, as well as core porosity, all other terms can be calculated.
			Some core analysis reports do the math for you, some do not.
 
			Since GR_DENScore represents a mixture of quartz and
			shale, this value should vary with shale volume. However  shale
			volume is never reported on core analysis, so the composite grain
			density from the rock sample is used. If grain density is
			not recorded in the core analysis, we must assume a constant of  2650 kg/m3 or lower. 
			
  FLUID VOLUMES FROM CORE LISTINGS If not provided on the core listing, the equivalent value of tar
			volumes from core analysis
			are derived from porosity, tar mass fraction, and an assumed oil
			density:
 27: Star = Wtar / (PHIcore * DENStar)
 28: Swtr
			= Wwtr / (PHIcore * DENSwtr)
 OR 29: Swtr = 1.00 - Star
 
			Where:Star = tar volume relative to pore volume
 Swtr = water volume relative to pore volume
 PHIcore = volume of water + valume of tar
 Wtar = tar mass fraction
 Wwtr = water mass fraction
 
 
				
					
				
				
					| PHIcore | Star | Swtr | Vol Oil | Vol Wtr | GR_ DEN | WT Tar | WT Sand | WT Wtr | WT Rock | Tar Mass Wtar | Wtr Mass Wwtr | Rock Mass Wrock |  
					| frac | frac | frac | frac | frac | kg/m3 |  |  |  |  | frac | frac | frac |  
					| 0.306 | 0.301 | 0.699 | 0.092 | 0.214 | 2.650 | 0.092 | 1.839 | 0.212 | 2.143 | 0.043 | 0.099 | 0.858 |  
					| 0.271 | 0.236 | 0.764 | 0.064 | 0.207 | 2.650 | 0.064 | 1.932 | 0.207 | 2.203 | 0.029 | 0.094 | 0.877 |  
					| 0.279 | 0.306 | 0.694 | 0.085 | 0.194 | 2.650 | 0.085 | 1.911 | 0.193 | 2.189 | 0.039 | 0.088 | 0.873 |  
					| 0.244 | 0.304 | 0.696 | 0.074 | 0.170 | 2.650 | 0.074 | 2.003 | 0.168 | 2.246 | 0.033 | 0.075 | 0.892 |  
					| 0.298 | 0.217 | 0.783 | 0.065 | 0.233 | 2.650 | 0.065 | 1.860 | 0.233 | 2.158 | 0.030 | 0.108 | 0.862 |  
					| 0.273 | 0.298 | 0.702 | 0.081 | 0.192 | 2.650 | 0.081 | 1.927 | 0.191 | 2.199 | 0.037 | 0.087 | 0.876 |  
			If oil mass fraction and water mass
			fraction are known, as well as core porosity, all other terms can be
			calculated. Some core analysis reports do the math for you, some do
			not. 
				
					
						
							
								
									
										
				
				
  POROSITY FROM
											MICRO CT SCANS Porosity is directly calculated from
											high resolution digital images such
											as those shown below. This
											calculation is the ratio of the
											number of voxels that fall into the
											pore space (black and dark-gray) to
											the total number of voxels in a 3D
											image. The task of separating the
											pores from grains in such 3D objects
											is called image segmentation. 
											The main technical challenge in
											image segmentation is the gradual
											transition from dark to light shade
											of gray at the edges of the pore
											space. Proprietary image-processing
											algorithms are used, which  
											include statistical analysis of the
											gray-scale images. As a result, the
											pore space is accurately separated
											from the mineral matrix and the
											porosity is computed. Source:
				www.ingrainrocks.com.
 
 
											
      Clean sand 39%                           
											Tight sand 5%                
											Poorly sorted 12%           
											Silty Shale 8%
 Black = Porosity,  Grey =
											Matrix Grains,  White = Heavy
											Minerals
 
				
				
  SAMPLE CORE ANALYSIS REPORT 
				
				 Samples of core analysis and core description plots, with a few
				of the posible histograms and crossplots that can be made.
 
					
						
							| 
							
							02181815W4 | 
							
							#23708 | 
							
							731011 | 
							
							  | 
							
							NOTE: Accumap has Kvert in K90 Column |  
							| 
							
							S# | 
							
							Top | 
							
							Base | 
							
							Len | 
							
							Kmax | 
							
							K90 | 
							
							Kvert | 
							
							Poros | 
							
							GrDen | 
							
							BkDen | 
							
							Soil | 
							
							Swtr | 
							
							Lithology |  
							| 
							
							  | 
							
							feet | 
							
							feet | 
							
							feet | 
							
							mD | 
							
							mD | 
							
							mD | 
							
							Frac | 
							
							kg/m3 | 
							
							kg/m3 | 
							
							frac | 
							
							frac | 
							
							  |  
							| 
							
							1 | 
							
							3499.19 | 
							
							3500.17 | 
							
							0.98 | 
							
							742.0 | 
							
							0.0 | 
							
							180.0 | 
							
							0.283 | 
							
							0 | 
							
							0 | 
							
							0.129 | 
							
							0.448 | 
							
							SS VF-F |  
							| 
							
							2 | 
							
							3500.17 | 
							
							3501.16 | 
							
							0.98 | 
							
							1196.0 | 
							
							0.0 | 
							
							694.0 | 
							
							0.297 | 
							
							0 | 
							
							0 | 
							
							0.123 | 
							
							0.450 | 
							
							SS VF-F |  
							| 
							
							3 | 
							
							3501.16 | 
							
							3502.17 | 
							
							1.02 | 
							
							622.0 | 
							
							0.0 | 
							
							266.0 | 
							
							0.276 | 
							
							0 | 
							
							0 | 
							
							0.111 | 
							
							0.520 | 
							
							SS VF-F |  
							| 
							
							4 | 
							
							3502.17 | 
							
							3503.16 | 
							
							0.98 | 
							
							223.0 | 
							
							0.0 | 
							
							50.5 | 
							
							0.271 | 
							
							0 | 
							
							0 | 
							
							0.129 | 
							
							0.479 | 
							
							SS VF-F |  
							| 
							
							5 | 
							
							3503.16 | 
							
							3503.88 | 
							
							0.72 | 
							
							837.0 | 
							
							0.0 | 
							
							171.0 | 
							
							0.278 | 
							
							0 | 
							
							0 | 
							
							0.110 | 
							
							0.504 | 
							
							SS VF-F PY |  
							| 
							
							6 | 
							
							3503.88 | 
							
							3504.57 | 
							
							0.69 | 
							
							407.0 | 
							
							0.0 | 
							
							113.0 | 
							
							0.287 | 
							
							0 | 
							
							0 | 
							
							0.118 | 
							
							0.466 | 
							
							SS VF-F |  
							| 
							
							7 | 
							
							3504.57 | 
							
							3504.67 | 
							
							0.10 | 
							
							  | 
							
							0.0 | 
							
							0.0 | 
							
							0 | 
							
							0  | 
							
							0 | 
							
							0 | 
							
							0 | 
							
							SH |  
							| 
							
							8 | 
							
							3504.67 | 
							
							3505.26 | 
							
							0.59 | 
							
							514.0 | 
							
							0.0 | 
							
							365.0 | 
							
							0.253 | 
							
							0 | 
							
							0 | 
							
							0.151 | 
							
							0.398 | 
							
							  |  
							| 
							
							9 | 
							
							3505.26 | 
							
							3505.49 | 
							
							0.23 | 
							
							100.0 | 
							
							0.0 | 
							
							2.6 | 
							
							0.201 | 
							
							0 | 
							
							0 | 
							
							0.134 | 
							
							0.358 | 
							
							SS VF-F SH INC |  
							| 
							
							10 | 
							
							3505.49 | 
							
							3505.98 | 
							
							0.49 | 
							
							401.0 | 
							
							0.0 | 
							
							120.0 | 
							
							0.254 | 
							
							0 | 
							
							0 | 
							
							0.143 | 
							
							0.268 | 
							
							SS VF-F SHBKS |  
							| 
							
							11 | 
							
							3505.98 | 
							
							3506.96 | 
							
							0.98 | 
							
							478.0 | 
							
							0.0 | 
							
							302.0 | 
							
							0.282 | 
							
							0 | 
							
							0 | 
							
							0.131 | 
							
							0.471 | 
							
							SS VF-F |  
							| 
							
							12 | 
							
							3506.96 | 
							
							3507.88 | 
							
							0.92 | 
							
							431.0 | 
							
							0.0 | 
							
							100.0 | 
							
							0.243 | 
							
							0 | 
							
							0 | 
							
							0.156 | 
							
							0.399 | 
							
							SS VF-F CARB INC |  
							| 
							
							13 | 
							
							3507.88 | 
							
							3508.47 | 
							
							0.59 | 
							
							777.0 | 
							
							0.0 | 
							
							556.0 | 
							
							0.277 | 
							
							0 | 
							
							0 | 
							
							0.119 | 
							
							0.389 | 
							
							SS VF-F |  
							| 
							
							14 | 
							
							3508.47 | 
							
							3508.87 | 
							
							0.39 | 
							
							831.0 | 
							
							0.0 | 
							
							383.0 | 
							
							0.275 | 
							
							0 | 
							
							0 | 
							
							0.136 | 
							
							0.422 | 
							
							SS VF-F CARB BK |  
							| 
							
							15 | 
							
							3508.87 | 
							
							3509.88 | 
							
							1.02 | 
							
							413.0 | 
							
							0.0 | 
							
							262.0 | 
							
							0.281 | 
							
							0 | 
							
							0 | 
							
							0.132 | 
							
							0.440 | 
							
							SS VF-F |  
							| 
							
							16 | 
							
							3509.88 | 
							
							3510.87 | 
							
							0.98 | 
							
							604.0 | 
							
							0.0 | 
							
							425.0 | 
							
							0.277 | 
							
							0 | 
							
							0 | 
							
							0.131 | 
							
							0.323 | 
							
							SS VF-F SH INC |  
							| 
							
							17 | 
							
							3510.87 | 
							
							3511.88 | 
							
							1.02 | 
							
							320.0 | 
							
							0.0 | 
							
							35.1 | 
							
							0.229 | 
							
							0 | 
							
							0 | 
							
							0.146 | 
							
							0.422 | 
							
							SS VF-F SH INC |  
							| 
							
							18 | 
							
							3511.88 | 
							
							3512.87 | 
							
							0.98 | 
							
							616.0 | 
							
							0.0 | 
							
							437.0 | 
							
							0.239 | 
							
							0 | 
							
							0 | 
							
							0.103 | 
							
							0.354 | 
							
							SS VF-F |  
							| 
							
							19 | 
							
							3512.87 | 
							
							3513.79 | 
							
							0.92 | 
							
							259.0 | 
							
							0.0 | 
							
							62.0 | 
							
							0.261 | 
							
							0 | 
							
							0 | 
							
							0.073 | 
							
							0.418 | 
							
							SS VF-F |  
							| 
							
							20 | 
							
							3513.79 | 
							
							3514.38 | 
							
							0.59 | 
							
							320.0 | 
							
							0.0 | 
							
							26.8 | 
							
							0.219 | 
							
							0 | 
							
							0 | 
							
							0.096 | 
							
							0.441 | 
							
							  |  
							| 
							
							21 | 
							
							3514.38 | 
							
							3515.07 | 
							
							0.69 | 
							
							431.0 | 
							
							0.0 | 
							
							82.5 | 
							
							0.236 | 
							
							0 | 
							
							0 | 
							
							0.119 | 
							
							0.387 | 
							
							SS VF-F |  
							| 
							
							22 | 
							
							3515.07 | 
							
							3515.16 | 
							
							0.10 | 
							
							  | 
							
							0.0 | 
							
							0.0 | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							SH PY |  
							| 
							
							23 | 
							
							3515.16 | 
							
							3516.18 | 
							
							1.02 | 
							
							969.0 | 
							
							0.0 | 
							
							628.0 | 
							
							0.270 | 
							
							0 | 
							
							0 | 
							
							0.044 | 
							
							0.492 | 
							
							SS VF-F |  
							| 
							
							24 | 
							
							3516.18 | 
							
							3516.77 | 
							
							0.59 | 
							
							837.0 | 
							
							0.0 | 
							
							634.0 | 
							
							0.280 | 
							
							0 | 
							
							0 | 
							
							0.042 | 
							
							0.501 | 
							
							SS VF-F |  
							| 
							
							25 | 
							
							3516.77 | 
							
							3517.46 | 
							
							0.69 | 
							
							556.0 | 
							
							0.0 | 
							
							201.0 | 
							
							0.273 | 
							
							0 | 
							
							0 | 
							
							0.050 | 
							
							0.531 | 
							
							SS VF-F CARB INC |  
							| 
							
							26 | 
							
							3517.46 | 
							
							3518.28 | 
							
							0.82 | 
							
							706.0 | 
							
							0.0 | 
							
							338.0 | 
							
							0.262 | 
							
							0 | 
							
							0 | 
							
							0.046 | 
							
							0.487 | 
							
							SS VF-F |  
							| 
							
							27 | 
							
							3518.28 | 
							
							3519.07 | 
							
							0.79 | 
							
							502.0 | 
							
							0.0 | 
							
							377.0 | 
							
							0.238 | 
							
							0 | 
							
							0 | 
							
							0.079 | 
							
							0.494 | 
							
							SS VF-F CARB INC |  
							| 
							
							28 | 
							
							3519.07 | 
							
							3519.99 | 
							
							0.92 | 
							
							1136.0 | 
							
							0.0 | 
							
							183.0 | 
							
							0.263 | 
							
							0 | 
							
							0 | 
							
							0.063 | 
							
							0.501 | 
							
							SS VF-F |  
							| 
							
							29 | 
							
							3519.99 | 
							
							3520.58 | 
							
							0.59 | 
							
							825.0 | 
							
							0.0 | 
							
							291.0 | 
							
							0.265 | 
							
							0 | 
							
							0 | 
							
							0.052 | 
							
							0.563 | 
							
							  |  
							| 
							
							30 | 
							
							3520.58 | 
							
							3521.46 | 
							
							0.89 | 
							
							1346.0 | 
							
							0.0 | 
							
							706.0 | 
							
							0.274 | 
							
							0 | 
							
							0 | 
							
							0.055 | 
							
							0.516 | 
							
							SS VF-F |  
							| 
							
							31 | 
							
							3521.46 | 
							
							3522.48 | 
							
							1.02 | 
							
							389.0 | 
							
							0.0 | 
							
							102.0 | 
							
							0.246 | 
							
							0 | 
							
							0 | 
							
							0.064 | 
							
							0.450 | 
							
							SS VF-F/M CARB INC |  
							| 
							
							32 | 
							
							3522.48 | 
							
							3523.47 | 
							
							0.98 | 
							
							165.0 | 
							
							0.0 | 
							
							11.9 | 
							
							0.219 | 
							
							0 | 
							
							0 | 
							
							0.058 | 
							
							0.408 | 
							
							SS VF-F/M CARB INC |  
							| 
							
							33 | 
							
							3523.47 | 
							
							3524.48 | 
							
							1.02 | 
							
							586.0 | 
							
							0.0 | 
							
							66.0 | 
							
							0.219 | 
							
							0 | 
							
							0 | 
							
							0.082 | 
							
							0.411 | 
							
							  |  
							| 
							
							34 | 
							
							3524.48 | 
							
							3525.47 | 
							
							0.98 | 
							
							1035.0 | 
							
							0.0 | 
							
							395.0 | 
							
							0.244 | 
							
							0 | 
							
							0 | 
							
							0.051 | 
							
							0.391 | 
							
							SS VF-F |  
							| 
							
							35 | 
							
							3525.47 | 
							
							3526.48 | 
							
							1.02 | 
							
							514.0 | 
							
							0.0 | 
							
							187.0 | 
							
							0.199 | 
							
							0 | 
							
							0 | 
							
							0.073 | 
							
							0.360 | 
							
							  |  
							| 
							
							36 | 
							
							3526.48 | 
							
							3527.47 | 
							
							0.98 | 
							
							526.0 | 
							
							0.0 | 
							
							89.0 | 
							
							0.205 | 
							
							0 | 
							
							0 | 
							
							0.046 | 
							
							0.481 | 
							
							SS VF-M |  
							| 
							
							37 | 
							
							3527.47 | 
							
							3528.16 | 
							
							0.69 | 
							
							1375.0 | 
							
							0.0 | 
							
							208.0 | 
							
							0.216 | 
							
							0 | 
							
							0 | 
							
							0.042 | 
							
							0.548 | 
							
							SS VF-M PY CARB |  
							| 
							
							38 | 
							
							3528.16 | 
							
							3528.88 | 
							
							0.72 | 
							
							287.0 | 
							
							0.0 | 
							
							95.0 | 
							
							0.207 | 
							
							0 | 
							
							0 | 
							
							0.066 | 
							
							0.462 | 
							
							  |  
							| 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  |  
							| 
							
							Arithmetic Averages | 
							
							0.78 | 
							
							618.8 | 
							
							0.0 | 
							
							240.7 | 
							
							0.253 | 
							
							0.0 | 
							
							0.0 | 
							
							0.095 | 
							
							0.443 | 
							
							  |  
							| 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  | 
							
							  |  
				
 |