Section 8.15 Write Code Questions

The uspoll.txt data file is used in some of the questions in this section. The data is City, State: PM10: PM2.5. PM 10 is annual mean amounts of particulate pollution that’s over 2.5 and less than 10 micrometers in diameter, and PM2.5 is the annual mean amounts of particulate pollution that’s 2.5 micrometers or less in diameter.

Click here to view the uspoll.txt data file in a new browser tab.

Activity 8.15.1.

Fix errors in the code below so that the code runs correctly and prints the pollution for all cities that start with the letter A.

Solution.

The program was missing a close double quote after the r on line 1. It was missing a colon at the end of line 3. It was missing a comma or plus sign between the values on line 7.

Activity 8.15.2.

Fix the errors in the code below so that it returns the average PM 2.5 value for the passed state (using the two letter abbreviation). Each line of the file is in the format City, State: PM10: PM2.5. For example, the first line is “Aberdeen, SD :13 :8”. It should print 11.33333333333333.

Activity 8.15.3.

The code below prints all the lines that have a city that starts with an “A”. Change it so that it prints out all lines that have a city that starts with “A” or “B”.

Solution.

Activity 8.15.4.

Fix the indention below for the code to correctly find and print the lowest 2.5 value and city. It should print Smallest PM 2.5 4.0 in Bellingham, WA.

Activity 8.15.5.

The studentdata.txt file shown below contains one line for each student in an imaginary class. The student’s name is the first thing on each line, followed by some exam scores. The number of scores might be different for each student.

Data: studentdata.txt

joe 10 15 20 30 40
bill 23 16 19 22
sue 8 22 17 14 32 17 24 21 2 9 11 17
grace 12 28 21 45 26 10
john 14 32 25 16 89

Solution.

Activity 8.15.6.

The emotion_words.txt file shown below contains a set of emotions that will be used in the next question.

Create a list called j_emotions that contains every word in emotion_words.txt that begins with the letter “j”. After the code executes j_emotions should be ['joyous', 'jittery', 'jumpy']

Data: emotion_words.txt

Sad upset blue down melancholy somber bitter troubled
Angry mad enraged irate irritable wrathful outraged infuriated
Happy cheerful content elated joyous delighted lively glad
Confused disoriented puzzled perplexed dazed befuddled
Excited eager thrilled delighted
Scared afraid fearful panicked terrified petrified startled
Nervous anxious jittery jumpy tense uneasy apprehensive

Activity 8.15.7.

The rest of the questions gather their data from the file stocks.txt, which shows the monthly Dow Jones averages from 1989 to 2001. The data is in the order: Date, Open, High, Low, and Close. The first line is 3-Dec-01,9848.93,10220.78,9651.87,10021.57. The Date is in the format day-month-yy. The month is the first three letters of the month.

Click here to view the stocks.txt data file in a new browser tab.

Complete the code at the # so that it prints out the date with the biggest loss from open to close. Each line has: Date, Open, High, Low, and Close. It should print 3-Aug-98 loss 1329.030000000001.

Solution.

Activity 8.15.8.

Fix the errors below so that the pointGain function returns a list of all the dates where the Dow Jones gained more than 300 points from open to close. Each line has: Date, Open, High, Low, and Close. The Date is in the format day-month-yy. There should be 22 dates.

Activity 8.15.9.

The code below prints all the dates and high price for dates that occur on the first day of the month (i.e. January 1, February 1…). Each line has: Date, Open, High, Low, and Close. Change it so that it prints the date and low price for all the dates that occur in June.

Solution.

Activity 8.15.10.

Write a function avg_month_close(lines, month) that takes the lines from the stocks.txt file in a list and the abbreviation for a month (i.e. “Jan”, “Feb”) as parameters and returns the average value of the closing prices during that month for all the years in the file. Each line has: Date, Open, High, Low, and Close. The Date is in the format day-month-yy. The month is just the first three letters of the month.

Data: uspoll.txt

Aberdeen, SD :13 :8
Adrian, MI :15 :9
Akron, OH :18 :11
Albany, GA :18 :11
Albany-Lebanon, OR :14 :8
Albany-Schenectady-Troy, NY :13 :8
Albuquerque, NM :12 :7
Alexandria, LA :20 :12
Allegan, MI :14 :9
Allentown-Bethlehem-Easton, PA-NJ :21 :12
Altoona, PA :19 :12
Anchorage, AK :13 :8
Anderson, IN :18 :11
Ann Arbor, MI :16 :10
Appleton, WI :14 :9
Asheville, NC :15 :9
Athens, OH :14 :9
Athens, TN :15 :9
Athens-Clarke County, GA :16 :9
Atlanta-Sandy Springs-Marietta, GA :23 :14
Atlantic City-Hammonton, NJ :14 :8
Augusta-Richmond County, GA-SC :18 :11
Augusta-Waterville, ME :14 :9
Austin-Round Rock, TX :17 :10
Bakersfield, CA :24 :15
Baltimore-Towson, MD :20 :12
Bangor, ME :12 :7
Baraboo, WI :17 :10
Baton Rouge, LA :19 :11
Bay City, MI :13 :8
Beaver Dam, WI :15 :9
Beckley, WV :14 :8
Bellingham, WA :7 :4
Bennington, VT :11 :7
Birmingham-Hoover, AL :20 :12
Bishop, CA :11 :6
Bismarck, ND :11 :6
Bloomington, IN :17 :10
Bloomington-Normal, IL :16 :9
Boise City-Nampa, ID :17 :10
Boone, NC :13 :8
Boston-Cambridge-Quincy, MA-NH :16 :10
Boulder, CO :12 :7
Bowling Green, KY :17 :10
Bradenton-Sarasota-Venice, FL :12 :7
Brainerd, MN :8 :5
Bremerton-Silverdale, WA :7 :4
Bridgeport-Stamford-Norwalk, CT :16 :9
Brigham City, UT :12 :7
Brookings, SD :14 :9
Brownsville-Harlingen, TX :16 :10
Brunswick, GA :13 :8
Buffalo-Niagara Falls, NY :16 :9
Burlington, NC :14 :9
Burlington-South Burlington, VT :12 :7
Butte-Silver Bow, MT :19 :11
Cadillac, MI :10 :6
Cambridge, MD :13 :8
Canton-Massillon, OH :21 :12
Cape Coral-Fort Myers, FL :12 :7
Casper, WY :9 :5
Cedar Rapids, IA :16 :10
Champaign-Urbana, IL :16 :10
Charleston, WV :18 :11
Charleston-North Charleston-Summerville, SC :16 :10
Charlotte-Gastonia-Concord, NC-SC :16 :10
Charlottesville, VA :13 :8
Chattanooga, TN-GA :18 :11
Cheyenne, WY :9 :6
Chicago-Naperville-Joliet, IL-IN-WI :22 :13
Chico, CA :12 :7
Cincinnati-Middletown, OH-KY-IN :23 :14
Clarksburg, WV :16 :10
Clarksville, TN-KY :16 :10
Clearlake, CA :7 :4
Cleveland-Elyria-Mentor, OH :24 :15
Clinton, IA :18 :11
Colorado Springs, CO :12 :7
Columbia, SC :17 :10
Columbia, TN :14 :8
Columbus, GA-AL :19 :11
Columbus, OH :18 :11
Concord, NH :16 :9
Cookeville, TN :14 :9
Corning, NY :11 :7
Corpus Christi, TX :18 :11
Dallas-Fort Worth-Arlington, TX :20 :12
Daphne-Fairhope-Foley, AL :15 :9
Davenport-Moline-Rock Island, IA-IL :18 :11
Dayton, OH :18 :11
Decatur, AL :15 :9
Decatur, IL :17 :10
Deltona-Daytona Beach-Ormond Beach, FL :11 :6
Denver-Aurora-Broomfield, CO :14 :9
Des Moines-West Des Moines, IA :15 :9
Detroit-Warren-Livonia, MI :21 :12
Dickinson, ND :7 :4
Dothan, AL :15 :9
Dover, DE :14 :8
Duluth, MN-WI :11 :6
Durango, CO :7 :4
Durham, NC :14 :8
Durham-Chapel Hill, NC :14 :8
Dyersburg, TN :15 :9
East Stroudsburg, PA :13 :8
Eau Claire, WI :14 :8
El Centro, CA :24 :14
El Dorado, AR :18 :11
El Paso, TX :21 :12
Elizabethtown, KY :20 :12
Elkhart-Goshen, IN :21 :12
Erie, PA :19 :11
Eugene-Springfield, OR :13 :8
Eureka-Arcata-Fortuna, CA :11 :7
Evansville, IN-KY :19 :12
Fairbanks, AK :31 :19
Fairmont, WV :17 :10
Fargo, ND-MN :13 :8
Farmington, NM :8 :5
Fayetteville, NC :15 :9
Fayetteville-Springdale-Rogers, AR-MO :16 :10
Flagstaff, AZ :9 :5
Flint, MI :13 :8
Florence, SC :15 :9
Florence-Muscle Shoals, AL :15 :9
Fort Collins-Loveland, CO :12 :7
Fort Madison-Keokuk, IA-MO :18 :11
Fort Payne, AL :15 :9
Fort Smith, AR-OK :17 :10
Fort Wayne, IN :23 :14
Fresno, CA :74 :45
Gadsden, AL :16 :10
Gainesville, FL :12 :7
Gainesville, GA :16 :9
Gettysburg, PA :18 :11
Gillette, WY :13 :8
Goldsboro, NC :21 :13
Grand Island, NE :13 :8
Grand Junction, CO :12 :7
Grand Rapids-Wyoming, MI :16 :10
Grants Pass, OR :12 :7
Greeley, CO :13 :8
Green Bay, WI :16 :10
Greensboro-High Point, NC :14 :9
Greenville, NC :13 :8
Greenville-Mauldin-Easley, SC :16 :10
Grenada, MS :16 :9
Gulfport-Biloxi, MS :16 :10
Hagerstown-Martinsburg, MD-WV :19 :11
Hammond, LA :15 :9
Hanford-Corcoran, CA :28 :17
Harriman, TN :22 :13
Harrisburg-Carlisle, PA :20 :12
Harrisonburg, VA :15 :9
Hartford-West Hartford-East Hartford, CT :14 :9
Hattiesburg, MS :18 :11
Helena, MT :16 :9
Helena-West Helena, AR :16 :9
Hickory-Lenoir-Morganton, NC :16 :10
Hilo, HI :27 :16
Hobbs, NM :13 :8
Holland-Grand Haven, MI :15 :9
Homosassa Springs, FL :11 :7
Honolulu, HI :12 :7
Hot Springs, AR :18 :11
Houma-Bayou Cane-Thibodaux, LA :13 :8
Houston-Sugar Land-Baytown, TX :21 :13
Huntington-Ashland, WV-KY-OH :19 :11
Huntsville, AL :16 :9
Indianapolis-Carmel, IN :25 :15
Iowa City, IA :16 :10
Jackson, MS :19 :11
Jackson, TN :15 :9
Jackson, WY-ID :11 :6
Jacksonville, FL :13 :8
Jamestown-Dunkirk-Fredonia, NY :13 :8
Jasper, IN :18 :11
Johnstown, PA :19 :12
Juneau, AK :11 :6
Kahului-Wailuku, HI :11 :6
Kalamazoo-Portage, MI :17 :10
Kalispell, MT :13 :8
Kansas City, MO-KS :24 :15
Kapaa, HI :11 :7
Keene, NH :16 :10
Kingsport-Bristol-Bristol, TN-VA :15 :9
Kinston, NC :13 :8
Klamath Falls, OR :18 :11
Knoxville, TN :18 :11
Kokomo, IN :16 :10
La Crosse, WI-MN :14 :8
Laconia, NH :11 :7
Lafayette, IN :24 :14
Lafayette, LA :18 :11
Lake Charles, LA :14 :8
Lake Havasu City-Kingman, AZ :6 :4
Lakeland-Winter Haven, FL :13 :8
Lancaster, PA :21 :13
Lansing-East Lansing, MI :14 :9
Laramie, WY :9 :6
Las Cruces, NM :25 :15
Las Vegas-Paradise, NV :20 :12
Laurel, MS :18 :11
Lawrenceburg, TN :14 :8
Lebanon, NH-VT :11 :7
Lebanon, PA :24 :14
Lewiston-Auburn, ME :13 :8
Lexington-Fayette, KY :16 :10
Lima, OH :17 :10
Lincoln, NE :14 :9
Little Rock-North Little Rock-Conway, AR :19 :12
Logan, UT-ID :15 :9
Los Angeles-Long Beach-Santa Ana, CA :33 :20
Louisville/Jefferson County, KY-IN :22 :13
Lumberton, NC :14 :9
Lynchburg, VA :13 :8
Macon, GA :19 :12
Madera, CA :27 :16
Madison, WI :16 :9
Manchester-Nashua, NH :14 :8
Marshall, MN :12 :7
Marshall, TX :17 :10
McAlester, OK :19 :11
McAllen-Edinburg-Mission, TX :18 :11
Medford, OR :15 :9
Memphis, TN-MS-AR :17 :10
Merced, CA :18 :11
Meridian, MS :17 :10
Miami-Fort Lauderdale-Pompano Beach, FL :14 :8
Michigan City-La Porte, IN :16 :10
Middlesborough, KY :17 :10
Milwaukee-Waukesha-West Allis, WI :18 :11
Minneapolis-St. Paul-Bloomington, MN-WI :17 :10
Missoula, MT :21 :12
Mobile, AL :15 :9
Modesto, CA :25 :15
Monroe, LA :22 :13
Monroe, MI :16 :9
Montgomery, AL :18 :11
Morgantown, WV :15 :9
Mount Vernon, IL :14 :9
Muncie, IN :16 :10
Muscatine, IA :18 :11
Muskegon-Norton Shores, MI :15 :9
Napa, CA :23 :14
Nashville-Davidson--Murfreesboro--Franklin, TN :17 :10
New Castle, IN :15 :9
New Haven-Milford, CT :15 :9
New Orleans-Metairie-Kenner, LA :21 :13
New York-Northern New Jersey-Long Island, NY-NJ-PA :23 :14
Niles-Benton Harbor, MI :14 :9
Nogales, AZ :16 :10
Norwich-New London, CT :13 :8
Ogden-Clearfield, UT :15 :9
Oklahoma City, OK :16 :10
Omaha-Council Bluffs, NE-IA :19 :12
Orlando-Kissimmee, FL :12 :7
Owensboro, KY :18 :11
Oxnard-Thousand Oaks-Ventura, CA :16 :10
Paducah, KY-IL :17 :10
Palm Bay-Melbourne-Titusville, FL :10 :6
Parkersburg-Marietta-Vienna, WV-OH :17 :10
Pascagoula, MS :15 :9
Pendleton-Hermiston, OR :12 :7
Pensacola-Ferry Pass-Brent, FL :14 :8
Peoria, IL :16 :10
Philadelphia-Camden-Wilmington, PA-NJ-DE-MD :28 :17
Phoenix-Mesa-Scottsdale, AZ :26 :16
Pittsburgh, PA :25 :15
Pittsfield, MA :14 :9
Platteville, WI :15 :9
Pocatello, ID :15 :9
Ponca City, OK :17 :10
Portland-South Portland-Biddeford, ME :15 :9
Portland-Vancouver-Beaverton, OR-WA :12 :7
Portsmouth, OH :16 :10
Poughkeepsie-Newburgh-Middletown, NY :13 :8
Prescott, AZ :7 :4
Prineville, OR :14 :9
Providence-New Bedford-Fall River, RI-MA :18 :11
Provo-Orem, UT :14 :8
Pueblo, CO :11 :7
Quincy, IL-MO :16 :10
Raleigh-Cary, NC :16 :9
Rapid City, SD :11 :6
Reading, PA :19 :11
Red Bluff, CA :14 :8
Redding, CA :10 :6
Reno-Sparks, NV :15 :9
Richmond, VA :15 :9
Richmond-Berea, KY :15 :9
Riverside-San Bernardino-Ontario, CA :34 :21
Riverton, WY :13 :8
Roanoke, VA :15 :9
Rochester, MN :13 :8
Rochester, NY :14 :9
Rock Springs, WY :13 :8
Rockford, IL :16 :9
Rocky Mount, NC :13 :8
Rome, GA :18 :11
Russellville, AR :14 :9
Rutland, VT :15 :9
Sacramento--Arden-Arcade--Roseville, CA :15 :9
Salinas, CA :10 :6
Salisbury, NC :16 :9
Salt Lake City, UT :15 :9
San Antonio, TX :14 :9
San Diego-Carlsbad-San Marcos, CA :24 :14
San Francisco-Oakland-Fremont, CA :16 :10
San Jose-Sunnyvale-Santa Clara, CA :16 :10
San Luis Obispo-Paso Robles, CA :16 :10
Santa Barbara-Santa Maria-Goleta, CA :14 :9
Santa Cruz-Watsonville, CA :10 :6
Santa Fe, NM :8 :5
Santa Rosa-Petaluma, CA :14 :8
Sault Ste. Marie, MI :14 :8
Savannah, GA :17 :10
Scottsbluff, NE :9 :6
Scranton--Wilkes-Barre, PA :14 :8
Seaford, DE :14 :8
Seattle-Tacoma-Bellevue, WA :16 :10
Sheridan, WY :14 :8
Shreveport-Bossier City, LA :26 :16
Sierra Vista-Douglas, AZ :11 :7
Sioux City, IA-NE-SD :16 :10
Sioux Falls, SD :14 :9
Somerset, KY :16 :10
South Bend-Mishawaka, IN-MI :21 :13
Spartanburg, SC :16 :10
Spokane, WA :12 :7
Springfield, IL :16 :10
Springfield, MA :15 :9
Springfield, MO :17 :10
Springfield, OH :17 :10
St. Cloud, MN :14 :8
St. George, UT :11 :7
St. Joseph, MO-KS :20 :12
St. Louis, MO-IL :22 :13
State College, PA :19 :11
Stockton, CA :21 :12
Syracuse, NY :12 :7
Talladega-Sylacauga, AL :17 :10
Tallahassee, FL :14 :9
Tampa-St. Petersburg-Clearwater, FL :13 :8
Terre Haute, IN :19 :12
Texarkana, TX-Texarkana, AR :18 :11
Thomasville-Lexington, NC :17 :10
Toledo, OH :17 :10
Topeka, KS :14 :9
Torrington, CT :9 :6
Trenton-Ewing, NJ :15 :9
Truckee-Grass Valley, CA :10 :6
Tucson, AZ :10 :6
Tulsa, OK :16 :10
Tupelo, MS :16 :10
Tuscaloosa, AL :16 :9
Ukiah, CA :12 :7
Valdosta, GA :14 :9
Vallejo-Fairfield, CA :15 :9
Vernal, UT :12 :7
Virginia Beach-Norfolk-Newport News, VA-NC :14 :8
Visalia-Porterville, CA :25 :15
Warner Robins, GA :16 :10
Washington-Arlington-Alexandria, DC-VA-MD-WV :19 :12
Waterloo-Cedar Falls, IA :16 :10
Watertown, SD :18 :11
Weirton-Steubenville, WV-OH :20 :12
Wenatchee, WA :17 :10
Wichita, KS :16 :9
Wilmington, NC :14 :9
Winchester, VA-WV :16 :10
Winston-Salem, NC :15 :9
Worcester, MA :15 :9
Yakima, WA :17 :10
York-Hanover, PA :20 :12
Youngstown-Warren-Boardman, OH-PA :23 :14
Yuba City, CA :12 :7
Yuma, AZ :14 :9

Data: studentdata.txt

joe 10 15 20 30 40
bill 23 16 19 22
sue 8 22 17 14 32 17 24 21 2 9 11 17
grace 12 28 21 45 26 10
john 14 32 25 16 89

Data: emotion_words.txt

Sad upset blue down melancholy somber bitter troubled
Angry mad enraged irate irritable wrathful outraged infuriated
Happy cheerful content elated joyous delighted lively glad
Confused disoriented puzzled perplexed dazed befuddled
Excited eager thrilled delighted
Scared afraid fearful panicked terrified petrified startled
Nervous anxious jittery jumpy tense uneasy apprehensive

Data: dogs.txt

Labrador Retriever
German Shepherd
Golden Retriever
Beagle
Bulldog
Yorkshire Terrier
Boxer
Poodle
Rottweiler
Dachshunds

Data: stocks.txt

3-Dec-01,9848.93,10220.78,9651.87,10021.57
1-Nov-01,9087.45,10054.58,8987.61,9851.56
1-Oct-01,8845.97,9626.54,8659.9,9075.14
4-Sep-01,9946.98,10238.5,7926.93,8847.56
1-Aug-01,10527.38,10663.07,9829.35,9949.75
2-Jul-01,10504.95,10758.14,10049.38,10522.81
1-Jun-01,10913.57,11236.68,10313.4,10502.4
1-May-01,10734.05,11436.42,10638.48,10911.94
2-Apr-01,9877.16,10973.15,9303.48,10734.97
1-Mar-01,10493.25,10940.45,9047.56,9878.78
1-Feb-01,10884.82,11140.09,10225.14,10495.28
2-Jan-01,10790.92,11224.41,10325.71,10887.36
1-Dec-00,10416.76,11044.7,10158.16,10787.99
1-Nov-00,10966.21,11152.02,10204.8,10414.49
2-Oct-00,10659.06,11108.79,9571.4,10971.14
1-Sep-00,11219.54,11518.83,10439.31,10650.92
1-Aug-00,10523.81,11415.99,10428.58,11215.1
3-Jul-00,10450.36,10980.34,10303.28,10521.98
1-Jun-00,10532.27,11013.05,10161.51,10447.89
1-May-00,10749.42,11086.72,10163.2,10522.33
3-Apr-00,10863.28,11600.43,10128.62,10733.91
1-Mar-00,10128.11,11311.28,9611.75,10921.92
1-Feb-00,10937.74,11228.44,9760.36,10128.31
3-Jan-00,11501.85,11908.5,10610.43,10940.53
1-Dec-99,10876.47,11658.68,10798.07,11497.12
1-Nov-99,10730.78,11195.34,10449.42,10877.81
1-Oct-99,10335.69,10883.1,9884.2,10729.86
1-Sep-99,10828.44,11218.39,10055.17,10336.95
2-Aug-99,10654.83,11428.94,10487.34,10829.28
1-Jul-99,10972.39,11321.61,10594.99,10655.15
1-Jun-99,10549.08,11120.24,10334.42,10970.8
3-May-99,10788.75,11244.36,10372.96,10559.74
1-Apr-99,9825.29,11072.25,9707.91,10789.04
1-Mar-99,9315.27,10158.57,9163.41,9786.16
1-Feb-99,9405.43,9662.77,9025.41,9306.58
4-Jan-99,9212.84,9759.44,8994.26,9358.83
1-Dec-98,9039.57,9390.75,8610.63,9181.43
2-Nov-98,8645.65,9457.95,8573.56,9116.55
1-Oct-98,7749.42,8718.25,7399.78,8592.1
1-Sep-98,7583.09,8253.79,7379.7,7842.62
3-Aug-98,8868.1,8948.17,7517.7,7539.07
1-Jul-98,9011.56,9412.64,8786.48,8883.29
1-Jun-98,8907.93,9155.04,8524.55,8952.02
1-May-98,9106.47,9311.98,8760.95,8899.95
1-Apr-98,8818.5,9287.32,8715.61,9063.37
2-Mar-98,8528.78,8997.11,8377.32,8799.81
2-Feb-98,7987.46,8616.72,7987.46,8545.72
2-Jan-98,7908.25,8072.91,7391.59,7906.5
1-Dec-97,7823.62,8209.56,7563.23,7908.25
3-Nov-97,7443.07,7934.53,7334.77,7823.13
1-Oct-97,7945.26,8218.34,6936.45,7442.08
2-Sep-97,7650.99,8078.36,7556.23,7945.26
1-Aug-97,8222.61,8340.14,7580.85,7622.42
1-Jul-97,7672.79,8328.99,7613.53,8222.61
2-Jun-97,7331.04,7868.44,7214.29,7672.79
1-May-97,7008.99,7430.2,6891.39,7331.04
1-Apr-97,6583.48,7081.23,6315.84,7008.99
3-Mar-97,6877.74,7158.28,6532.49,6583.48
3-Feb-97,6813.09,7112.87,6683.4,6877.74
2-Jan-97,6448.27,6953.55,6318.96,6813.09
2-Dec-96,6521.7,6623.96,6206.83,6448.27
1-Nov-96,6029.38,6606.3,5975.34,6521.7
1-Oct-96,5882.17,6162.8,5833.72,6029.38
3-Sep-96,5616.21,5952.08,5550.37,5882.17
1-Aug-96,5528.91,5761.95,5507.83,5616.21
1-Jul-96,5654.63,5769.88,5170.11,5528.91
3-Jun-96,5643.18,5770.61,5559.69,5654.63
1-May-96,5569.08,5833.04,5327.74,5643.18
1-Apr-96,5587.14,5737.07,5382.66,5569.08
1-Mar-96,5485.62,5755.86,5395.3,5587.14
1-Feb-96,5395.3,5693.36,5319.43,5485.62
2-Jan-96,5117.12,5433.24,5000.07,5395.3
1-Dec-95,5074.49,5266.69,5016.68,5117.12
1-Nov-95,4755.48,5143.13,4719.72,5074.49
2-Oct-95,4789.08,4845.08,4638.43,4755.48
1-Sep-95,4610.56,4839.48,4594.71,4789.08
1-Aug-95,4708.47,4772.56,4552.8,4610.56
3-Jul-95,4556.1,4767.99,4530.26,4708.47
1-Jun-95,4465.14,4614.2,4394.59,4556.1
1-May-95,4321.27,4480.7,4278.73,4465.14
3-Apr-95,4157.69,4348.94,4129.68,4321.27
1-Mar-95,4011.05,4213.71,3935.31,4157.69
1-Feb-95,3843.86,4034.62,3809.21,4011.05
3-Jan-95,3834.44,3955.56,3794.4,3843.86
1-Dec-94,3739.23,3882.21,3638.97,3834.44
1-Nov-94,3908.12,3919.9,3612.05,3739.23
3-Oct-94,3843.19,3958.25,3736.2,3908.12
1-Sep-94,3913.42,3972.72,3804.5,3843.19
1-Aug-94,3764.5,3954.54,3722.41,3913.42
1-Jul-94,3624.96,3782.63,3611.04,3764.5
1-Jun-94,3758.37,3839.88,3603.92,3624.96
2-May-94,3681.69,3788.76,3609.71,3758.37
4-Apr-94,3633.08,3733.15,3520.8,3681.69
1-Mar-94,3832.02,3911.78,3544.12,3635.96
1-Feb-94,3978.36,3998.06,3811.76,3832.02
3-Jan-94,3754.09,4002.84,3715.24,3978.36
1-Dec-93,3683.95,3818.92,3673.33,3754.09
1-Nov-93,3680.59,3749.9,3585.86,3683.95
1-Oct-93,3555.12,3713.57,3541.71,3680.59
1-Sep-93,3651.25,3665.5,3501.47,3555.12
2-Aug-93,3539.47,3681.71,3523.54,3651.25
1-Jul-93,3516.08,3604.86,3443.28,3539.47
1-Jun-93,3527.43,3577.25,3445.77,3516.08
3-May-93,3427.55,3582.23,3402.42,3527.43
1-Apr-93,3435.11,3499.41,3338.39,3427.55
1-Mar-93,3370.81,3497.25,3334.07,3435.11
1-Feb-93,3310.03,3472.94,3262.48,3370.81
4-Jan-93,3301.11,3338.12,3219.25,3310.03
1-Dec-92,3305.16,3364.87,3229.79,3301.11
2-Nov-92,3226.28,3326.51,3176.84,3305.16
1-Oct-92,3271.66,3291.39,3087.41,3226.28
1-Sep-92,3257.35,3391.35,3226.55,3271.66
3-Aug-92,3393.78,3413.23,3200.86,3257.35
1-Jul-92,3318.52,3414.85,3255.43,3393.78
1-Jun-92,3396.88,3435.27,3242.32,3318.52
1-May-92,3359.12,3433.98,3316.64,3396.88
1-Apr-92,3235.47,3387.97,3141.77,3359.12
2-Mar-92,3267.67,3318.42,3176.21,3235.47
3-Feb-92,3223.39,3307.47,3193.42,3267.67
2-Jan-92,3168.83,3313.51,3119.86,3223.39
2-Dec-91,2894.68,3204.61,2832.29,3168.83
1-Nov-91,3069.1,3091.91,2861.14,2894.68
1-Oct-91,3016.77,3091.01,2925.54,3069.1
3-Sep-91,3043.6,3066.64,2963.1,3016.77
1-Aug-91,3024.82,3068.65,2836.31,3043.6
1-Jul-91,2911.67,3039.58,2897.36,3024.82
3-Jun-91,3027.5,3057.47,2879.25,2906.75
1-May-91,2887.87,3044.5,2834.53,3027.5
1-Apr-91,2913.86,3030.45,2848.51,2887.87
1-Mar-91,2882.18,3017.82,2829.21,2913.86
1-Feb-91,2736.39,2955.2,2694.31,2882.18
2-Jan-91,2633.66,2747.28,2447.03,2736.39
3-Dec-90,2559.65,2662.62,2534.65,2633.66
1-Nov-90,2442.33,2581.19,2415.59,2559.65
1-Oct-90,2452.48,2565.35,2344.31,2442.33
4-Sep-90,2614.36,2665.35,2367.82,2452.48
1-Aug-90,2905.2,2931.19,2459.41,2614.36
2-Jul-90,2880.69,3024.26,2833.17,2905.2
1-Jun-90,2876.66,2956.93,2821.53,2880.69
1-May-90,2656.76,2908.21,2651.35,2876.66
2-Apr-90,2707.21,2793.47,2627.7,2656.76
1-Mar-90,2627.25,2775,2607.88,2707.21
1-Feb-90,2590.54,2674.32,2540.99,2627.25
2-Jan-90,2753.2,2834.04,2513.06,2590.54
1-Dec-89,2706.27,2784.77,2658.7,2753.2
1-Nov-89,2645.08,2718.22,2563.11,2706.27
2-Oct-89,2692.82,2809.08,2496.93,2645.08
1-Sep-89,2737.27,2768.24,2636.78,2692.82
1-Aug-89,2660.66,2758.73,2619.71,2737.27
3-Jul-89,2440.06,2668.25,2431.53,2660.66
1-Jun-89,2480.15,2544.95,2412.94,2440.06
1-May-89,2418.8,2521.63,2356.3,2480.15
3-Apr-89,2293.62,2433.1,2282.07,2418.8
1-Mar-89,2258.39,2351.07,2234.46,2293.62
1-Feb-89,2342.32,2369.29,2232.14,2258.39
3-Jan-89,2168.39,2350.18,2127.14,2342.32

You have attempted of activities on this page.

Prev Top Next