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1. Question #2 - Page # 88, Use data P02_03.xlsx.The file P02_03.docx
- 1. 1. Question #2 - Page # 88, Use data P02_03.xlsx. The file P02_03.xlsx contains data from a survey of 399 people regarding a government environmental policy. a. Create a crosstabs and an associated column chart for Gender versus Opinion. Express the counts as percentages so that for either gender, the percentages add to 100%. Discuss your findings. Specifically, do the two genders tend to differ in their opinions about the environmental policy? b. Repeat part a with Age versus Opinion. c. Recode Salary to be categorical with categories “Less than $40K,” “Between $40K and $70K,” “Between $70K and $100K,” and “Greater than $100K” (where you can treat the breakpoints however you like). Then repeat part a with this new Salary variable versus Opinion. 2. Question #20 - Page #96, Use data P02_56.xlsx The file P02_56.xlsx contains monthly values of indexes that measure the amount of energy necessary to heat or cool buildings due to outside temperatures. (See the explanation in the Source sheet of the file.) These are reported for each state in the United States and also for several regions, as listed in the Locations sheet, from 1931 to 2000. a. For each of the Heating Degree Days and Cooling Degree Days sheets, create a new Season variable with values “Winter,” “Spring,” “Summer,” and “Fall.” Winter consists of December, January, and February; Spring consists of March, April, and May; Summer consists of June, July, and August; and Fall consists of September, October, and November. b. Find the mean, median, and standard deviation of Heating Degree Days (HDD), broken down by Season, for the 48 contiguous states location (code 5999). (Ignore the first and last rows for the given location,
- 2. the ones that contain -9999, the code for missing values.) Also, create side-by-side box plots of HDD, broken down by season. Comment on the results. Do they go in the direction you would expect? Do the same for Cooling Degree Days (which has no missing data). c. Repeat part b for California (code 0499). d. Repeat part b for the New England group of states (code 5801). 3. Question #30 - Page #105, Use data P03_30.xlsx rates of various currencies versus the U.S. dollar. It is of interest to financial analysts and economists to see whether exchange rates move together through time. You could find the correlations between the exchange rates themselves, but it is often more useful with time series data to check for correlations between differences from day to day. a. Create a column of differences for each currency. b. Create a table of correlations between all of the original variables. Then on the same sheet, create a second table of correlations between the difference variables. On this same sheet, enter two cutoff values, one positive such as 0.6 and one negative such as 20.5, and use conditional formatting to color all correlations (in both tables) above the positive cutoff green and all correlations below the negative cutoff red. Do it so that the 1’s on the diagonal are not colored. c. Based on the second table and your coloring, can you conclude that these currencies tend to move together in the same direction? If not, what can you conclude? d. Repeat part c for Ratio2. 1. Question #49 - Page #125, Use data P03_22.xlsx The file P03_22.xlsx lists financial data on movies released from 1980 to 2011 with budgets of at least $20 million. a. Create three new variables, Ratio1, Ratio2, and Decade. Ratio1 should be US Gross divided by
- 3. Budget, Ratio2 should be Worldwide Gross divided by Budget, and Decade should list 1980s, 1990s, or 2000s, depending on the year of the release date. If either US Gross or Worldwide Gross is listed as “Unknown,” the corresponding ratio should be blank. (Hint: For Decade, use the YEAR function to fill in a new Year column. Then use a lookup table to populate the Decade column.) b. Use a pivot table to find counts of movies by various distributors. Then go back to the data and create one more column, Distributor New, which lists the distributor for distributors with at least 30 movies and lists Other for the rest. (Hint: Use a lookup table to populate Distributor New, but also use an IF to fill in Other where the distributor is missing.) c. Create a pivot table and corresponding pivot chart that shows average and standard deviation of Ratio1, broken down by Distributor New, with Decade in the Filters area. Comment on any d. Repeat part c for Ratio2. 1. Question #63 - Page #129, Use data P03_63.xlsx 63. The file P03_63.xlsx contains financial data on 85 U.S. companies in the Computer and Electronic Product Manufacturing sector (NAICS code 334) with 2009 earnings before taxes of at least $10,000. Each of these companies listed R&D (research and development) expenses on its income statement. Create a table of correlations between all of the variables and use conditional formatting to color green all correlations involving R&D that are strongly positive or negative. (Use cutoff values of your choice to define “strongly.”) Then create scatterplots of R&D (Y axis) versus each of the other most highly correlated variables. Comment on any patterns you see in these scatterplots, including any obvious outliers, and explain why (or if) it makes sense that
- 4. these variables are highly correlated with R&D. If there are highly correlated variables with R&D, can you tell which way the causality goes? Data-Q#02-Pg88-P02_03PersonAge A satisfied Microsoft Office user: Code: Young - 34 or younger Middle-aged - from 34 to 59 Elderly - 60 or older Gender A satisfied Microsoft Office user: Code: 1 - male 2 - female StateChildrenSalaryOpinion1Middle- aged2Texas2$63,017Strongly agree2Middle- aged2Virginia3$100,302Strongly disagree3Middle- aged2California0$144,043Strongly agree4Young2California0$36,025Agree5Middle- aged1Texas0$97,543Neutral6Middle- aged1California3$69,222Disagree7Middle- aged2Michigan2$81,799Disagree8Middle- aged2Texas1$101,894Agree9Middle- aged1Virginia0$83,843Strongly disagree10Middle- aged1Illinois3$87,457Agree11Elderly2Arizona0$48,966Disagre e12Middle-aged2Arizona1$88,855Disagree13Middle- aged1Minnesota1$115,138Strongly agree14Elderly2Texas2$67,748Neutral15Young2Texas2$47,172 Neutral16Middle-aged2Michigan0$39,086Disagree17Middle- aged1Texas0$126,983Disagree18Elderly2California2$66,001Ne utral19Elderly2Florida2$67,723Disagree20Young2Illinois1$53, 335Strongly disagree21Elderly2Florida2$67,683Neutral22Elderly1New York3$45,483Disagree23Elderly1Texas0$64,364Agree24Middle -aged1Florida2$102,315Neutral25Middle-
- 5. aged2Michigan2$93,370Strongly agree26Middle- aged2Arizona2$148,075Disagree27Middle-aged1New York0$97,857Agree28Elderly1Illinois2$62,929Strongly agree29Young2California2$37,963Strongly disagree30Middle- aged1New York0$76,476Strongly agree31Middle- aged2Texas2$81,674Strongly disagree32Young2Virginia2$49,505Strongly disagree33Young1California3$49,723Strongly disagree34Elderly2Arizona0$81,981Agree35Elderly2Michigan2 $66,636Agree36Young2Arizona3$39,665Strongly disagree37Middle-aged2Virginia0$102,213Strongly agree38Middle-aged1Arizona0$91,650Strongly agree39Middle- aged1Virginia0$90,349Agree40Young2Virginia2$47,927Disagr ee41Middle-aged2Florida3$81,926Neutral42Middle- aged1Ohio0$104,032Strongly disagree43Middle- aged1Arizona2$92,590Strongly disagree44Middle- aged1California0$62,268Strongly agree45Middle- aged1Florida2$107,121Strongly agree46Middle-aged2New York3$75,368Disagree47Middle- aged2Illinois3$120,713Strongly agree48Middle-aged2New York1$93,344Agree49Young2Ohio0$35,629Disagree50Middle- aged2Ohio2$122,748Strongly agree51Young1California0$41,967Strongly disagree52Middle- aged2Virginia3$63,642Disagree53Middle- aged1Michigan2$97,785Strongly disagree54Elderly2Florida1$82,218Neutral55Middle- aged2Arizona2$127,638Strongly disagree56Young2Minnesota2$55,958Disagree57Middle- aged2Texas2$73,629Disagree58Middle- aged1Florida3$127,108Neutral59Elderly2Virginia0$91,767Stro ngly disagree60Elderly1California3$80,366Strongly agree61Middle-aged1Texas0$109,183Disagree62Middle- aged2Ohio3$80,445Agree63Young1Minnesota2$30,020Neutral6 4Young2New York0$37,255Disagree65Middle-aged1New York0$96,180Agree66Young1Arizona2$45,424Disagree67Midd le-
- 6. aged1Illinois2$85,526Neutral68Elderly1California2$67,073Stro ngly agree69Middle-aged1Arizona3$127,725Agree70Middle- aged1California0$61,803Agree71Elderly2Texas0$34,199Disagr ee72Middle-aged1Virginia2$85,906Strongly disagree73Elderly2Illinois3$79,877Strongly agree74Middle- aged2Arizona0$71,281Strongly disagree75Young2Virginia0$55,269Strongly agree76Young2Arizona2$26,600Agree77Middle- aged2Ohio2$102,900Strongly disagree78Elderly2Virginia2$84,837Agree79Elderly1Florida0$1 06,185Strongly disagree80Young1Florida2$48,213Agree81Middle- aged2Illinois2$71,679Agree82Middle- aged2Florida3$74,707Strongly agree83Elderly2Florida0$80,440Strongly agree84Middle- aged1New York1$92,094Agree85Middle- aged1Florida2$54,291Strongly agree86Middle- aged2Michigan2$85,534Agree87Middle-aged2New York2$71,370Disagree88Young2Ohio2$39,733Neutral89Elderly 2Michigan0$59,892Strongly disagree90Young2Virginia2$38,097Strongly agree91Middle- aged2Texas2$144,884Strongly disagree92Young2California3$48,251Strongly disagree93Middle-aged1Texas0$91,778Agree94Middle- aged1Illinois0$96,961Strongly disagree95Elderly2Texas2$83,939Disagree96Young2Ohio2$41, 734Neutral97Middle-aged2Texas3$148,408Strongly agree98Middle-aged2California0$79,709Neutral99Middle- aged1Minnesota0$86,896Strongly disagree100Middle- aged2New York2$86,913Strongly disagree101Young2Arizona2$43,267Strongly agree102Elderly2Virginia0$88,636Strongly agree103Middle- aged1Illinois1$111,391Neutral104Middle- aged1Texas2$85,110Disagree105Middle- aged2Ohio0$132,182Strongly disagree106Middle- aged2Illinois2$101,475Strongly agree107Middle-
- 7. aged2Michigan1$72,888Strongly agree108Middle- aged2Virginia2$140,022Strongly disagree109Middle- aged1Arizona2$144,335Neutral110Elderly2California1$77,506S trongly agree111Middle-aged2Ohio2$106,139Agree112Middle- aged1Ohio0$93,790Agree113Middle- aged1Ohio3$98,341Strongly agree114Middle- aged1Michigan0$133,741Strongly agree115Middle- aged1Michigan0$88,427Disagree116Middle-aged2New York2$144,518Disagree117Young1New York0$72,239Neutral118Elderly2Ohio0$74,438Strongly agree119Elderly2Ohio0$59,629Neutral120Middle- aged2Arizona2$79,122Strongly agree121Elderly2Florida3$75,892Strongly disagree122Middle- aged1Ohio2$127,032Strongly disagree123Elderly2Michigan1$65,626Neutral124Middle- aged2New York0$103,667Disagree125Middle- aged2Texas0$131,312Strongly disagree126Middle- aged2Arizona0$109,677Agree127Middle-aged2New York2$111,921Strongly agree128Elderly1Michigan2$83,914Strongly disagree129Elderly2Virginia2$69,622Disagree130Young1Virgi nia1$52,163Disagree131Elderly2Texas0$96,274Agree132Young 2Ohio2$54,784Agree133Middle-aged1New York0$97,814Disagree134Middle- aged1Illinois2$77,804Neutral135Middle-aged2New York2$103,419Agree136Middle- aged2Minnesota0$91,844Strongly agree137Elderly2California0$84,163Disagree138Young2Florida 2$46,015Disagree139Middle- aged2Texas3$64,443Agree140Middle- aged2Texas1$90,218Disagree141Middle- aged1Ohio1$110,627Strongly disagree142Elderly1Minnesota0$58,608Strongly agree143Middle-aged2Florida2$115,555Strongly agree144Elderly1New York0$44,155Disagree145Elderly2Florida2$60,375Agree146Mi
- 8. ddle-aged2California2$115,659Strongly disagree147Elderly1Florida1$77,152Agree148Middle- aged1California0$132,176Disagree149Young2California0$53,3 06Neutral150Young2Florida2$41,978Strongly disagree151Elderly1Virginia0$72,423Strongly disagree152Young1Florida3$49,165Agree153Elderly2Arizona0 $92,888Strongly agree154Middle- aged2Illinois1$108,552Disagree155Middle- aged2Minnesota1$111,796Agree156Young1Ohio0$51,612Neutr al157Elderly1California0$81,099Disagree158Elderly2Illinois3$ 74,219Neutral159Young1Texas0$57,217Strongly agree160Middle-aged2Michigan2$43,824Strongly agree161Elderly1Michigan1$64,658Strongly agree162Middle- aged1Illinois0$92,025Agree163Young2Ohio3$51,169Neutral16 4Middle-aged1New York2$124,005Neutral165Middle- aged2Michigan0$82,101Neutral166Middle- aged2Illinois1$111,213Agree167Middle- aged2Virginia1$71,078Strongly disagree168Middle-aged1New York2$124,798Agree169Young2Michigan1$36,564Agree170Mi ddle-aged2Texas0$82,327Agree171Middle- aged1Michigan0$119,992Disagree172Middle- aged2Florida2$160,134Neutral173Elderly1Texas2$92,538Agree 174Elderly2Ohio1$46,243Agree175Middle- aged2Minnesota2$104,772Agree176Middle- aged1Minnesota0$85,603Strongly disagree177Middle- aged2Florida2$75,997Neutral178Middle-aged2New York2$84,313Neutral179Middle-aged1New York2$98,889Disagree180Young2Ohio2$28,124Disagree181Eld erly2Minnesota2$79,212Strongly disagree182Elderly1Michigan2$85,301Disagree183Middle- aged2Texas0$59,157Disagree184Middle- aged2Michigan1$70,989Disagree185Young1Virginia1$65,992A gree186Young2California0$46,848Strongly disagree187Young2New York2$45,950Neutral188Elderly2Michigan2$78,500Strongly disagree189Middle-aged2California2$88,561Agree190Middle-
- 9. aged2Ohio0$121,206Neutral191Middle- aged1Minnesota1$109,315Disagree192Middle- aged2Ohio1$85,732Strongly agree193Young1Minnesota2$41,774Neutral194Middle- aged1Illinois3$80,193Strongly agree195Elderly1Michigan0$76,193Agree196Young1California 1$57,429Strongly disagree197Young1Arizona0$37,929Strongly agree198Middle-aged2Texas2$65,563Neutral199Middle- aged2Ohio3$129,493Neutral200Middle- aged1Ohio0$107,931Neutral201Elderly2Florida2$69,700Strongl y disagree202Elderly1New York2$57,713Strongly agree203Elderly2Virginia2$62,043Strongly disagree204Middle- aged1Minnesota1$86,840Disagree205Elderly2Texas2$84,185Ag ree206Elderly1Illinois0$81,163Disagree207Young1Florida3$47 ,017Agree208Middle- aged1California2$107,069Disagree209Middle- aged1Illinois0$73,224Neutral210Middle- aged1Virginia2$79,244Neutral211Elderly2Minnesota1$72,263A gree212Middle-aged1Florida2$95,760Strongly agree213Middle- aged2New York0$101,962Disagree214Elderly2Texas1$79,204Neutral215M iddle- aged2Michigan2$84,005Neutral216Young1Arizona0$43,045Stro ngly agree217Elderly1Florida0$65,530Strongly agree218Middle-aged2Michigan2$129,494Strongly disagree219Middle-aged2New York0$110,945Strongly agree220Middle-aged2Texas2$110,102Disagree221Middle- aged1Illinois3$94,296Disagree222Middle- aged2Illinois0$103,500Strongly agree223Young2Michigan2$50,386Strongly disagree224Young2Illinois2$23,109Strongly disagree225Elderly2Ohio2$101,526Disagree226Elderly2Michig an2$88,448Disagree227Middle-aged2Texas1$83,191Strongly disagree228Middle-aged1Michigan2$150,149Strongly agree229Middle- aged1Arizona1$148,014Neutral230Young2Michigan0$53,071Str
- 10. ongly disagree231Middle- aged2Florida2$103,708Neutral232Young2Illinois1$55,677Agre e233Young1Illinois3$40,741Disagree234Middle-aged2New York2$99,813Agree235Middle- aged1Michigan2$86,791Strongly disagree236Middle-aged1New York0$110,389Strongly agree237Middle- aged2Minnesota1$93,524Neutral238Middle- aged2Minnesota2$78,578Disagree239Young2Virginia0$36,973S trongly agree240Middle- aged1Michigan1$100,009Disagree241Middle- aged1Ohio2$91,299Strongly disagree242Young2Florida0$52,109Disagree243Young2Califor nia3$44,176Disagree244Middle- aged1Florida1$77,085Agree245Young1Florida2$47,096Strongly agree246Middle-aged2California2$77,753Strongly disagree247Middle-aged2New York2$100,062Strongly agree248Middle-aged2Illinois2$131,489Strongly disagree249Young1Michigan0$51,081Agree250Young2Minneso ta1$31,314Strongly agree251Middle- aged1California2$62,454Strongly disagree252Young1Virginia0$53,173Disagree253Elderly2Michi gan0$54,506Strongly disagree254Elderly2Michigan2$84,168Neutral255Middle- aged2Texas0$109,022Disagree256Elderly2Arizona3$60,242Agr ee257Middle-aged2Minnesota3$134,254Agree258Middle- aged2Michigan1$107,768Neutral259Elderly1Texas2$79,433Agr ee260Middle-aged2New York2$110,266Agree261Elderly1Ohio0$66,120Strongly agree262Middle-aged1New York2$83,848Disagree263Middle- aged2New York0$69,546Strongly agree264Elderly2Minnesota2$65,085Disagree265Middle- aged1Minnesota2$73,359Neutral266Young2Texas1$36,749Agre e267Elderly1Florida2$91,007Strongly disagree268Middle- aged1New York0$76,408Strongly agree269Middle- aged2Texas0$84,572Strongly agree270Middle- aged1Minnesota3$107,253Strongly
- 11. disagree271Young2Minnesota1$60,924Disagree272Young2Mich igan0$50,516Strongly disagree273Elderly2Michigan0$84,571Agree274Middle- aged2Minnesota2$78,090Strongly agree275Middle- aged2Florida2$90,190Neutral276Middle- aged2Virginia0$45,516Neutral277Young2Ohio2$23,657Strongl y agree278Young2New York3$45,022Strongly agree279Middle- aged2Florida2$109,270Agree280Elderly1Texas3$95,962Neutral 281Middle- aged2Michigan1$94,339Neutral282Elderly1Illinois0$83,768Agr ee283Elderly2Ohio1$68,783Disagree284Elderly2Ohio0$75,011 Disagree285Middle-aged1New York2$110,140Agree286Middle- aged2New York0$122,617Strongly disagree287Middle- aged2Texas1$91,557Strongly disagree288Middle- aged1Ohio2$75,359Agree289Middle- aged2Ohio0$76,219Strongly disagree290Elderly1Michigan0$84,038Neutral291Middle- aged2Ohio0$84,454Agree292Elderly2Michigan0$74,623Strongl y disagree293Young2Michigan2$58,544Strongly agree294Elderly2California2$59,906Disagree295Young2Florida 2$38,514Strongly disagree296Middle- aged2Illinois0$83,326Disagree297Elderly1Illinois3$72,085Stro ngly disagree298Elderly1Florida1$73,618Disagree299Middle- aged2Texas1$101,325Strongly agree300Middle- aged1Ohio0$73,823Strongly disagree301Middle-aged1New York2$86,538Disagree302Middle- aged1Virginia0$76,810Neutral303Young1Virginia2$44,006Stro ngly disagree304Young2California1$46,239Strongly agree305Middle- aged1Texas0$75,250Neutral306Elderly2Ohio2$74,751Strongly agree307Young1California2$52,686Strongly agree308Elderly2Texas1$75,365Strongly disagree309Middle- aged1Illinois3$103,556Agree310Elderly1Minnesota2$69,817Str ongly agree311Middle- aged1Florida2$20,735Neutral312Young2New York2$20,687Strongly
- 12. agree313Elderly1Illinois3$97,975Disagree314Middle- aged1Virginia2$98,774Agree315Middle- aged1Virginia2$85,412Disagree316Middle- aged1Arizona0$71,280Strongly agree317Young1Arizona1$38,114Strongly agree318Middle- aged1Minnesota2$66,348Strongly agree319Middle- aged1Arizona1$60,580Disagree320Young2Michigan2$43,604A gree321Middle- aged2Minnesota0$68,017Disagree322Young2Virginia2$44,107 Disagree323Elderly2Texas2$76,391Agree324Young1Arizona0$ 43,773Agree325Middle- aged1Illinois2$96,949Disagree326Middle- aged1Illinois1$91,331Strongly agree327Middle- aged1Florida2$119,453Agree328Young2Texas2$48,643Disagre e329Elderly2Texas0$37,289Disagree330Middle- aged1Texas0$126,369Disagree331Young1Arizona2$40,883Disa gree332Elderly1Arizona2$82,092Strongly disagree333Young1Virginia2$36,607Neutral334Elderly2Ohio2$ 78,030Strongly disagree335Young1Michigan1$48,225Neutral336Elderly1New York0$91,183Strongly disagree337Elderly2Texas0$78,850Disagree338Middle- aged2Illinois2$70,903Agree339Middle- aged2Texas2$116,079Disagree340Young2Virginia2$38,258Neut ral341Middle- aged2Illinois0$80,701Disagree342Elderly2Minnesota0$75,851S trongly agree343Middle- aged2Ohio1$106,828Neutral344Young1Virginia2$44,628Neutra l345Middle-aged2Arizona1$95,833Neutral346Elderly2New York0$64,293Agree347Middle-aged2New York2$52,008Strongly disagree348Middle- aged2Michigan0$91,531Strongly agree349Middle- aged1California1$108,418Strongly agree350Middle- aged2Florida0$48,975Disagree351Young2Arizona1$49,687Agre e352Young1New York2$44,964Strongly disagree353Middle- aged2Illinois2$94,679Disagree354Young2Ohio2$44,511Agree3
- 13. 55Middle-aged1New York2$85,886Strongly agree356Young1Virginia1$50,729Strongly agree357Middle- aged2California2$78,689Strongly agree358Middle- aged2Ohio0$102,405Strongly disagree359Young2Texas2$69,785Disagree360Middle- aged2Virginia2$132,655Strongly disagree361Elderly2Minnesota2$83,433Strongly agree362Middle- aged2Texas0$85,489Agree363Elderly2Michigan1$64,844Strong ly disagree364Young1Arizona3$42,300Disagree365Middle- aged2Michigan2$109,819Agree366Elderly1Virginia0$68,506Str ongly agree367Middle-aged1Illinois0$38,235Strongly agree368Middle-aged2Florida2$84,146Agree369Middle- aged1Virginia2$94,455Strongly agree370Middle- aged1California1$87,854Neutral371Elderly1Ohio0$64,879Neutr al372Elderly1Illinois2$56,140Strongly disagree373Middle- aged1Ohio2$90,675Agree374Middle- aged2Ohio2$109,417Agree375Elderly2New York2$79,958Neutral376Young2Arizona0$41,126Agree377Mid dle-aged2Illinois1$78,374Agree378Middle- aged1Michigan0$90,021Agree379Middle- aged2Florida0$86,486Agree380Elderly2Michigan3$95,120Stron gly agree381Young2Virginia2$46,198Neutral382Middle- aged1Minnesota0$134,634Strongly agree383Young2Florida2$49,538Disagree384Middle- aged2Minnesota1$87,254Neutral385Middle-aged1New York1$78,483Agree386Elderly1Ohio0$80,256Neutral387Elderl y2Ohio2$87,059Neutral388Young1Minnesota1$43,918Strongly agree389Middle-aged2Virginia1$80,112Strongly disagree390Young2Florida2$47,293Strongly disagree391Middle- aged2Texas1$72,802Agree392Young1Arizona1$50,434Strongly disagree393Middle-aged1Texas3$100,403Agree394Middle- aged1New York2$43,644Neutral395Middle- aged2California0$60,715Neutral396Middle- aged1Virginia2$91,760Disagree397Middle-
- 14. aged2Arizona1$82,558Strongly disagree398Middle-aged1New York1$84,880Strongly agree399Middle- aged2Illinois2$76,933Strongly agree Data from a questionnaire on environmental policy Solution -Q#2-Pg88-S02_03 Data-Q#20-Pg96-P02_56-LocationLocation codeLocation0199Alabama0299Arizona0399Arkansas0499Calif ornia0599Colorado0699Connecticut0799Delaware0899Florida0 999Georgia1099Idaho1199Illinois1299Indiana1399Iowa1499Ka nsas1599Kentucky1699Louisiana1799Maine1899Maryland & D.C.1999Massachusetts2099Michigan2199Minnesota2299Missis sippi2399Missouri2499Montana2599Nebraska2699Nevada2799 New Hampshire2899New Jersey2999New Mexico3099New York3199North Carolina3299North Dakota3399Ohio3499Oklahoma3599Oregon3699Pennsylvania37 99Rhode Island3899South Carolina3999South Dakota4099Tennessee4199Texas4299Utah4399Vermont4499Vir ginia4599Washington4699West Virginia4799Washington4899Wyoming5099Alaska5199Hawaii6 699Puerto Rico6799Virgin Islands9199Pacific Islands5801New EnglandConnecticut, Maine, Massachusetts, New Hampshire,
- 15. Rhode Island, Vermont5802Middle AtlanticNew Jersey, New York, Pennsylvania5803East North CentralIllinois, Indiana, Michigan, Ohio, Wisconsin5804West North CentralIowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, South Dakota5805South AtlanticDelaware, Florida, Georgia, Maryland & D.C., North Carolina, South Carolina, Virginia, West Virginia5806East South CentralAlabama, Kentucky, Mississippi, Tennessee5807West South CentralArkansas, Louisiana, Oklahoma, Texas5808MountainArizona, Colorado, Idaho, Montana, Nevada, New Mexico, Utah, Wyoming5809PacificCalifornia, Oregon, Washington5999Continental U.S.48 contiguous states Data-Q#20-Pg96-P02_56-Heating DLocation codeYearJulAugSepOctNovDecJanFebMarAprMayJun01991930 -9999-9999-9999-9999-9999- 99996624595051685410199193100175195353437273455111351 01991932001116547850545849234915180019919330021133453 30521589378108200019919340099228461056946719910518201 99193500784315788684579254159170019919360021054025073 27508419135220019919370016163447617592338183116182019 91938008953195965253952691533300199193900310042354010 29594380157551019919400014112364467600639513951200199 19410014538651371262036610525101991942001410828756256 04524061281400199194300221704386146293493151481800199 19440061433626476404151578149201991945005149303772591