Ancrum_NaQuay_Assignment7

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University of North Carolina, Greensboro *

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210

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Statistics

Date

Apr 3, 2024

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xlsx

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48

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Assignment Steps to Pe Step 1 2 3 4 5 6 1 2 3 4 5 6 7 1 2 3 4 5 6 You are wor You are expl
1 2 3 4 1 2 3 4 5 6 7 8 9 10
7 erform: Instructions Select the range B4:D33 and sort the column percentage column (highest to lowest). Select the top 10 Category and Percentage rows and create a bar chart in the range F4:N18 Sort the categories in the reverse order Change the maximum value of the horizontal axis to 22% or 0.22 Change the minimum value of the horizontal axis to 0. Change the chart title to "Top 10 Fraud Categories" Select data B4:F12 and create a 100% Stack Column chart in the range H5:Q21 (Chart 1 Placeholder). The default chart is across age group; Switch Row/Column to display the distribution across years. Change the chart title to "Agewise Fraud Distribution across years" Select data B4:C12 and create a Bar of Pie Chart in the range B16:G31 (Chart 2 Placeholder). Change the chart title to "Agewise Distribution for FY 2016" Remove both horizontal and vertical gridlines Add Linear Trendline to the scatter plot Display equation on the chart. Display R square values on the chart. Table 4 has data on reported fraud losses in $1 - $10,000 + Range. rking as an analyst with the Fraud Analytics department. loring data related to fraud and trying to get an understanding using charts, graphs and pivot table. On the Fraud worksheet, perform the following Table 1 shows the number of frauds reported across various categories for the year 2019. Create a bar chart to display the top 10 fraud categories. The chart should look similar to the image in the Sample Answers sheet. On the AgeWise worksheet, perform the following Table 2 has age-wise fraud data across years. You need to show the distribution using different types of appropriate charts. Change the chart style to Style 8 (note that the style may differ in your Excel version - choose a style similar to the sample answer image). The chart should look similar to the Chart 1 Placeholder image in the Sample Answers sheet. Change the chart style to Style 3 (note that the style may differ in your Excel version - choose a style similar to the sample answer image). The chart should look similar to the Chart 2 Placeholder image in the Sample Answers sheet. On the QrtrWise worksheet, perform the following Table 3 has Identity theft and fraud data across various quarters. You are trying to understand the relationship between Identity theft (independent variable) and Fraud (dependent variable). Select B4:C20 and Create a scatter plot with Identity theft as the independent variable and Fraud as the dependent variable. The plot should be in the yellow shaded area F4:M20. Change the chart title to "There is a positive relationship between identity theft and frauds". Your chart will be similar to the Chart shown in the Sample Answers sheet. On the Fraud$ worksheet, perform the following
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Add the chart title as "Frequency Distribution of Amount Lost". Table 5 has data on reported fraud losses in $1 - $1,000 Range. Add the chart title as "Frequency Distribution of Amount Lost between $1 to $1000". Table 6 has the state-wise fraud under the top 10 categories. Select the data in the range A4:D524 and create a Pivot table in the cell range A4 in the sheet Top10_Pivot. Add state to the Rows area Add Percentage to the Values area and summarize values fields by sum function Change the number format of "Sum of Percentage" to percentage with 2 decimal places Find the state having maximum frauds Find the state having minimum frauds Save the file and upload it Total Points Select data A5:B16 and insert a column chart to show the frequency distribution of the amount lost in frauds. The chart should be in the yellow shaded area D4:L21. Select data A24:B34 and insert a column chart to show the frequency distribution of the amount lost in frauds. The chart should be in the yellow shaded area D23:L40. On the Top10 & Top10_Pivot worksheet, perform the following Using the Max function, write a formula in cell F7 of Top10_Pivot Sheet to find the maximum "Sum of Percentage" value. Do not select the Grand Total range in the function . Using the MATCH function only, write a formula in cell G7 of Top10_Pivot Sheet to find the Row Number of Maximum Sum of percentage. Using the INDEX function only, write a formula in cell H7 to find the state name having the maximum "Sum of Percentage". The formula should include the value(row number) that is calculated in G7. Using the Min function, write a formula in cell F10 of Top10_Pivot Sheet to find the minimum "Sum of Percentage" value. Do not select the Grand Total range in the function. Using the MATCH function only, write a formula in cell G10 of Top10_Pivot Sheet to find the Row Number of Minimum "Sum of Percentage". Using the INDEX function only, write a formula in cell H10 to find the state name having the minimum "Sum of Percentage". The formula should include the value(row number) that is calculated in G10.
Maximum Points 2 7 2 1 1 1 8 2 1 2 8 1 2 7 1 2 1 1 1
7 1 7 1 8 2 2 1 2 4 4 2 4 4 100
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2022-11-13 08:40:23 | 14295
Table 1 : Frauds across various categories Category # of Reports Percentage Identity Theft 650,572 20.33% Imposter Scams 647,472 20.23% Telephone and Mobile Services 186,475 5.83% Online Shopping and Negative Reviews 173,785 5.43% Credit Bureaus, Information Furnishers and Report Users 165,231 5.16% Banks and Lenders 149,457 4.67% Debt Collection 135,147 4.22% Prizes, Sweepstakes and Lotteries 124,841 3.90% Auto Related 115,109 3.60% Internet Services 78,848 2.46% Health Care 59,360 1.85% Credit Cards 54,150 1.69% Television and Electronic Media 36,755 1.15% Travel, Vacations and Timeshare Plans 34,695 1.08% Foreign Money Offers and Counterfeit Check Scams 31,146 0.97% Business and Job Opportunities 28,629 0.89% Home Repair, Improvement and Products 23,963 0.75% Education 20,485 0.64% Advance Payments for Credit Services 17,408 0.54% Investment Related 16,708 0.52% Computer Equipment and Software 12,901 0.40% Mortgage Foreclosure Relief and Debt Management 10,605 0.33% Magazines and Books 7,191 0.22% Office Supplies and Services 5,406 0.17% Grants 5,287 0.17% Tax Preparers 4,096 0.13% Charitable Solicitations 3,389 0.11% Internet Auction 1,795 0.06% Funeral Services 1,105 0.03% Table 1 shows the number of frauds reported across various categories for the year 2019. Creat the image in the Sample Answers sheet. 1. Select the range B4:D33 and sort the column percentage column (highest to lowest). 2. Select the top 10 Category and Percentage rows and create a bar chart in the range F4:N18 3. Sort the categories in the reverse order 4. Change the maximum value of the horizontal axis to 22% or 0.22 5. Change the minimum value of the horizontal axis to 0. 6. Change the chart title to "Top 10 Fraud Categories"
te a bar chart to display the top 10 fraud categories. The chart should look similar to Identity Theft Imposter Scams Telephone and Mobile Services Online Shopping and Negative Reviews Credit Bureaus, Information Furnishers and Report Users Banks and Lenders Debt Collection Prizes, Sweepstakes and Lotteries Auto Related Internet Services 0.00% 5.00% 10.00% 15.00% 20. Top 10 Fraud Categories Percentage
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.00%
2022-11-13 08:40:23 | 14295
Table 2: Agewise fraud distribution across years Age Range Y2016 Y2017 Y2018 Y2019 20 - 29 58815 61074 76729 110,769 30 - 39 79797 80442 107335 170,255 40 - 49 77701 70251 84164 122,752 50 - 59 77153 62983 63221 77,350 60 - 69 50661 45746 42684 44,679 Other - 70 - 79 16567 15964 16456 17,161 Other - 80 and Over 5638 5354 5988 5,687 Other - 19 and Under 15460 13852 14230 14,211 Chart 2 Placeholder Table 2 has age-wise fraud data across years. You need to show the distribution using different types of appropriate charts. 1. Select data B4:F12 and create a 100% Stack Column chart in the range I5:R21 (Chart 1 Placeholder). 2. The default chart is across age group, Switch Row/Column to display the distribution across year 3. Change the chart title to "AgeWise Fraud Distribution across years" 4. Change the chart style to Style 8 . The chart should look similar to the Chart 1 Placeholder image in the Sa 5. Select data B4:C12 and create a Bar of Pie Chart in the range B16:G31 (Chart 2 Placeholder). 6. Change the chart title to "AgeWise Distribution for FY 2016" 7. Change the chart style to Style 3 . The chart should look similar to the Chart 2 Placeholder image in the Sa 15% 21% 20% 20% 13% 4% 1% 4% AgeWise Distribution for FY 2016 20 - 29 30 - 39 40 - 49 50 - 59 60 - 69 Other - 70 - 79 Other - 80 and Over Other - 19 and Under
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Chart 1 Placeholder ample Answers sheet. ample Answers sheet. Y2016 Y2017 Y2018 Y2019 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% AgeWise Fraud Distrubution across years 20 - 29 30 - 39 40 - 49 50 - 59 60 - 69 Other - 70 - 79 Other - 80 and Over Other - 19 and Under
2022-11-13 08:40:23 | 14295
Table 3: Quarterwise Identity theft and Fraud Data Identity Theft (in '000) Fraud (in '000) 2016-Q1 142 313 2016-Q2 101 324 2016-Q3 80 353 2016-Q4 76 242 2017-Q1 113 297 2017-Q2 93 343 2017-Q3 82 339 2017-Q4 84 329 2018-Q1 114 358 2018-Q2 112 375 2018-Q3 106 390 2018-Q4 112 374 2019-Q1 123 375 2019-Q2 165 496 2019-Q3 176 482 2019-Q4 186 360 Table 3 has Identity theft and fraud data across various quarters. You are trying to understand the relationship be 1. Select B4:C20 and Create a scatter plot with Identity theft as the independent variable and Fraud as the depend 2. Remove both horizontal and vertical gridlines 3. Add Linear Trendline to the scatter plot 4. Display equation on the chart. 5. Display R square values on the chart. 6. Change the chart title to "There is a positive relationship between identity theft and frauds". Your chart will be 60 80 100 120 0 100 200 300 400 500 600 f(x) = 1.15132399168842 x + 225. R² = 0.401714398913551 There is a positive relationship be
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etween Identity theft (independent variable) and Fraud (dependent variable). dent variable. The plot should be in the yellow shaded area F4:M20. similar to the Chart shown in the Sample Answers sheet. 140 160 180 200 .173797218818 etween identity theft and frauds
2022-11-13 08:40:23 | 14295
Char Amount Lost # of Reports $1 - $1,000 283,419 $1,001 - $2,000 36,202 $2,001 - $3,000 16,161 $3,001 - $4,000 8,590 $4,001 - $5,000 6,779 $5,001 - $6,000 3,834 $6,001 - $7,000 2,852 $7,001 - $8,000 2,625 $8,001 - $9,000 1,820 $9,001 - $10,000 2,872 More than $10,000 23,434 Table 5 : Reported Fraud Losses in $1 - $1,000 Range Char Amount Lost # of Reports $1 - $100 107,438 $101 - $200 51,454 $201 - $300 31,280 $301 - $400 21,636 $401 - $500 20,164 $501 - $600 13,280 $601 - $700 9,782 $701 - $800 9,572 $801 - $900 6,811 $901 - $1,000 12,002 Table 4 has data on reported fraud losses in $1 - $10,000 + Range. 1. Select data A5:B16 and insert a column chart to show the frequency distribution of the amount lost in fraud 2. Add the chart title as "Frequency Distribution of Amount Lost". Table 5 has data on reported fraud losses in $1 - $1,000 Range. 3. Select data A24:B34 and insert a column chart to show the frequency distribution of the amount lost in frau 4. Add the chart title as "Frequency Distribution of Amount Lost between $1 to $1000". Table 4 : Reported Fraud Losses in $1 - $10,000 + Range $1 - $1,000 $1,001 - $2,000 $2,001 - $3,000 $3,001 - $4,000 $4, $5, 0 50,000 100,000 150,000 200,000 250,000 300,000 Frequency Distr $1 - $100 $101 - $200 $201 - $300 $301 - $400 0 20,000 40,000 60,000 80,000 100,000 120,000 Frequency Distribution of
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rt 1 Placeholder rt 2 Placeholder ds. The chart should be in the yellow shaded area D4:L21. uds. The chart should be in the yellow shaded area D23:L40. ,001 - ,000 $5,001 - $6,000 $6,001 - $7,000 $7,001 - $8,000 $8,001 - $9,000 $9,001 - $10,000 More than $10,000 ribution of Amount Lost $401 - $500 $501 - $600 $601 - $700 $701 - $800 $801 - $900 $901 - $1,000 f Amount Lost between $1 to $1000
2022-11-13 08:40:23 | 14295
Table 6 : State-wise fraud under the top 10 categories State Category # of Reports Percentage Alabama Identity Theft 8,454 22% Alabama Imposter Scams 6,793 18% Alabama Credit Bureaus, Information Furnishers and Report Users 2,850 7% Alabama Telephone and Mobile Services 2,521 7% Alabama Prizes, Sweepstakes and Lotteries 2,449 6% Alabama Debt Collection 2,382 6% Alabama Banks and Lenders 1,734 5% Alabama Online Shopping and Negative Reviews 1,679 4% Alabama Auto Related 1,250 3% Alabama Internet Services 659 2% Alaska Imposter Scams 975 23% Alaska Identity Theft 539 13% Alaska Prizes, Sweepstakes and Lotteries 377 9% Alaska Telephone and Mobile Services 355 8% Alaska Online Shopping and Negative Reviews 255 6% Alaska Banks and Lenders 174 4% Alaska Auto Related 143 3% Alaska Debt Collection 128 3% Alaska Internet Services 127 3% Alaska Health Care 107 3% Arizona Imposter Scams 11,567 19% Arizona Identity Theft 10,744 17% Arizona Telephone and Mobile Services 5,305 9% Arizona Banks and Lenders 3,101 5% Arizona Debt Collection 2,787 5% Arizona Auto Related 2,717 4% Arizona Online Shopping and Negative Reviews 2,599 4% Table 6 has the state-wise fraud under the top 10 categories. 1. Select the data in the range A4:D524 and create a Pivot table in the cell range A4 in the worksheet Top10_Pivo 2. Add state to the Rows area 3. Add Percentage to the Values area and summarize values fields by sum function 4. Change the number format of "Sum of Percentage" to percentage with 2 decimal places Find the state having maximum frauds 5. Using the Max function, write a formula in cell F7 of Top10_Pivot Sheet to find the maximum "Sum of Percenta 6. Using the MATCH function only, write a formula in cell G7 of Top10_Pivot Sheet to find the Row Number of Ma 7. Using the INDEX function only, write a formula in cell H7 to find the state name having the maximum "Sum of P Find the state having minimum frauds 8. Using the Min function, write a formula in cell F10 of Top10_Pivot Sheet to find the minimum "Sum of Percenta 9. Using the MATCH function only, write a formula in cell G10 of Top10_Pivot Sheet to find the Row Number of M 10. Using the INDEX function only, write a formula in cell H10 to find the state name having the minimum "Sum o
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Arizona Prizes, Sweepstakes and Lotteries 2,524 4% Arizona Credit Bureaus, Information Furnishers and Report Users 2,338 4% Arizona Internet Services 1,583 3% Arkansas Identity Theft 4,525 23% Arkansas Imposter Scams 3,813 19% Arkansas Prizes, Sweepstakes and Lotteries 1,361 7% Arkansas Telephone and Mobile Services 1,162 6% Arkansas Debt Collection 1081 5% Arkansas Online Shopping and Negative Reviews 1013 5% Arkansas Credit Bureaus, Information Furnishers and Report Users 862 4% Arkansas Banks and Lenders 828 4% Arkansas Auto Related 592 3% Arkansas Internet Services 394 2% California Identity Theft 101,639 29% California Imposter Scams 62,869 18% California Credit Bureaus, Information Furnishers and Report Users 19,050 6% California Telephone and Mobile Services 18,356 5% California Banks and Lenders 16,497 5% California Online Shopping and Negative Reviews 15,710 5% California Debt Collection 13,447 4% California Auto Related 10,105 3% California Internet Services 9,212 3% California Prizes, Sweepstakes and Lotteries 8,287 2% Colorado Imposter Scams 9,958 22% Colorado Identity Theft 6,272 14% Colorado Telephone and Mobile Services 2,974 7% Colorado Online Shopping and Negative Reviews 2,574 6% Colorado Banks and Lenders 2,395 5% Colorado Auto Related 1,843 4% Colorado Credit Bureaus, Information Furnishers and Report Users 1,781 4% Colorado Debt Collection 1,738 4% Colorado Prizes, Sweepstakes and Lotteries 1,725 4% Colorado Internet Services 1,378 3% Connecticut Imposter Scams 5,888 22% Connecticut Identity Theft 4,564 17% Connecticut Banks and Lenders 1,720 6% Connecticut Telephone and Mobile Services 1,450 5% Connecticut Online Shopping and Negative Reviews 1,414 5% Connecticut Credit Bureaus, Information Furnishers and Report Users 1,360 5% Connecticut Auto Related 1,253 5% Connecticut Internet Services 1070 4% Connecticut Debt Collection 978 4% Connecticut Prizes, Sweepstakes and Lotteries 773 3% Delaware Identity Theft 2,188 22% Delaware Imposter Scams 1,781 18% Delaware Telephone and Mobile Services 597 6% Delaware Credit Bureaus, Information Furnishers and Report Users 562 6%
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Delaware Banks and Lenders 546 5% Delaware Online Shopping and Negative Reviews 541 5% Delaware Debt Collection 477 5% Delaware Prizes, Sweepstakes and Lotteries 409 4% Delaware Auto Related 372 4% Delaware Internet Services 274 3% District of Columbia Imposter Scams 1,741 19% District of Columbia Identity Theft 1,550 17% District of Columbia Banks and Lenders 690 7% District of Columbia Credit Bureaus, Information Furnishers and Report Users 640 7% District of Columbia Telephone and Mobile Services 521 6% District of Columbia Debt Collection 490 5% District of Columbia Online Shopping and Negative Reviews 453 5% District of Columbia Auto Related 315 3% District of Columbia Credit Cards 297 3% District of Columbia Internet Services 264 3% Florida Identity Theft 64,842 27% Florida Imposter Scams 36,671 15% Florida Credit Bureaus, Information Furnishers and Report Users 25,272 10% Florida Debt Collection 14,237 6% Florida Telephone and Mobile Services 11,808 5% Florida Banks and Lenders 11,280 5% Florida Auto Related 8,888 4% Florida Online Shopping and Negative Reviews 8,822 4% Florida Prizes, Sweepstakes and Lotteries 7,044 3% Florida Internet Services 5,463 2% Georgia Identity Theft 44,888 36% Georgia Imposter Scams 13,375 11% Georgia Credit Bureaus, Information Furnishers and Report Users 11,397 9% Georgia Debt Collection 7,514 6% Georgia Banks and Lenders 6,087 5% Georgia Telephone and Mobile Services 5,765 5% Georgia Auto Related 4,410 4% Georgia Online Shopping and Negative Reviews 4,071 3% Georgia Prizes, Sweepstakes and Lotteries 2,991 2% Georgia Credit Cards 2,215 2% Hawaii Imposter Scams 1,553 18% Hawaii Identity Theft 1,347 16% Hawaii Telephone and Mobile Services 664 8% Hawaii Online Shopping and Negative Reviews 561 7% Hawaii Prizes, Sweepstakes and Lotteries 470 6% Hawaii Credit Bureaus, Information Furnishers and Report Users 454 5% Hawaii Banks and Lenders 390 5% Hawaii Internet Services 293 3% Hawaii Auto Related 283 3% Hawaii Debt Collection 263 3% Idaho Imposter Scams 2,692 25%
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Idaho Identity Theft 1,420 13% Idaho Telephone and Mobile Services 721 7% Idaho Online Shopping and Negative Reviews 638 6% Idaho Prizes, Sweepstakes and Lotteries 579 5% Idaho Banks and Lenders 478 4% Idaho Debt Collection 447 4% Idaho Credit Bureaus, Information Furnishers and Report Users 370 3% Idaho Auto Related 361 3% Idaho Internet Services 320 3% Illinois Identity Theft 23,139 24% Illinois Imposter Scams 16,345 17% Illinois Telephone and Mobile Services 6,635 7% Illinois Credit Bureaus, Information Furnishers and Report Users 5,971 6% Illinois Banks and Lenders 5,521 6% Illinois Online Shopping and Negative Reviews 5,016 5% Illinois Auto Related 3,906 4% Illinois Debt Collection 3,817 4% Illinois Prizes, Sweepstakes and Lotteries 3,278 3% Illinois Internet Services 2,648 3% Indiana Imposter Scams 8,979 22% Indiana Identity Theft 6,386 16% Indiana Telephone and Mobile Services 2,542 6% Indiana Online Shopping and Negative Reviews 2,508 6% Indiana Prizes, Sweepstakes and Lotteries 2,450 6% Indiana Debt Collection 2,092 5% Indiana Banks and Lenders 1,983 5% Indiana Auto Related 1,581 4% Indiana Credit Bureaus, Information Furnishers and Report Users 1,462 4% Indiana Internet Services 1236 3% Iowa Imposter Scams 4,702 28% Iowa Identity Theft 1,910 11% Iowa Telephone and Mobile Services 1,249 7% Iowa Prizes, Sweepstakes and Lotteries 1025 6% Iowa Online Shopping and Negative Reviews 1017 6% Iowa Debt Collection 724 4% Iowa Banks and Lenders 692 4% Iowa Auto Related 530 3% Iowa Credit Bureaus, Information Furnishers and Report Users 451 3% Iowa Internet Services 419 2% Kansas Imposter Scams 4,354 24% Kansas Identity Theft 2,273 13% Kansas Telephone and Mobile Services 1,300 7% Kansas Prizes, Sweepstakes and Lotteries 1,284 7% Kansas Online Shopping and Negative Reviews 1,036 6% Kansas Debt Collection 932 5% Kansas Banks and Lenders 739 4% Kansas Credit Bureaus, Information Furnishers and Report Users 655 4%
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Kansas Auto Related 631 3% Kansas Health Care 460 3% Kentucky Imposter Scams 6,005 23% Kentucky Identity Theft 2,977 11% Kentucky Telephone and Mobile Services 2,039 8% Kentucky Prizes, Sweepstakes and Lotteries 1,774 7% Kentucky Online Shopping and Negative Reviews 1,555 6% Kentucky Banks and Lenders 1,360 5% Kentucky Debt Collection 1,169 4% Kentucky Auto Related 1,128 4% Kentucky Credit Bureaus, Information Furnishers and Report Users 731 3% Kentucky Internet Services 695 3% Louisiana Identity Theft 10,582 30% Louisiana Imposter Scams 5,438 15% Louisiana Credit Bureaus, Information Furnishers and Report Users 3,242 9% Louisiana Telephone and Mobile Services 1,892 5% Louisiana Debt Collection 1,760 5% Louisiana Banks and Lenders 1,528 4% Louisiana Online Shopping and Negative Reviews 1,436 4% Louisiana Prizes, Sweepstakes and Lotteries 1,256 4% Louisiana Auto Related 1081 3% Louisiana Internet Services 530 1% Maine Imposter Scams 1,933 25% Maine Identity Theft 807 10% Maine Prizes, Sweepstakes and Lotteries 664 8% Maine Online Shopping and Negative Reviews 524 7% Maine Telephone and Mobile Services 437 6% Maine Banks and Lenders 384 5% Maine Debt Collection 366 5% Maine Auto Related 278 4% Maine Internet Services 232 3% Maine Health Care 199 3% Maryland Identity Theft 12,675 21% Maryland Imposter Scams 10,597 18% Maryland Banks and Lenders 3,681 6% Maryland Telephone and Mobile Services 3,264 6% Maryland Credit Bureaus, Information Furnishers and Report Users 2,841 5% Maryland Online Shopping and Negative Reviews 2,711 5% Maryland Debt Collection 2,537 4% Maryland Auto Related 2,449 4% Maryland Prizes, Sweepstakes and Lotteries 2,073 4% Maryland Internet Services 1,456 2% Massachusetts Imposter Scams 10,969 23% Massachusetts Identity Theft 8,606 18% Massachusetts Online Shopping and Negative Reviews 3,068 7% Massachusetts Telephone and Mobile Services 2,746 6% Massachusetts Banks and Lenders 2,690 6%
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Massachusetts Auto Related 1,783 4% Massachusetts Credit Bureaus, Information Furnishers and Report Users 1,594 3% Massachusetts Prizes, Sweepstakes and Lotteries 1,470 3% Massachusetts Debt Collection 1,436 3% Massachusetts Internet Services 1,356 3% Michigan Imposter Scams 13,957 20% Michigan Identity Theft 13,532 20% Michigan Telephone and Mobile Services 4,377 6% Michigan Debt Collection 4,012 6% Michigan Online Shopping and Negative Reviews 3,876 6% Michigan Banks and Lenders 3,488 5% Michigan Prizes, Sweepstakes and Lotteries 3,081 4% Michigan Credit Bureaus, Information Furnishers and Report Users 2,964 4% Michigan Auto Related 2,110 3% Michigan Internet Services 1,819 3% Minnesota Imposter Scams 8,112 23% Minnesota Identity Theft 4,499 13% Minnesota Telephone and Mobile Services 2,597 7% Minnesota Prizes, Sweepstakes and Lotteries 2,168 6% Minnesota Online Shopping and Negative Reviews 2,106 6% Minnesota Banks and Lenders 1,652 5% Minnesota Credit Bureaus, Information Furnishers and Report Users 1,201 3% Minnesota Debt Collection 1149 3% Minnesota Internet Services 1118 3% Minnesota Auto Related 1019 3% Mississippi Identity Theft 4,714 24% Mississippi Imposter Scams 3,122 16% Mississippi Telephone and Mobile Services 1,547 8% Mississippi Prizes, Sweepstakes and Lotteries 1,244 6% Mississippi Credit Bureaus, Information Furnishers and Report Users 1,107 6% Mississippi Banks and Lenders 1,058 5% Mississippi Debt Collection 968 5% Mississippi Online Shopping and Negative Reviews 933 5% Mississippi Auto Related 683 3% Mississippi Internet Services 350 2% Missouri Imposter Scams 9,067 19% Missouri Identity Theft 7,406 16% Missouri Credit Bureaus, Information Furnishers and Report Users 3,391 7% Missouri Telephone and Mobile Services 3,152 7% Missouri Debt Collection 2,546 5% Missouri Online Shopping and Negative Reviews 2,473 5% Missouri Prizes, Sweepstakes and Lotteries 2,449 5% Missouri Auto Related 2,283 5% Missouri Banks and Lenders 2,247 5% Missouri Internet Services 1124 2% Montana Imposter Scams 1,763 26% Montana Identity Theft 707 10%
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Montana Prizes, Sweepstakes and Lotteries 665 10% Montana Telephone and Mobile Services 495 7% Montana Online Shopping and Negative Reviews 411 6% Montana Debt Collection 268 4% Montana Banks and Lenders 265 4% Montana Credit Bureaus, Information Furnishers and Report Users 181 3% Montana Auto Related 177 3% Montana Internet Services 155 2% Nebraska Imposter Scams 2,531 24% Nebraska Identity Theft 1,320 13% Nebraska Telephone and Mobile Services 897 9% Nebraska Online Shopping and Negative Reviews 668 6% Nebraska Prizes, Sweepstakes and Lotteries 637 6% Nebraska Banks and Lenders 458 4% Nebraska Debt Collection 404 4% Nebraska Auto Related 357 3% Nebraska Internet Services 349 3% Nebraska Health Care 266 3% Nevada Identity Theft 7,757 22% Nevada Imposter Scams 6,849 19% Nevada Credit Bureaus, Information Furnishers and Report Users 2,768 8% Nevada Telephone and Mobile Services 2,071 6% Nevada Debt Collection 1,806 5% Nevada Banks and Lenders 1,680 5% Nevada Auto Related 1,369 4% Nevada Online Shopping and Negative Reviews 1,329 4% Nevada Prizes, Sweepstakes and Lotteries 811 2% Nevada Internet Services 784 2% New Hampshire Imposter Scams 2,384 24% New Hampshire Identity Theft 1,302 13% New Hampshire Online Shopping and Negative Reviews 691 7% New Hampshire Telephone and Mobile Services 648 7% New Hampshire Banks and Lenders 526 5% New Hampshire Auto Related 454 5% New Hampshire Prizes, Sweepstakes and Lotteries 419 4% New Hampshire Debt Collection 372 4% New Hampshire Internet Services 289 3% New Hampshire Credit Bureaus, Information Furnishers and Report Users 251 3% New Jersey Identity Theft 18,220 24% New Jersey Imposter Scams 12,820 17% New Jersey Banks and Lenders 4,555 6% New Jersey Credit Bureaus, Information Furnishers and Report Users 4,505 6% New Jersey Online Shopping and Negative Reviews 3,641 5% New Jersey Telephone and Mobile Services 3,545 5% New Jersey Debt Collection 3,221 4% New Jersey Auto Related 3,140 4% New Jersey Prizes, Sweepstakes and Lotteries 2,072 3%
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New Jersey Credit Cards 1,874 2% New Mexico Imposter Scams 3,338 24% New Mexico Identity Theft 2,088 15% New Mexico Telephone and Mobile Services 936 7% New Mexico Prizes, Sweepstakes and Lotteries 789 6% New Mexico Online Shopping and Negative Reviews 711 5% New Mexico Debt Collection 668 5% New Mexico Banks and Lenders 651 5% New Mexico Credit Bureaus, Information Furnishers and Report Users 513 4% New Mexico Auto Related 499 4% New Mexico Health Care 344 2% New York Identity Theft 36,337 22% New York Imposter Scams 32,977 20% New York Credit Bureaus, Information Furnishers and Report Users 12,267 7% New York Online Shopping and Negative Reviews 8,679 5% New York Banks and Lenders 8,288 5% New York Telephone and Mobile Services 7,833 5% New York Debt Collection 5,954 4% New York Auto Related 5,703 3% New York Internet Services 4,706 3% New York Prizes, Sweepstakes and Lotteries 4,427 3% North Carolina Identity Theft 18,584 22% North Carolina Imposter Scams 15,286 18% North Carolina Credit Bureaus, Information Furnishers and Report Users 5,637 7% North Carolina Telephone and Mobile Services 5,233 6% North Carolina Prizes, Sweepstakes and Lotteries 4,590 5% North Carolina Banks and Lenders 4,311 5% North Carolina Online Shopping and Negative Reviews 3,968 5% North Carolina Debt Collection 3,731 4% North Carolina Auto Related 3,251 4% North Carolina Internet Services 1,897 2% North Dakota Imposter Scams 769 23% North Dakota Identity Theft 448 14% North Dakota Prizes, Sweepstakes and Lotteries 278 8% North Dakota Online Shopping and Negative Reviews 230 7% North Dakota Telephone and Mobile Services 213 6% North Dakota Debt Collection 167 5% North Dakota Banks and Lenders 139 4% North Dakota Credit Bureaus, Information Furnishers and Report Users 122 4% North Dakota Auto Related 102 3% North Dakota Internet Services 90 3% Ohio Imposter Scams 16,452 19% Ohio Identity Theft 13,788 16% Ohio Telephone and Mobile Services 5,553 6% Ohio Debt Collection 4,773 6% Ohio Prizes, Sweepstakes and Lotteries 4,590 5% Ohio Online Shopping and Negative Reviews 4,575 5%
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Ohio Banks and Lenders 4,528 5% Ohio Auto Related 4,306 5% Ohio Credit Bureaus, Information Furnishers and Report Users 4,120 5% Ohio Internet Services 2,190 3% Oklahoma Imposter Scams 4,881 22% Oklahoma Identity Theft 3,706 17% Oklahoma Telephone and Mobile Services 1,726 8% Oklahoma Prizes, Sweepstakes and Lotteries 1,519 7% Oklahoma Debt Collection 1,164 5% Oklahoma Online Shopping and Negative Reviews 1144 5% Oklahoma Banks and Lenders 1037 5% Oklahoma Auto Related 912 4% Oklahoma Credit Bureaus, Information Furnishers and Report Users 622 3% Oklahoma Internet Services 553 2% Oregon Imposter Scams 8,786 27% Oregon Identity Theft 4,005 12% Oregon Telephone and Mobile Services 2,161 7% Oregon Prizes, Sweepstakes and Lotteries 2,032 6% Oregon Online Shopping and Negative Reviews 1,907 6% Oregon Banks and Lenders 1,549 5% Oregon Internet Services 1,214 4% Oregon Debt Collection 1188 4% Oregon Auto Related 830 3% Oregon Health Care 697 2% Pennsylvania Identity Theft 20,899 20% Pennsylvania Imposter Scams 19,654 19% Pennsylvania Telephone and Mobile Services 6,061 6% Pennsylvania Online Shopping and Negative Reviews 5,884 6% Pennsylvania Credit Bureaus, Information Furnishers and Report Users 5,793 6% Pennsylvania Banks and Lenders 5,136 5% Pennsylvania Prizes, Sweepstakes and Lotteries 4,379 4% Pennsylvania Debt Collection 4,341 4% Pennsylvania Auto Related 3,926 4% Pennsylvania Internet Services 2,686 3% Puerto Rico Identity Theft 1,621 30% Puerto Rico Imposter Scams 896 17% Puerto Rico Credit Bureaus, Information Furnishers and Report Users 386 7% Puerto Rico Online Shopping and Negative Reviews 289 5% Puerto Rico Banks and Lenders 287 5% Puerto Rico Debt Collection 184 3% Puerto Rico Advance Payments for Credit Services 169 3% Puerto Rico Telephone and Mobile Services 145 3% Puerto Rico Credit Cards 117 2% Puerto Rico Education 102 2% Rhode Island Imposter Scams 1,543 22% Rhode Island Identity Theft 1,146 17% Rhode Island Online Shopping and Negative Reviews 450 6%
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Rhode Island Banks and Lenders 421 6% Rhode Island Telephone and Mobile Services 367 5% Rhode Island Debt Collection 311 4% Rhode Island Prizes, Sweepstakes and Lotteries 303 4% Rhode Island Credit Bureaus, Information Furnishers and Report Users 296 4% Rhode Island Auto Related 268 4% Rhode Island Internet Services 180 3% South Carolina Identity Theft 10,851 24% South Carolina Imposter Scams 7,141 16% South Carolina Debt Collection 3,158 7% South Carolina Credit Bureaus, Information Furnishers and Report Users 2,998 7% South Carolina Banks and Lenders 2,323 5% South Carolina Telephone and Mobile Services 2,292 5% South Carolina Prizes, Sweepstakes and Lotteries 2,143 5% South Carolina Online Shopping and Negative Reviews 1,936 4% South Carolina Auto Related 1,802 4% South Carolina Health Care 862 2% South Dakota Imposter Scams 788 22% South Dakota Identity Theft 411 11% South Dakota Online Shopping and Negative Reviews 291 8% South Dakota Telephone and Mobile Services 265 7% South Dakota Prizes, Sweepstakes and Lotteries 260 7% South Dakota Banks and Lenders 169 5% South Dakota Debt Collection 158 4% South Dakota Auto Related 133 4% South Dakota Internet Services 98 3% South Dakota Credit Cards 91 3% Tennessee Identity Theft 10,664 20% Tennessee Imposter Scams 9,878 18% Tennessee Telephone and Mobile Services 3,308 6% Tennessee Credit Bureaus, Information Furnishers and Report Users 3,092 6% Tennessee Debt Collection 2,748 5% Tennessee Prizes, Sweepstakes and Lotteries 2,717 5% Tennessee Banks and Lenders 2,646 5% Tennessee Online Shopping and Negative Reviews 2,613 5% Tennessee Auto Related 2,104 4% Tennessee Internet Services 1223 2% Texas Identity Theft 73,553 30% Texas Imposter Scams 36,143 15% Texas Debt Collection 15,790 6% Texas Credit Bureaus, Information Furnishers and Report Users 15,327 6% Texas Telephone and Mobile Services 13,274 5% Texas Banks and Lenders 10,148 4% Texas Online Shopping and Negative Reviews 9,091 4% Texas Auto Related 8,985 4% Texas Prizes, Sweepstakes and Lotteries 7,981 3% Texas Internet Services 5,222 2%
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Utah Identity Theft 4,702 21% Utah Imposter Scams 3,762 17% Utah Credit Bureaus, Information Furnishers and Report Users 2,098 10% Utah Telephone and Mobile Services 1,483 7% Utah Prizes, Sweepstakes and Lotteries 1,162 5% Utah Online Shopping and Negative Reviews 1119 5% Utah Debt Collection 924 4% Utah Banks and Lenders 892 4% Utah Auto Related 625 3% Utah Internet Services 493 2% Vermont Imposter Scams 837 24% Vermont Identity Theft 338 10% Vermont Online Shopping and Negative Reviews 264 8% Vermont Banks and Lenders 222 6% Vermont Prizes, Sweepstakes and Lotteries 219 6% Vermont Telephone and Mobile Services 198 6% Vermont Auto Related 162 5% Vermont Internet Services 126 4% Vermont Credit Cards 102 3% Vermont Debt Collection 82 2% Virginia Imposter Scams 13,408 20% Virginia Identity Theft 10,284 15% Virginia Banks and Lenders 3,981 6% Virginia Telephone and Mobile Services 3,944 6% Virginia Online Shopping and Negative Reviews 3,747 6% Virginia Debt Collection 3,466 5% Virginia Credit Bureaus, Information Furnishers and Report Users 3,254 5% Virginia Auto Related 2,969 4% Virginia Prizes, Sweepstakes and Lotteries 2,745 4% Virginia Internet Services 1,842 3% Washington Imposter Scams 15,374 27% Washington Identity Theft 7,110 13% Washington Telephone and Mobile Services 3,713 7% Washington Online Shopping and Negative Reviews 3,459 6% Washington Banks and Lenders 2,900 5% Washington Prizes, Sweepstakes and Lotteries 2,054 4% Washington Debt Collection 1,955 3% Washington Internet Services 1,933 3% Washington Auto Related 1,808 3% Washington Credit Bureaus, Information Furnishers and Report Users 1,661 3% West Virginia Imposter Scams 2,582 23% West Virginia Prizes, Sweepstakes and Lotteries 1,100 10% West Virginia Identity Theft 1,061 9% West Virginia Telephone and Mobile Services 732 7% West Virginia Online Shopping and Negative Reviews 640 6% West Virginia Internet Services 619 6% West Virginia Television and Electronic Media 498 4%
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West Virginia Banks and Lenders 417 4% West Virginia Auto Related 416 4% West Virginia Debt Collection 348 3% Wisconsin Imposter Scams 8,146 22% Wisconsin Identity Theft 5,023 14% Wisconsin Telephone and Mobile Services 2,481 7% Wisconsin Online Shopping and Negative Reviews 2,430 7% Wisconsin Prizes, Sweepstakes and Lotteries 2,223 6% Wisconsin Banks and Lenders 1,761 5% Wisconsin Debt Collection 1,476 4% Wisconsin Auto Related 1,426 4% Wisconsin Internet Services 1,136 3% Wisconsin Credit Bureaus, Information Furnishers and Report Users 1040 3% Wyoming Imposter Scams 739 24% Wyoming Identity Theft 319 10% Wyoming Prizes, Sweepstakes and Lotteries 257 8% Wyoming Telephone and Mobile Services 220 7% Wyoming Online Shopping and Negative Reviews 191 6% Wyoming Debt Collection 180 6% Wyoming Banks and Lenders 124 4% Wyoming Auto Related 121 4% Wyoming Credit Bureaus, Information Furnishers and Report Users 108 3% Wyoming Internet Services 85 3% Percentages are based on the total number of 2019 reports from the corresponding state's consumers. Source: Consumer Sentinel Network Data Book 2019, Federal Trade Commission
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ot. age" value. Do not select the Grand Total range in the function . aximum Sum of percentage. Percentage". The formula should include the value(row number) that is calculated in G7. age" value. Do not select the Grand Total range in the function . Minimum "Sum of Percentage". of Percentage". The formula should include the value(row number) that is calculated in G10.
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2022-11-13 08:40:23 | 14295
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State Sum of Percentage Alabama 80% Alaska 75% Highest % of fraud Arizona 74% 83.00% Arkansas 78% California 80% Lowest % of fraud Colorado 73% 72.00% Connecticut 76% Delaware 78% District of Columbia 75% Florida 81% Georgia 83% Hawaii 74% Idaho 73% Illinois 79% Indiana 77% Iowa 74% Kansas 76% Kentucky 74% Louisiana 80% Maine 76% Maryland 75% Massachusetts 76% Michigan 77% Minnesota 72% Mississippi 80% Missouri 76% Montana 75% Nebraska 75% Nevada 77% New Hampshire 75% New Jersey 76% New Mexico 77% New York 77% North Carolina 78% North Dakota 77% Ohio 75% Oklahoma 78% Oregon 76% Pennsylvania 77% Puerto Rico 77% Rhode Island 75%
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South Carolina 79% South Dakota 74% Tennessee 76% Texas 79% Utah 78% Vermont 74% Virginia 74% Washington 74% West Virginia 76% Wisconsin 75% Wyoming 75% Total Result 3971%
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11 Georgia 24 Minnesota Row number (Using MATCH) State Name (Using Index) Row number (Using MATCH) State Name (Using Index)
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Fraud Sheet AgeWise : Chart 1 QtrWise Sheet
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Fraud$ : Chart 1
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AgeWise : Chart 2
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Fraud$ : Chart 2
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