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NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS TAR = Total particulate matter in milligrams per cigarette less nicotine and water. CO = Carbon monoxide in milligrams per cigarette. Source: 2006 and 2007 Tar, Nicotine, and Carbon Monoxide Reports , released under the Freedom of Information Act on May 15, 2012. NOTE: As far as I know, the last published report on the tar, nicotine, and

CO

CLAIM OF 1.4 MILLION COMPUTER SCIENCE JOBS WITH ONLY Following are references to the claim that, by 2020, there will be 1.4 million computer-science related jobs in America, with only 400,000 computer science graduates to fill them. Some of the early references in 2012 refer to 2018 instead of 2020 and some later ones NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007 (Regular Brands, sorted by brand name and attributes) PACK NIC TAR CO BRAND NAME LEN FLTR PACK STRENGTH STYLE OTHER TYPE ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 0.2 3 1 ACCORD 68 F HP H 0.3 5 1 ACCORD 68 F HP H 0.8 14 14 American 83 F HP FF H 0.9 15 15 Austin 83 F HP FF H 0.8 11 13 Austin 83 F HP LT H 0.9 15 16 CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 (M2 in billions of dollars) CPI 5-year 10-Year M2 M2SL 5-year 10-year (1967 Percent Annual- Annual- Money Percent (from Percent Annual- Annual- Year =100) Change ized ized Supply Change Fed) Change ized ized War Year ---- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- --- ---- 1800 51.0 0 1800 1801 50.0 -1.96 0 1801 1802 43.0 -14 WORKERS PER RETIREE: 2015-2100 Source: United Nations, Department of Economic and Social Affairs, Population Division (2017). World Population Prospects: The 2017 Revision, DVD Edition. Total Population - Both Sexes (XLSX, 2.42 MB). Potential Support Ratio 2 (XLSX, 732 KB) Workers Per Retiree (ages

15-64 per ages 65+)

NICOTINE, TAR, AND CO CONTENT OF MENTHOL CIGARETTE BRANDS nicotine, tar, and co content of domestic cigarettes in 2007 (menthol brands, sorted by brand name and attributes) pack nic tar co brand name len fltr pack strength style other type ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 1.0 13 14 alpine 99 f sp s 0.8 14 15 austin 84 f sp ff s 0.7 10 12 austin 84 f sp lt s 0.9 13 16 austin 99 f sp ff s 0.8 10 11 austin 99 f sp lt s 0.4 5 8 NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007 Nicotine, Tar, and CO Content of Domestic Cigarettes in 2007. Regular Brands, sorted by brand name and type; Regular Brands, sorted by nicotine, tar, and CO CLAIM THAT THERE COULD BE 2.4 MILLION UNFILLED STEM JOBS Claim that there could be 2.4 million unfilled STEM jobs by 2018 Sources for the Claim On February 11, 2016, a link was added in a section titled "Fact Sheets" on a page titled "Women in STEM" on the White House web site. It links to a page titled "STEM Depiction Opportunities", also on the White House web site.That page contains the following claim: EFFECT OF THE REAGAN AND KENNEDY TAX CUTS EFFECT OF REAGAN TAX CUT ON REVENUES - SHORT ANALYSIS. The argument that the near-doubling of revenues during Reagan's two terms proves the value of tax cuts is an old argument.

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Cigarette Brands

NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS TAR = Total particulate matter in milligrams per cigarette less nicotine and water. CO = Carbon monoxide in milligrams per cigarette. Source: 2006 and 2007 Tar, Nicotine, and Carbon Monoxide Reports , released under the Freedom of Information Act on May 15, 2012. NOTE: As far as I know, the last published report on the tar, nicotine, and

CO

CLAIM OF 1.4 MILLION COMPUTER SCIENCE JOBS WITH ONLY Following are references to the claim that, by 2020, there will be 1.4 million computer-science related jobs in America, with only 400,000 computer science graduates to fill them. Some of the early references in 2012 refer to 2018 instead of 2020 and some later ones NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007 (Regular Brands, sorted by brand name and attributes) PACK NIC TAR CO BRAND NAME LEN FLTR PACK STRENGTH STYLE OTHER TYPE ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 0.2 3 1 ACCORD 68 F HP H 0.3 5 1 ACCORD 68 F HP H 0.8 14 14 American 83 F HP FF H 0.9 15 15 Austin 83 F HP FF H 0.8 11 13 Austin 83 F HP LT H 0.9 15 16 CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 (M2 in billions of dollars) CPI 5-year 10-Year M2 M2SL 5-year 10-year (1967 Percent Annual- Annual- Money Percent (from Percent Annual- Annual- Year =100) Change ized ized Supply Change Fed) Change ized ized War Year ---- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- --- ---- 1800 51.0 0 1800 1801 50.0 -1.96 0 1801 1802 43.0 -14 WORKERS PER RETIREE: 2015-2100 Source: United Nations, Department of Economic and Social Affairs, Population Division (2017). World Population Prospects: The 2017 Revision, DVD Edition. Total Population - Both Sexes (XLSX, 2.42 MB). Potential Support Ratio 2 (XLSX, 732 KB) Workers Per Retiree (ages

15-64 per ages 65+)

NICOTINE, TAR, AND CO CONTENT OF MENTHOL CIGARETTE BRANDS nicotine, tar, and co content of domestic cigarettes in 2007 (menthol brands, sorted by brand name and attributes) pack nic tar co brand name len fltr pack strength style other type ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 1.0 13 14 alpine 99 f sp s 0.8 14 15 austin 84 f sp ff s 0.7 10 12 austin 84 f sp lt s 0.9 13 16 austin 99 f sp ff s 0.8 10 11 austin 99 f sp lt s 0.4 5 8 NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007 Nicotine, Tar, and CO Content of Domestic Cigarettes in 2007. Regular Brands, sorted by brand name and type; Regular Brands, sorted by nicotine, tar, and CO CLAIM THAT THERE COULD BE 2.4 MILLION UNFILLED STEM JOBS Claim that there could be 2.4 million unfilled STEM jobs by 2018 Sources for the Claim On February 11, 2016, a link was added in a section titled "Fact Sheets" on a page titled "Women in STEM" on the White House web site. It links to a page titled "STEM Depiction Opportunities", also on the White House web site.That page contains the following claim: EFFECT OF THE REAGAN AND KENNEDY TAX CUTS EFFECT OF REAGAN TAX CUT ON REVENUES - SHORT ANALYSIS. The argument that the near-doubling of revenues during Reagan's two terms proves the value of tax cuts is an old argument.

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WORKERS PER RETIREE: 2015-2100 Source: United Nations, Department of Economic and Social Affairs, Population Division (2017). World Population Prospects: The 2017 Revision, DVD Edition. Total Population - Both Sexes (XLSX, 2.42 MB). Potential Support Ratio 2 (XLSX, 732 KB) Workers Per Retiree (ages

15-64 per ages 65+)

ANALYSIS OF REPORTED VOTING AREAS VIA R SHINY Analysis of Reported Voting Areas via R Shiny. Description of the Cumulative Vote Tally (CVT) Reproducing the CVT graph for Milwaukee County in the 2016 Presidential race R SHINY APPS AND PROGRAMS R Shiny Apps and Programs R Shiny Apps Stock and Financial Analysis. Backtesting - R shiny app to backtest stocks and ETFs. Code for app. Portfolio Manager - R shiny app that allows the import and monitoring of a portfolio created from files downloaded from one or more financial institutions. (09/01/20)* Description and output from app TRADE1903 - ECONDATAUS.COM Goods & Svcs iYear iMonth Balance Exports Imports 226 2008 1 -61.139 150.167 211.306 227 2008 2 -64.349 152.433 216.781 228 2008 3 -60.065 152.089 212.154 229 2008 4 -63.527 156.757 220.284 230 2008 5 -62.152 158.799 220.950 231 2008 6 -60.670 163.608 224.279 232 2008 7 -66.841 165.379 232.220 233 2008 8 -62.107 162.659 224.766 234 2008 9 -60.500 153.586 214.086 235 2008 10 ANALYSIS OF KEY FINDING FROM "IMMIGRATION AND AMERICAN JOBS" Analysis of Key Finding from "Immigration and American Jobs" Summary In December of 2011, the study "Immigration and American Jobs", written by economist Madeline Zavodny, was published.Page 4 of that study lists the following as the first of four main findings: EXPLORING CENSUS DATA USING OCC1990 VIA R SHINY Exploring Census Data using OCC1990 via R Shiny The Census released the 2017 American Community Survey (ACS) 1-year microdata file on October 18, 2018. It was made available through IPUMS USA in early November. An R Shiny application uses this and other data extracted from IPUMS USA to explore Census data from 2017 and earlier. For occupations, it uses the variable OCC1990 so that it can CLAIM THAT THERE COULD BE 2.4 MILLION UNFILLED STEM JOBS Claim that there could be 2.4 million unfilled STEM jobs by 2018 Sources for the Claim On February 11, 2016, a link was added in a section titled "Fact Sheets" on a page titled "Women in STEM" on the White House web site. It links to a page titled "STEM Depiction Opportunities", also on the White House web site.That page contains the following claim: GROWTH OF RECEIPTS BY SOURCE, OUTLAYS, AND GDP FROM 10 GROWTH OF RECEIPTS BY SOURCE, OUTLAYS, AND GDP: 1950-2021 (percent growth in dollars from 10 years earlier) Individ Social Total Total GDP Year Income Insurance FEDERAL RESERVE BALANCE SHEET: 2003-2008 American International Group. The Federal Reserve Board on Tuesday, with the full support of the Treasury Department, authorized the Federal Reserve Bank of New York to lend up to $85 billion to the American International Group (AIG) under section 13(3) of the Federal Reserve Act.

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NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS TAR = Total particulate matter in milligrams per cigarette less nicotine and water. CO = Carbon monoxide in milligrams per cigarette. Source: 2006 and 2007 Tar, Nicotine, and Carbon Monoxide Reports , released under the Freedom of Information Act on May 15, 2012. NOTE: As far as I know, the last published report on the tar, nicotine, and

CO

CLAIM OF 1.4 MILLION COMPUTER SCIENCE JOBS WITH ONLY Following are references to the claim that, by 2020, there will be 1.4 million computer-science related jobs in America, with only 400,000 computer science graduates to fill them. Some of the early references in 2012 refer to 2018 instead of 2020 and some later ones NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007 (Regular Brands, sorted by brand name and attributes) PACK NIC TAR CO BRAND NAME LEN FLTR PACK STRENGTH STYLE OTHER TYPE ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 0.2 3 1 ACCORD 68 F HP H 0.3 5 1 ACCORD 68 F HP H 0.8 14 14 American 83 F HP FF H 0.9 15 15 Austin 83 F HP FF H 0.8 11 13 Austin 83 F HP LT H 0.9 15 16 CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 (M2 in billions of dollars) CPI 5-year 10-Year M2 M2SL 5-year 10-year (1967 Percent Annual- Annual- Money Percent (from Percent Annual- Annual- Year =100) Change ized ized Supply Change Fed) Change ized ized War Year ---- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- --- ---- 1800 51.0 0 1800 1801 50.0 -1.96 0 1801 1802 43.0 -14 WORKERS PER RETIREE: 2015-2100 Source: United Nations, Department of Economic and Social Affairs, Population Division (2017). World Population Prospects: The 2017 Revision, DVD Edition. Total Population - Both Sexes (XLSX, 2.42 MB). Potential Support Ratio 2 (XLSX, 732 KB) Workers Per Retiree (ages

15-64 per ages 65+)

NICOTINE, TAR, AND CO CONTENT OF MENTHOL CIGARETTE BRANDS nicotine, tar, and co content of domestic cigarettes in 2007 (menthol brands, sorted by brand name and attributes) pack nic tar co brand name len fltr pack strength style other type ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 1.0 13 14 alpine 99 f sp s 0.8 14 15 austin 84 f sp ff s 0.7 10 12 austin 84 f sp lt s 0.9 13 16 austin 99 f sp ff s 0.8 10 11 austin 99 f sp lt s 0.4 5 8 NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007 Nicotine, Tar, and CO Content of Domestic Cigarettes in 2007. Regular Brands, sorted by brand name and type; Regular Brands, sorted by nicotine, tar, and CO CLAIM THAT THERE COULD BE 2.4 MILLION UNFILLED STEM JOBS Claim that there could be 2.4 million unfilled STEM jobs by 2018 Sources for the Claim On February 11, 2016, a link was added in a section titled "Fact Sheets" on a page titled "Women in STEM" on the White House web site. It links to a page titled "STEM Depiction Opportunities", also on the White House web site.That page contains the following claim: EFFECT OF THE REAGAN AND KENNEDY TAX CUTS EFFECT OF REAGAN TAX CUT ON REVENUES - SHORT ANALYSIS. The argument that the near-doubling of revenues during Reagan's two terms proves the value of tax cuts is an old argument.

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Cigarette Brands

NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS TAR = Total particulate matter in milligrams per cigarette less nicotine and water. CO = Carbon monoxide in milligrams per cigarette. Source: 2006 and 2007 Tar, Nicotine, and Carbon Monoxide Reports , released under the Freedom of Information Act on May 15, 2012. NOTE: As far as I know, the last published report on the tar, nicotine, and

CO

CLAIM OF 1.4 MILLION COMPUTER SCIENCE JOBS WITH ONLY Following are references to the claim that, by 2020, there will be 1.4 million computer-science related jobs in America, with only 400,000 computer science graduates to fill them. Some of the early references in 2012 refer to 2018 instead of 2020 and some later ones NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007 (Regular Brands, sorted by brand name and attributes) PACK NIC TAR CO BRAND NAME LEN FLTR PACK STRENGTH STYLE OTHER TYPE ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 0.2 3 1 ACCORD 68 F HP H 0.3 5 1 ACCORD 68 F HP H 0.8 14 14 American 83 F HP FF H 0.9 15 15 Austin 83 F HP FF H 0.8 11 13 Austin 83 F HP LT H 0.9 15 16 CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 (M2 in billions of dollars) CPI 5-year 10-Year M2 M2SL 5-year 10-year (1967 Percent Annual- Annual- Money Percent (from Percent Annual- Annual- Year =100) Change ized ized Supply Change Fed) Change ized ized War Year ---- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- --- ---- 1800 51.0 0 1800 1801 50.0 -1.96 0 1801 1802 43.0 -14 WORKERS PER RETIREE: 2015-2100 Source: United Nations, Department of Economic and Social Affairs, Population Division (2017). World Population Prospects: The 2017 Revision, DVD Edition. Total Population - Both Sexes (XLSX, 2.42 MB). Potential Support Ratio 2 (XLSX, 732 KB) Workers Per Retiree (ages

15-64 per ages 65+)

NICOTINE, TAR, AND CO CONTENT OF MENTHOL CIGARETTE BRANDS nicotine, tar, and co content of domestic cigarettes in 2007 (menthol brands, sorted by brand name and attributes) pack nic tar co brand name len fltr pack strength style other type ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 1.0 13 14 alpine 99 f sp s 0.8 14 15 austin 84 f sp ff s 0.7 10 12 austin 84 f sp lt s 0.9 13 16 austin 99 f sp ff s 0.8 10 11 austin 99 f sp lt s 0.4 5 8 NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007 Nicotine, Tar, and CO Content of Domestic Cigarettes in 2007. Regular Brands, sorted by brand name and type; Regular Brands, sorted by nicotine, tar, and CO CLAIM THAT THERE COULD BE 2.4 MILLION UNFILLED STEM JOBS Claim that there could be 2.4 million unfilled STEM jobs by 2018 Sources for the Claim On February 11, 2016, a link was added in a section titled "Fact Sheets" on a page titled "Women in STEM" on the White House web site. It links to a page titled "STEM Depiction Opportunities", also on the White House web site.That page contains the following claim: EFFECT OF THE REAGAN AND KENNEDY TAX CUTS EFFECT OF REAGAN TAX CUT ON REVENUES - SHORT ANALYSIS. The argument that the near-doubling of revenues during Reagan's two terms proves the value of tax cuts is an old argument.

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WORKERS PER RETIREE: 2015-2100 Source: United Nations, Department of Economic and Social Affairs, Population Division (2017). World Population Prospects: The 2017 Revision, DVD Edition. Total Population - Both Sexes (XLSX, 2.42 MB). Potential Support Ratio 2 (XLSX, 732 KB) Workers Per Retiree (ages

15-64 per ages 65+)

ANALYSIS OF REPORTED VOTING AREAS VIA R SHINY Analysis of Reported Voting Areas via R Shiny. Description of the Cumulative Vote Tally (CVT) Reproducing the CVT graph for Milwaukee County in the 2016 Presidential race R SHINY APPS AND PROGRAMS R Shiny Apps and Programs R Shiny Apps Stock and Financial Analysis. Backtesting - R shiny app to backtest stocks and ETFs. Code for app. Portfolio Manager - R shiny app that allows the import and monitoring of a portfolio created from files downloaded from one or more financial institutions. (09/01/20)* Description and output from app TRADE1903 - ECONDATAUS.COM Goods & Svcs iYear iMonth Balance Exports Imports 226 2008 1 -61.139 150.167 211.306 227 2008 2 -64.349 152.433 216.781 228 2008 3 -60.065 152.089 212.154 229 2008 4 -63.527 156.757 220.284 230 2008 5 -62.152 158.799 220.950 231 2008 6 -60.670 163.608 224.279 232 2008 7 -66.841 165.379 232.220 233 2008 8 -62.107 162.659 224.766 234 2008 9 -60.500 153.586 214.086 235 2008 10 ANALYSIS OF KEY FINDING FROM "IMMIGRATION AND AMERICAN JOBS" Analysis of Key Finding from "Immigration and American Jobs" Summary In December of 2011, the study "Immigration and American Jobs", written by economist Madeline Zavodny, was published.Page 4 of that study lists the following as the first of four main findings: EXPLORING CENSUS DATA USING OCC1990 VIA R SHINY Exploring Census Data using OCC1990 via R Shiny The Census released the 2017 American Community Survey (ACS) 1-year microdata file on October 18, 2018. It was made available through IPUMS USA in early November. An R Shiny application uses this and other data extracted from IPUMS USA to explore Census data from 2017 and earlier. For occupations, it uses the variable OCC1990 so that it can CLAIM THAT THERE COULD BE 2.4 MILLION UNFILLED STEM JOBS Claim that there could be 2.4 million unfilled STEM jobs by 2018 Sources for the Claim On February 11, 2016, a link was added in a section titled "Fact Sheets" on a page titled "Women in STEM" on the White House web site. It links to a page titled "STEM Depiction Opportunities", also on the White House web site.That page contains the following claim: GROWTH OF RECEIPTS BY SOURCE, OUTLAYS, AND GDP FROM 10 GROWTH OF RECEIPTS BY SOURCE, OUTLAYS, AND GDP: 1950-2021 (percent growth in dollars from 10 years earlier) Individ Social Total Total GDP Year Income Insurance FEDERAL RESERVE BALANCE SHEET: 2003-2008 American International Group. The Federal Reserve Board on Tuesday, with the full support of the Treasury Department, authorized the Federal Reserve Bank of New York to lend up to $85 billion to the American International Group (AIG) under section 13(3) of the Federal Reserve Act.

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Cigarette Brands

NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS TAR = Total particulate matter in milligrams per cigarette less nicotine and water. CO = Carbon monoxide in milligrams per cigarette. Source: 2006 and 2007 Tar, Nicotine, and Carbon Monoxide Reports , released under the Freedom of Information Act on May 15, 2012. NOTE: As far as I know, the last published report on the tar, nicotine, and

CO

NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007 (Regular Brands, sorted by brand name and attributes) PACK NIC TAR CO BRAND NAME LEN FLTR PACK STRENGTH STYLE OTHER TYPE ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 0.2 3 1 ACCORD 68 F HP H 0.3 5 1 ACCORD 68 F HP H 0.8 14 14 American 83 F HP FF H 0.9 15 15 Austin 83 F HP FF H 0.8 11 13 Austin 83 F HP LT H 0.9 15 16 WORKERS PER RETIREE: 2015-2100 Source: United Nations, Department of Economic and Social Affairs, Population Division (2017). World Population Prospects: The 2017 Revision, DVD Edition. Total Population - Both Sexes (XLSX, 2.42 MB). Potential Support Ratio 2 (XLSX, 732 KB) Workers Per Retiree (ages

15-64 per ages 65+)

CLAIM OF 1.4 MILLION COMPUTER SCIENCE JOBS WITH ONLY Following are references to the claim that, by 2020, there will be 1.4 million computer-science related jobs in America, with only 400,000 computer science graduates to fill them. Some of the early references in 2012 refer to 2018 instead of 2020 and some later ones CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 (M2 in billions of dollars) CPI 5-year 10-Year M2 M2SL 5-year 10-year (1967 Percent Annual- Annual- Money Percent (from Percent Annual- Annual- Year =100) Change ized ized Supply Change Fed) Change ized ized War Year ---- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- --- ---- 1800 51.0 0 1800 1801 50.0 -1.96 0 1801 1802 43.0 -14 NICOTINE, TAR, AND CO CONTENT OF MENTHOL CIGARETTE BRANDS nicotine, tar, and co content of domestic cigarettes in 2007 (menthol brands, sorted by brand name and attributes) pack nic tar co brand name len fltr pack strength style other type ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 1.0 13 14 alpine 99 f sp s 0.8 14 15 austin 84 f sp ff s 0.7 10 12 austin 84 f sp lt s 0.9 13 16 austin 99 f sp ff s 0.8 10 11 austin 99 f sp lt s 0.4 5 8 H-1B SITES - ECONDATAUS.COM H-1B Sites Favorable to Raising the H-1B Cap. Compete America (on Facebook) ; FWD.us (on Facebook) ; National Foundation for American Policy (on Facebook) ; Partnership for a New American Economy (on Facebook) . Not Favorable to Raising the H-1B Cap ANALYSIS OF KEY FINDING FROM "IMMIGRATION AND AMERICAN JOBS" Analysis of Key Finding from "Immigration and American Jobs" Summary In December of 2011, the study "Immigration and American Jobs", written by economist Madeline Zavodny, was published.Page 4 of that study lists the following as the first of four main findings: NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007TAR CONTENT IN CIGARETTESTAR NICOTINE CONTENT CIGARETTES 2015LOW TAR AND NICOTINE CIGARETTETAR AND NICOTINE BY BRANDTAR AND NICOTINE CHARTTAR AND NICOTINE FILTERS Nicotine, Tar, and CO Content of Domestic Cigarettes in 2007. Regular Brands, sorted by brand name and type; Regular Brands, sorted by nicotine, tar, and CO

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NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS TAR = Total particulate matter in milligrams per cigarette less nicotine and water. CO = Carbon monoxide in milligrams per cigarette. Source: 2006 and 2007 Tar, Nicotine, and Carbon Monoxide Reports , released under the Freedom of Information Act on May 15, 2012. NOTE: As far as I know, the last published report on the tar, nicotine, and

CO

NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007 (Regular Brands, sorted by brand name and attributes) PACK NIC TAR CO BRAND NAME LEN FLTR PACK STRENGTH STYLE OTHER TYPE ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 0.2 3 1 ACCORD 68 F HP H 0.3 5 1 ACCORD 68 F HP H 0.8 14 14 American 83 F HP FF H 0.9 15 15 Austin 83 F HP FF H 0.8 11 13 Austin 83 F HP LT H 0.9 15 16 WORKERS PER RETIREE: 2015-2100 Source: United Nations, Department of Economic and Social Affairs, Population Division (2017). World Population Prospects: The 2017 Revision, DVD Edition. Total Population - Both Sexes (XLSX, 2.42 MB). Potential Support Ratio 2 (XLSX, 732 KB) Workers Per Retiree (ages

15-64 per ages 65+)

CLAIM OF 1.4 MILLION COMPUTER SCIENCE JOBS WITH ONLY Following are references to the claim that, by 2020, there will be 1.4 million computer-science related jobs in America, with only 400,000 computer science graduates to fill them. Some of the early references in 2012 refer to 2018 instead of 2020 and some later ones CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 (M2 in billions of dollars) CPI 5-year 10-Year M2 M2SL 5-year 10-year (1967 Percent Annual- Annual- Money Percent (from Percent Annual- Annual- Year =100) Change ized ized Supply Change Fed) Change ized ized War Year ---- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- --- ---- 1800 51.0 0 1800 1801 50.0 -1.96 0 1801 1802 43.0 -14 NICOTINE, TAR, AND CO CONTENT OF MENTHOL CIGARETTE BRANDS nicotine, tar, and co content of domestic cigarettes in 2007 (menthol brands, sorted by brand name and attributes) pack nic tar co brand name len fltr pack strength style other type ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 1.0 13 14 alpine 99 f sp s 0.8 14 15 austin 84 f sp ff s 0.7 10 12 austin 84 f sp lt s 0.9 13 16 austin 99 f sp ff s 0.8 10 11 austin 99 f sp lt s 0.4 5 8 H-1B SITES - ECONDATAUS.COM H-1B Sites Favorable to Raising the H-1B Cap. Compete America (on Facebook) ; FWD.us (on Facebook) ; National Foundation for American Policy (on Facebook) ; Partnership for a New American Economy (on Facebook) . Not Favorable to Raising the H-1B Cap ANALYSIS OF KEY FINDING FROM "IMMIGRATION AND AMERICAN JOBS" Analysis of Key Finding from "Immigration and American Jobs" Summary In December of 2011, the study "Immigration and American Jobs", written by economist Madeline Zavodny, was published.Page 4 of that study lists the following as the first of four main findings: NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007TAR CONTENT IN CIGARETTESTAR NICOTINE CONTENT CIGARETTES 2015LOW TAR AND NICOTINE CIGARETTETAR AND NICOTINE BY BRANDTAR AND NICOTINE CHARTTAR AND NICOTINE FILTERS Nicotine, Tar, and CO Content of Domestic Cigarettes in 2007. Regular Brands, sorted by brand name and type; Regular Brands, sorted by nicotine, tar, and CO H-1B SITES - ECONDATAUS.COM H-1B Sites Favorable to Raising the H-1B Cap. Compete America (on Facebook) ; FWD.us (on Facebook) ; National Foundation for American Policy (on Facebook) ; Partnership for a New American Economy (on Facebook) . Not Favorable to Raising the H-1B Cap CLAIM THAT THERE COULD BE 2.4 MILLION UNFILLED STEM JOBS Claim that there could be 2.4 million unfilled STEM jobs by 2018 Sources for the Claim On February 11, 2016, a link was added in a section titled "Fact Sheets" on a page titled "Women in STEM" on the White House web site. It links to a page titled "STEM Depiction Opportunities", also on the White House web site.That page contains the following claim: ANALYSIS OF REPORTED VOTING AREAS VIA R SHINY Analysis of Reported Voting Areas via R Shiny. Description of the Cumulative Vote Tally (CVT) Reproducing the CVT graph for Milwaukee County in the 2016 Presidential race ANALYSIS OF KEY FINDING FROM "IMMIGRATION AND AMERICAN JOBS" Analysis of Key Finding from "Immigration and American Jobs" Summary In December of 2011, the study "Immigration and American Jobs", written by economist Madeline Zavodny, was published.Page 4 of that study lists the following as the first of four main findings:

U.S. TARIFF RATES

U.S. TARIFF RATES - RATIO OF IMPORT DUTIES TO VALUES: 1821-1996 (percent) Total Dutiable Total Dutiable Year imports imports Year imports imports ----- ----- ----- ----- ----- ----- 1821 43.21 45.00 1911 20.29 41.27 1822 35.23 37.16 1912 18.58 40.16 1823 43.69 46.04 1913 17.69 40.08 1824 47.39 50.26 1914 14.88 37.63 1825 47.72 50.54 1915 12.49 33.46 1826 45.28 49.26 1916 9.08 28.80 1827 50.93

WOMEN IN TECH

Women in Tech. Women in Computers and Mathematics. A 2018 article titled "Why Aren't There More Women in Tech?" begins as follows: Women are under-represented in the tech sector. Not only that, but they're underpaid, often passed for promotions and faced with every day

sexism.

EFFECT OF THE REAGAN AND KENNEDY TAX CUTS EFFECT OF REAGAN TAX CUT ON REVENUES - SHORT ANALYSIS. The argument that the near-doubling of revenues during Reagan's two terms proves the value of tax cuts is an old argument. SECTOR ANALYSIS VIA R SHINY Sector Analysis via R Shiny. Sector Analysis is defined in Investopedia as follows: . Sector analysis is an assessment of the economic and financial condition and prospects of a given sector of

the economy.

CLAIM THAT THERE WERE OVER HALF A MILLION GOOD-PAYING TECH Claim that there were over half a million good-paying tech jobs unfilled last year Sources for the Claim As can be seen in the references below, the Hillary Clinton web site contains a factsheet that was posted June 27, 2016 (according to the URL) that contains the following statement: . Meanwhile, there were over half a million good-paying tech jobs unfilled last year R SHINY APPS AND PROGRAMS R Shiny Apps and Programs R Shiny Apps Stock and Financial Analysis. Backtesting - R shiny app to backtest stocks and ETFs. Code for app. Portfolio Manager - R shiny app that allows the import and monitoring of a portfolio created from files downloaded from one or more financial institutions. (09/01/20)* Description and output from app

ECONDATAUS.COM

Index Page Budget and Economy. Budget Home Page; Economic Data Tools; U.S. Budget and Economy Blog. Health. Smoking Home Page. Ultra-light

Cigarette Brands

NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS TAR = Total particulate matter in milligrams per cigarette less nicotine and water. CO = Carbon monoxide in milligrams per cigarette. Source: 2006 and 2007 Tar, Nicotine, and Carbon Monoxide Reports , released under the Freedom of Information Act on May 15, 2012. NOTE: As far as I know, the last published report on the tar, nicotine, and

CO

NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007 (Regular Brands, sorted by brand name and attributes) PACK NIC TAR CO BRAND NAME LEN FLTR PACK STRENGTH STYLE OTHER TYPE ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 0.2 3 1 ACCORD 68 F HP H 0.3 5 1 ACCORD 68 F HP H 0.8 14 14 American 83 F HP FF H 0.9 15 15 Austin 83 F HP FF H 0.8 11 13 Austin 83 F HP LT H 0.9 15 16 WORKERS PER RETIREE: 2015-2100 Source: United Nations, Department of Economic and Social Affairs, Population Division (2017). World Population Prospects: The 2017 Revision, DVD Edition. Total Population - Both Sexes (XLSX, 2.42 MB). Potential Support Ratio 2 (XLSX, 732 KB) Workers Per Retiree (ages

15-64 per ages 65+)

CLAIM OF 1.4 MILLION COMPUTER SCIENCE JOBS WITH ONLY Following are references to the claim that, by 2020, there will be 1.4 million computer-science related jobs in America, with only 400,000 computer science graduates to fill them. Some of the early references in 2012 refer to 2018 instead of 2020 and some later ones CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 (M2 in billions of dollars) CPI 5-year 10-Year M2 M2SL 5-year 10-year (1967 Percent Annual- Annual- Money Percent (from Percent Annual- Annual- Year =100) Change ized ized Supply Change Fed) Change ized ized War Year ---- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- --- ---- 1800 51.0 0 1800 1801 50.0 -1.96 0 1801 1802 43.0 -14 NICOTINE, TAR, AND CO CONTENT OF MENTHOL CIGARETTE BRANDS nicotine, tar, and co content of domestic cigarettes in 2007 (menthol brands, sorted by brand name and attributes) pack nic tar co brand name len fltr pack strength style other type ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 1.0 13 14 alpine 99 f sp s 0.8 14 15 austin 84 f sp ff s 0.7 10 12 austin 84 f sp lt s 0.9 13 16 austin 99 f sp ff s 0.8 10 11 austin 99 f sp lt s 0.4 5 8 H-1B SITES - ECONDATAUS.COM H-1B Sites Favorable to Raising the H-1B Cap. Compete America (on Facebook) ; FWD.us (on Facebook) ; National Foundation for American Policy (on Facebook) ; Partnership for a New American Economy (on Facebook) . Not Favorable to Raising the H-1B Cap ANALYSIS OF KEY FINDING FROM "IMMIGRATION AND AMERICAN JOBS" Analysis of Key Finding from "Immigration and American Jobs" Summary In December of 2011, the study "Immigration and American Jobs", written by economist Madeline Zavodny, was published.Page 4 of that study lists the following as the first of four main findings: NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007TAR CONTENT IN CIGARETTESTAR NICOTINE CONTENT CIGARETTES 2015LOW TAR AND NICOTINE CIGARETTETAR AND NICOTINE BY BRANDTAR AND NICOTINE CHARTTAR AND NICOTINE FILTERS Nicotine, Tar, and CO Content of Domestic Cigarettes in 2007. Regular Brands, sorted by brand name and type; Regular Brands, sorted by nicotine, tar, and CO

ECONDATAUS.COM

Index Page Budget and Economy. Budget Home Page; Economic Data Tools; U.S. Budget and Economy Blog. Health. Smoking Home Page. Ultra-light

Cigarette Brands

NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS TAR = Total particulate matter in milligrams per cigarette less nicotine and water. CO = Carbon monoxide in milligrams per cigarette. Source: 2006 and 2007 Tar, Nicotine, and Carbon Monoxide Reports , released under the Freedom of Information Act on May 15, 2012. NOTE: As far as I know, the last published report on the tar, nicotine, and

CO

NICOTINE, TAR, AND CO CONTENT OF REGULAR CIGARETTE BRANDS NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007 (Regular Brands, sorted by brand name and attributes) PACK NIC TAR CO BRAND NAME LEN FLTR PACK STRENGTH STYLE OTHER TYPE ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 0.2 3 1 ACCORD 68 F HP H 0.3 5 1 ACCORD 68 F HP H 0.8 14 14 American 83 F HP FF H 0.9 15 15 Austin 83 F HP FF H 0.8 11 13 Austin 83 F HP LT H 0.9 15 16 WORKERS PER RETIREE: 2015-2100 Source: United Nations, Department of Economic and Social Affairs, Population Division (2017). World Population Prospects: The 2017 Revision, DVD Edition. Total Population - Both Sexes (XLSX, 2.42 MB). Potential Support Ratio 2 (XLSX, 732 KB) Workers Per Retiree (ages

15-64 per ages 65+)

CLAIM OF 1.4 MILLION COMPUTER SCIENCE JOBS WITH ONLY Following are references to the claim that, by 2020, there will be 1.4 million computer-science related jobs in America, with only 400,000 computer science graduates to fill them. Some of the early references in 2012 refer to 2018 instead of 2020 and some later ones CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 CONSUMER PRICE INDEX AND M2 MONEY SUPPLY: 1800-2008 (M2 in billions of dollars) CPI 5-year 10-Year M2 M2SL 5-year 10-year (1967 Percent Annual- Annual- Money Percent (from Percent Annual- Annual- Year =100) Change ized ized Supply Change Fed) Change ized ized War Year ---- ----- ----- ----- ----- ----- ----- ----- ----- ----- ----- --- ---- 1800 51.0 0 1800 1801 50.0 -1.96 0 1801 1802 43.0 -14 NICOTINE, TAR, AND CO CONTENT OF MENTHOL CIGARETTE BRANDS nicotine, tar, and co content of domestic cigarettes in 2007 (menthol brands, sorted by brand name and attributes) pack nic tar co brand name len fltr pack strength style other type ---- ---- ---- ----- ---- ---- ---- ----- ----- ----- ---- 1.0 13 14 alpine 99 f sp s 0.8 14 15 austin 84 f sp ff s 0.7 10 12 austin 84 f sp lt s 0.9 13 16 austin 99 f sp ff s 0.8 10 11 austin 99 f sp lt s 0.4 5 8 H-1B SITES - ECONDATAUS.COM H-1B Sites Favorable to Raising the H-1B Cap. Compete America (on Facebook) ; FWD.us (on Facebook) ; National Foundation for American Policy (on Facebook) ; Partnership for a New American Economy (on Facebook) . Not Favorable to Raising the H-1B Cap ANALYSIS OF KEY FINDING FROM "IMMIGRATION AND AMERICAN JOBS" Analysis of Key Finding from "Immigration and American Jobs" Summary In December of 2011, the study "Immigration and American Jobs", written by economist Madeline Zavodny, was published.Page 4 of that study lists the following as the first of four main findings: NICOTINE, TAR, AND CO CONTENT OF DOMESTIC CIGARETTES IN 2007TAR CONTENT IN CIGARETTESTAR NICOTINE CONTENT CIGARETTES 2015LOW TAR AND NICOTINE CIGARETTETAR AND NICOTINE BY BRANDTAR AND NICOTINE CHARTTAR AND NICOTINE FILTERS Nicotine, Tar, and CO Content of Domestic Cigarettes in 2007. Regular Brands, sorted by brand name and type; Regular Brands, sorted by nicotine, tar, and CO ANALYSIS OF REPORTED VOTING AREAS VIA R SHINY Analysis of Reported Voting Areas via R Shiny. Description of the Cumulative Vote Tally (CVT) Reproducing the CVT graph for Milwaukee County in the 2016 Presidential race

U.S. TARIFF RATES

U.S. TARIFF RATES - RATIO OF IMPORT DUTIES TO VALUES: 1821-1996 (percent) Total Dutiable Total Dutiable Year imports imports Year imports imports ----- ----- ----- ----- ----- ----- 1821 43.21 45.00 1911 20.29 41.27 1822 35.23 37.16 1912 18.58 40.16 1823 43.69 46.04 1913 17.69 40.08 1824 47.39 50.26 1914 14.88 37.63 1825 47.72 50.54 1915 12.49 33.46 1826 45.28 49.26 1916 9.08 28.80 1827 50.93 H-1B SITES - ECONDATAUS.COM H-1B Sites Favorable to Raising the H-1B Cap. Compete America (on Facebook) ; FWD.us (on Facebook) ; National Foundation for American Policy (on Facebook) ; Partnership for a New American Economy (on Facebook) . Not Favorable to Raising the H-1B Cap SECTOR ANALYSIS VIA R SHINY Sector Analysis via R Shiny. Sector Analysis is defined in Investopedia as follows: . Sector analysis is an assessment of the economic and financial condition and prospects of a given sector of

the economy.

R SHINY APPS AND PROGRAMS R Shiny Apps and Programs R Shiny Apps Stock and Financial Analysis. Backtesting - R shiny app to backtest stocks and ETFs. Code for app. Portfolio Manager - R shiny app that allows the import and monitoring of a portfolio created from files downloaded from one or more financial institutions. (09/01/20)* Description and output from app ANALYSIS OF KEY FINDING FROM "IMMIGRATION AND AMERICAN JOBS" Analysis of Key Finding from "Immigration and American Jobs" Summary In December of 2011, the study "Immigration and American Jobs", written by economist Madeline Zavodny, was published.Page 4 of that study lists the following as the first of four main findings: CLAIM THAT THERE COULD BE 2.4 MILLION UNFILLED STEM JOBS Claim that there could be 2.4 million unfilled STEM jobs by 2018 Sources for the Claim On February 11, 2016, a link was added in a section titled "Fact Sheets" on a page titled "Women in STEM" on the White House web site. It links to a page titled "STEM Depiction Opportunities", also on the White House web site.That page contains the following claim: EFFECT OF THE REAGAN AND KENNEDY TAX CUTS EFFECT OF REAGAN TAX CUT ON REVENUES - SHORT ANALYSIS. The argument that the near-doubling of revenues during Reagan's two terms proves the value of tax cuts is an old argument.

WOMEN IN TECH

Women in Tech. Women in Computers and Mathematics. A 2018 article titled "Why Aren't There More Women in Tech?" begins as follows: Women are under-represented in the tech sector. Not only that, but they're underpaid, often passed for promotions and faced with every day

sexism.

CLAIM THAT THERE WERE OVER HALF A MILLION GOOD-PAYING TECH Claim that there were over half a million good-paying tech jobs unfilled last year Sources for the Claim As can be seen in the references below, the Hillary Clinton web site contains a factsheet that was posted June 27, 2016 (according to the URL) that contains the following statement: . Meanwhile, there were over half a million good-paying tech jobs unfilled last year

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