ODEV 2
ABDIWALI ABDI MOHAMED
2022-02-27
##soru Tesla hisse senedI
summary(cars)## speed dist
## Min. : 4.0 Min. : 2.00
## 1st Qu.:12.0 1st Qu.: 26.00
## Median :15.0 Median : 36.00
## Mean :15.4 Mean : 42.98
## 3rd Qu.:19.0 3rd Qu.: 56.00
## Max. :25.0 Max. :120.00##cevap
You can also embed plots, for example:
##Tesla, Inc. 
Note that the echo = FALSE parameter was added to the
code chunk to prevent printing of the R code that generated the
plot.
##soru
##cevap
##getSymbols("TSLA")
knitr::opts_chunk$set(echo = TRUE)
summary(cars)## speed dist
## Min. : 4.0 Min. : 2.00
## 1st Qu.:12.0 1st Qu.: 26.00
## Median :15.0 Median : 36.00
## Mean :15.4 Mean : 42.98
## 3rd Qu.:19.0 3rd Qu.: 56.00
## Max. :25.0 Max. :120.00##Soru ##cevap
library(wooldridge)
data(wage)## Warning in data(wage): data set 'wage' not foundhead(wage1)## wage educ exper tenure nonwhite female married numdep smsa northcen south
## 1 3.10 11 2 0 0 1 0 2 1 0 0
## 2 3.24 12 22 2 0 1 1 3 1 0 0
## 3 3.00 11 2 0 0 0 0 2 0 0 0
## 4 6.00 8 44 28 0 0 1 0 1 0 0
## 5 5.30 12 7 2 0 0 1 1 0 0 0
## 6 8.75 16 9 8 0 0 1 0 1 0 0
## west construc ndurman trcommpu trade services profserv profocc clerocc
## 1 1 0 0 0 0 0 0 0 0
## 2 1 0 0 0 0 1 0 0 0
## 3 1 0 0 0 1 0 0 0 0
## 4 1 0 0 0 0 0 0 0 1
## 5 1 0 0 0 0 0 0 0 0
## 6 1 0 0 0 0 0 1 1 0
## servocc lwage expersq tenursq
## 1 0 1.131402 4 0
## 2 1 1.175573 484 4
## 3 0 1.098612 4 0
## 4 0 1.791759 1936 784
## 5 0 1.667707 49 4
## 6 0 2.169054 81 64##soru
##cevap
library(wooldridge)
data("prison")
head(prison)## state year govelec black metro unem criv crip lcriv
## 1 1 80 0 0.2560 0.6320000 0.08775 4.447868 44.47638 1.492425
## 2 1 81 0 0.2557 0.6362000 0.10667 4.700944 44.24879 1.547763
## 3 1 82 1 0.2554 0.6404000 0.14367 4.497580 42.05045 1.503539
## 4 1 83 0 0.2551 0.6446000 0.13667 4.186833 37.08439 1.431945
## 5 1 84 0 0.2548 0.6488000 0.11167 4.353239 35.04226 1.470920
## 6 1 85 0 0.2545 0.6530001 0.08908 4.630758 35.26680 1.532721
## lcrip gcriv gcrip y81 y82 y83 y84 y85 y86 y87 y88 y89 y90 y91
## 1 3.794958 0.09878576 0.174785137 0 0 0 0 0 0 0 0 0 0 0
## 2 3.789828 0.05533838 -0.005130053 1 0 0 0 0 0 0 0 0 0 0
## 3 3.738870 -0.04422402 -0.050958157 0 1 0 0 0 0 0 0 0 0 0
## 4 3.613196 -0.07159472 -0.125673771 0 0 1 0 0 0 0 0 0 0 0
## 5 3.556555 0.03897560 -0.056641579 0 0 0 1 0 0 0 0 0 0 0
## 6 3.562942 0.06180036 0.006387472 0 0 0 0 1 0 0 0 0 0 0
## y92 y93 ag0_14 ag15_17 ag18_24 ag25_34 incpc polpc
## 1 0 0 0.2408834 0.05752439 0.1322547 0.1538264 7673.176 235.0026
## 2 0 0 0.2367951 0.05460577 0.1324317 0.1584588 8442.723 227.2263
## 3 0 0 0.2336306 0.05197452 0.1317197 0.1584713 8855.808 219.4395
## 4 0 0 0.2313167 0.04956787 0.1304016 0.1596340 9411.027 222.5979
## 5 0 0 0.2279858 0.04858300 0.1277834 0.1609312 10267.680 214.3978
## 6 0 0 0.2252706 0.04882960 0.1240876 0.1625975 10974.390 220.5386
## gincpc gpolpc cag0_14 cag15_17 cag18_24 cag25_34
## 1 0.08963448 0.05418698 -0.001227303 -0.0011926270 7.678985e-05 1.989880e-03
## 2 0.09557420 -0.03364984 -0.004088306 -0.0029186297 1.769924e-04 4.632387e-03
## 3 0.04776863 -0.03487009 -0.003164520 -0.0026312447 -7.120037e-04 1.255035e-05
## 4 0.06080865 0.01429031 -0.002313862 -0.0024066495 -1.318111e-03 1.162624e-03
## 5 0.08711895 -0.03753379 -0.003330898 -0.0009848737 -2.618227e-03 1.297207e-03
## 6 0.06656328 0.02823989 -0.002715244 0.0002466011 -3.695812e-03 1.666374e-03
## cunem cblack cmetro pris lpris gpris final1
## 1 0.016750002 -0.05999947 0.0002000046 141.3347 4.951131 -0.02065945 0
## 2 0.018919993 -0.03000069 0.0041999817 163.5336 5.097019 0.14588785 0
## 3 0.036999997 -0.02999878 0.0042000199 183.6948 5.213276 0.11625719 0
## 4 -0.006999998 -0.03000069 0.0041999817 218.6242 5.387354 0.17407846 0
## 5 -0.025000000 -0.03000069 0.0041999817 245.0686 5.501538 0.11418390 0
## 6 -0.022589998 -0.02999878 0.0042000581 259.2611 5.557836 0.05629730 0
## final2
## 1 0
## 2 0
## 3 0
## 4 0
## 5 0
## 6 0##soru
##cevap
WDI::WDIsearch("exchange rate")## indicator
## [1,] "DPANUSLCU"
## [2,] "DPANUSSPB"
## [3,] "DPANUSSPF"
## [4,] "DT.DOD.DECT.CD.AR.EX.US"
## [5,] "DT.DOD.DECT.CD.CB.AR.EX.US"
## [6,] "DT.DOD.DECT.CD.GG.AR.EX.US"
## [7,] "DT.DOD.DECT.CD.IL.AR.EX.US"
## [8,] "DT.DOD.DECT.CD.MA.AR.EX.US"
## [9,] "DT.DOD.DECT.CD.OT.AR.EX.US"
## [10,] "DT.DOD.DIDI.CD.IL.EX.US"
## [11,] "DT.DOD.DIFE.CD.IL.EX.US"
## [12,] "DT.DOD.DIIE.CD.IL.EX.US"
## [13,] "DT.DOD.DLBN.CD.CB.AR.EX.US"
## [14,] "DT.DOD.DLBN.CD.GG.AR.EX.US"
## [15,] "DT.DOD.DLBN.CD.MA.AR.EX.US"
## [16,] "DT.DOD.DLBN.CD.OT.AR.EX.US"
## [17,] "DT.DOD.DLCD.CD.CB.AR.EX.US"
## [18,] "DT.DOD.DLCD.CD.GG.AR.EX.US"
## [19,] "DT.DOD.DLCD.CD.MA.AR.EX.US"
## [20,] "DT.DOD.DLCD.CD.OT.AR.EX.US"
## [21,] "DT.DOD.DLTL.CD.CB.AR.EX.US"
## [22,] "DT.DOD.DLTL.CD.GG.AR.EX.US"
## [23,] "DT.DOD.DLTL.CD.MA.AR.EX.US"
## [24,] "DT.DOD.DLTL.CD.OT.AR.EX.US"
## [25,] "DT.DOD.DLTO.CD.CB.AR.EX.US"
## [26,] "DT.DOD.DLTO.CD.GG.AR.EX.US"
## [27,] "DT.DOD.DLTO.CD.MA.AR.EX.US"
## [28,] "DT.DOD.DLTO.CD.OT.AR.EX.US"
## [29,] "DT.DOD.DLTS.CD.GG.EX.US"
## [30,] "DT.DOD.DLTS.CD.MA.AR.EX.US"
## [31,] "DT.DOD.DLTT.CD.CB.AR.EX.US"
## [32,] "DT.DOD.DLTT.CD.GG.AR.EX.US"
## [33,] "DT.DOD.DLTT.CD.MA.AR.EX.US"
## [34,] "DT.DOD.DLTT.CD.OT.AR.EX.US"
## [35,] "DT.DOD.DLXF.CD.CB.AR.EX.US"
## [36,] "DT.DOD.DLXF.CD.GG.AR.EX.US"
## [37,] "DT.DOD.DLXF.CD.MA.AR.EX.US"
## [38,] "DT.DOD.DLXF.CD.OT.AR.EX.US"
## [39,] "DT.DOD.DSCD.CD.CB.AR.EX.US"
## [40,] "DT.DOD.DSCD.CD.GG.AR.EX.US"
## [41,] "DT.DOD.DSCD.CD.MA.AR.EX.US"
## [42,] "DT.DOD.DSCD.CD.OT.AR.EX.US"
## [43,] "DT.DOD.DSOO.CD.CB.AR.EX.US"
## [44,] "DT.DOD.DSOO.CD.GG.AR.EX.US"
## [45,] "DT.DOD.DSOO.CD.MA.AR.EX.US"
## [46,] "DT.DOD.DSOO.CD.OT.AR.EX.US"
## [47,] "DT.DOD.DSTC.CD.CB.AR.EX.US"
## [48,] "DT.DOD.DSTC.CD.GG.AR.EX.US"
## [49,] "DT.DOD.DSTC.CD.MA.AR.EX.US"
## [50,] "DT.DOD.DSTC.CD.OT.AR.EX.US"
## [51,] "DT.DOD.DSTL.CD.CB.AR.EX.US"
## [52,] "DT.DOD.DSTL.CD.GG.AR.EX.US"
## [53,] "DT.DOD.DSTL.CD.MA.AR.EX.US"
## [54,] "DT.DOD.DSTL.CD.OT.AR.EX.US"
## [55,] "DT.DOD.DSTM.CD.CB.AR.EX.US"
## [56,] "DT.DOD.DSTM.CD.GG.AR.EX.US"
## [57,] "DT.DOD.DSTM.CD.MA.AR.EX.US"
## [58,] "DT.DOD.DSTM.CD.OT.AR.EX.US"
## [59,] "DT.DOD.DSTT.CD.CB.AR.EX.US"
## [60,] "DT.DOD.DSTT.CD.GG.AR.EX.US"
## [61,] "DT.DOD.DSTT.CD.MA.AR.EX.US"
## [62,] "DT.DOD.DSTT.CD.OT.AR.EX.US"
## [63,] "NEER"
## [64,] "PA.NUS.FCRF"
## [65,] "PA.NUS.FCRF.XR"
## [66,] "PA.NUS.PPPC.RF"
## [67,] "PE.NUS.FCAE"
## [68,] "PX.REC.REER"
## [69,] "PX.REX.REER"
## [70,] "REER"
## [71,] "SP.EXCHG.RATE.ICP"
## name
## [1,] "Official exchange rate, LCU per USD, period average"
## [2,] "Exchange rate, new LCU per USD extended backward, period average"
## [3,] "Exchange rate, old LCU per USD extended forward, period average"
## [4,] "Gross Ext. Debt Pos., All Sectors, All maturities, All instruments, Exchange rate chg, USD"
## [5,] "Gross Ext. Debt Pos., Deposit-Taking Corp., exc. CB, All maturities, All instruments, Exchange rate chg, USD"
## [6,] "Gross Ext. Debt Pos., General Government, All maturities, All instruments, Exchange rate chg, USD"
## [7,] "Gross Ext. Debt Pos., DI: Intercom Lending, All maturities, All instruments, Exchange rate chg, USD"
## [8,] "Gross Ext. Debt Pos., Central Bank, All maturities, All instruments, Exchange rate chg, USD"
## [9,] "Gross Ext. Debt Pos., Other Sectors, All maturities, All instruments, Exchange rate chg, USD"
## [10,] "Gross Ext. Debt Pos., DI: Intercom Lending, All maturities, Debt liab. of DI ent. to dir. investors, Exchange rate chg, USD"
## [11,] "Gross Ext. Debt Pos., DI: Intercom Lending, All maturities, Debt liab. to fellow ent., Exchange rate chg, USD"
## [12,] "Gross Ext. Debt Pos., DI: Intercom Lending, All maturities, Debt liab. of dir. investors to DI ent., Exchange rate chg, USD"
## [13,] "Gross Ext. Debt Pos., Deposit-Taking Corp., exc. CB, Long-term, Debt securities, Exchange rate chg, USD"
## [14,] "Gross Ext. Debt Pos., General Government, Long-term, Debt securities, Exchange rate chg, USD"
## [15,] "Gross Ext. Debt Pos., Central Bank, Long-term, Debt securities, Exchange rate chg, USD"
## [16,] "Gross Ext. Debt Pos., Other Sectors, Long-term, Debt securities, Exchange rate chg, USD"
## [17,] "Gross Ext. Debt Pos., Deposit-Taking Corp., exc. CB, Long-term, Currency and deposits, Exchange rate chg, USD"
## [18,] "Gross Ext. Debt Pos., General Government, Long-term, Currency and deposits, Exchange rate chg, USD"
## [19,] "Gross Ext. Debt Pos., Central Bank, Long-term, Currency and deposits, Exchange rate chg, USD"
## [20,] "Gross Ext. Debt Pos., Other Sectors, Long-term, Currency and deposits, Exchange rate chg, USD"
## [21,] "Gross Ext. Debt Pos., Deposit-Taking Corp., exc. CB, Long-term, Loans, Exchange rate chg, USD"
## [22,] "Gross Ext. Debt Pos., General Government, Long-term, Loans, Exchange rate chg, USD"
## [23,] "Gross Ext. Debt Pos., Central Bank, Long-term, Loans, Exchange rate chg, USD"
## [24,] "Gross Ext. Debt Pos., Other Sectors, Long-term, Loans, Exchange rate chg, USD"
## [25,] "Gross Ext. Debt Pos., Deposit-Taking Corp., exc. CB, Long-term, Other debt liabilities, Exchange rate chg, USD"
## [26,] "Gross Ext. Debt Pos., General Government, Long-term, Other debt liabilities, Exchange rate chg, USD"
## [27,] "Gross Ext. Debt Pos., Central Bank, Long-term, Other debt liabilities, Exchange rate chg, USD"
## [28,] "Gross Ext. Debt Pos., Other Sectors, Long-term, Other debt liabilities, Exchange rate chg, USD"
## [29,] "Gross Ext. Debt Pos., General Government, Long-term, Special drawing rights (allocations), Exchange rate chg, USD"
## [30,] "Gross Ext. Debt Pos., Central Bank, Long-term, Special drawing rights (allocations), Exchange rate chg, USD"
## [31,] "Gross Ext. Debt Pos., Deposit-Taking Corp., exc. CB, Long-term, Trade credit and advances, Exchange rate chg, USD"
## [32,] "Gross Ext. Debt Pos., General Government, Long-term, Trade credit and advances, Exchange rate chg, USD"
## [33,] "Gross Ext. Debt Pos., Central Bank, Long-term, Trade credit and advances, Exchange rate chg, USD"
## [34,] "Gross Ext. Debt Pos., Other Sectors, Long-term, Trade credit and advances, Exchange rate chg, USD"
## [35,] "Gross Ext. Debt Pos., Deposit-Taking Corp., exc. CB, Long-term, All instruments, Exchange rate chg, USD"
## [36,] "Gross Ext. Debt Pos., General Government, Long-term, All instruments, Exchange rate chg, USD"
## [37,] "Gross Ext. Debt Pos., Central Bank, Long-term, All instruments, Exchange rate chg, USD"
## [38,] "Gross Ext. Debt Pos., Other Sectors, Long-term, All instruments, Exchange rate chg, USD"
## [39,] "Gross Ext. Debt Pos., Deposit-Taking Corp., exc. CB, Short-term, Currency and deposits, Exchange rate chg, USD"
## [40,] "Gross Ext. Debt Pos., General Government, Short-term, Currency and deposits, Exchange rate chg, USD"
## [41,] "Gross Ext. Debt Pos., Central Bank, Short-term, Currency and deposits, Exchange rate chg, USD"
## [42,] "Gross Ext. Debt Pos., Other Sectors, Short-term, Currency and deposits, Exchange rate chg, USD"
## [43,] "Gross Ext. Debt Pos., Deposit-Taking Corp., exc. CB, Short-term, Other debt liabilities, Exchange rate chg, USD"
## [44,] "Gross Ext. Debt Pos., General Government, Short-term, Other debt liabilities, Exchange rate chg, USD"
## [45,] "Gross Ext. Debt Pos., Central Bank, Short-term, Other debt liabilities, Exchange rate chg, USD"
## [46,] "Gross Ext. Debt Pos., Other Sectors, Short-term, Other debt liabilities, Exchange rate chg, USD"
## [47,] "Gross Ext. Debt Pos., Deposit-Taking Corp., exc. CB, Short-term, All instruments, Exchange rate chg, USD"
## [48,] "Gross Ext. Debt Pos., General Government, Short-term, All instruments, Exchange rate chg, USD"
## [49,] "Gross Ext. Debt Pos., Central Bank, Short-term, All instruments, Exchange rate chg, USD"
## [50,] "Gross Ext. Debt Pos., Other Sectors, Short-term, All instruments, Exchange rate chg, USD"
## [51,] "Gross Ext. Debt Pos., Deposit-Taking Corp., exc. CB, Short-term, Loans, Exchange rate chg, USD"
## [52,] "Gross Ext. Debt Pos., General Government, Short-term, Loans, Exchange rate chg, USD"
## [53,] "Gross Ext. Debt Pos., Central Bank, Short-term, Loans, Exchange rate chg, USD"
## [54,] "Gross Ext. Debt Pos., Other Sectors, Short-term, Loans, Exchange rate chg, USD"
## [55,] "Gross Ext. Debt Pos., Deposit-Taking Corp., exc. CB, Short-term, Debt securities, Exchange rate chg, USD"
## [56,] "Gross Ext. Debt Pos., General Government, Short-term, Debt securities, Exchange rate chg, USD"
## [57,] "Gross Ext. Debt Pos., Central Bank, Short-term, Debt securities, Exchange rate chg, USD"
## [58,] "Gross Ext. Debt Pos., Other Sectors, Short-term, Debt securities, Exchange rate chg, USD"
## [59,] "Gross Ext. Debt Pos., Deposit-Taking Corp., exc. CB, Short-term, Trade credit and advances, Exchange rate chg, USD"
## [60,] "Gross Ext. Debt Pos., General Government, Short-term, Trade credit and advances, Exchange rate chg, USD"
## [61,] "Gross Ext. Debt Pos., Central Bank, Short-term, Trade credit and advances, Exchange rate chg, USD"
## [62,] "Gross Ext. Debt Pos., Other Sectors, Short-term, Trade credit and advances, Exchange rate chg, USD"
## [63,] "Nominal Effecive Exchange Rate"
## [64,] "Official exchange rate (LCU per US$, period average)"
## [65,] "Official exchange rate to parallel exchange rate ratio"
## [66,] "Price level ratio of PPP conversion factor (GDP) to market exchange rate"
## [67,] "Official exchange rate (LCU per US$, end period)"
## [68,] "Real effective exchange rate index (line rec, 2005 = 100)"
## [69,] "Real effective exchange rate index (2010 = 100)"
## [70,] "Real Effective Exchange Rate"
## [71,] "SP.EXCHG.RATE.ICP:Exchange Rate Value"##soru EXPENSE OF GDP ##cevap
library(WDI)
df = WDI(indicator='GC.XPN.TOTL.GD.ZS', country=c('MX','TR','US'), start=1960, end=2018)
head(df)## iso2c country GC.XPN.TOTL.GD.ZS year
## 1 MX Mexico 20.42065 2018
## 2 MX Mexico 20.41178 2017
## 3 MX Mexico 20.96416 2016
## 4 MX Mexico 21.60665 2015
## 5 MX Mexico 21.78179 2014
## 6 MX Mexico 21.55132 2013##soru EXPENSE OF GDP
##cevap
library(WDI)
df = WDI(indicator='SE.PRM.UNER.FE', country=c('TR','US'), start=1960, end=2018)
head(df)## iso2c country SE.PRM.UNER.FE year
## 1 TR Turkey 138292 2018
## 2 TR Turkey 143085 2017
## 3 TR Turkey 162135 2016
## 4 TR Turkey 147831 2015
## 5 TR Turkey 149901 2014
## 6 TR Turkey 183138 2013##SORU Labor force total
##cevap
library(WDI)
df = WDI(indicator='SL.TLF.TOTL.IN', country=c('TR','US'), start=1960, end=2018)
head(df)## iso2c country SL.TLF.TOTL.IN year
## 1 TR Turkey 32982454 2018
## 2 TR Turkey 32114851 2017
## 3 TR Turkey 30980381 2016
## 4 TR Turkey 29937508 2015
## 5 TR Turkey 28906173 2014
## 6 TR Turkey 28208333 2013##soru
labor force total
##cevap
library(WDI)
df = WDI(indicator='SL.TLF.TOTL.IN', country=c('MX','TR','US'), start=1960, end=2018)
head(df)## iso2c country SL.TLF.TOTL.IN year
## 1 MX Mexico 55190039 2018
## 2 MX Mexico 54096291 2017
## 3 MX Mexico 53507498 2016
## 4 MX Mexico 52732562 2015
## 5 MX Mexico 51780845 2014
## 6 MX Mexico 51318641 2013