Homework 8
Whinywiner
Getting Data from APIs
Task One: Use World Bank data to analyze something
Whatever you want. Be creative. Try to tell a story. The only hard requirements are: - You must use the wbstats package to obtain data; - You must have at least one plot; - Everything is in markdown, published on Rpubs.
Percentage Population Growth Data
#install.packages("wbstats") #package needed to download worldbank dataset
library(wbstats) #library for the wbstats package
library(ggplot2)
wbsearch()## Warning: `wbsearch()` was deprecated in wbstats 1.0.0.
## Please use `wb_search()` instead.## indicatorID
## 1 1.0.HCount.1.90usd
## 2 1.0.HCount.2.5usd
## 3 1.0.HCount.Mid10to50
## 4 1.0.HCount.Ofcl
## 5 1.0.HCount.Poor4uds
## 6 1.0.HCount.Vul4to10
## 7 1.0.PGap.1.90usd
## 8 1.0.PGap.2.5usd
## 9 1.0.PGap.Poor4uds
## 10 1.0.PSev.1.90usd
## 11 1.0.PSev.2.5usd
## 12 1.0.PSev.Poor4uds
## 13 1.1.HCount.1.90usd
## 14 1.1.HCount.2.5usd
## 15 1.1.HCount.Mid10to50
## 16 1.1.HCount.Ofcl
## 17 1.1.HCount.Poor4uds
## 18 1.1.HCount.Vul4to10
## 19 1.1.PGap.1.90usd
## 20 1.1.PGap.2.5usd
## 21 1.1.PGap.Poor4uds
## 22 1.1.PSev.1.90usd
## 23 1.1.PSev.2.5usd
## 24 1.1.PSev.Poor4uds
## 28 1.2.HCount.1.90usd
## 29 1.2.HCount.2.5usd
## 30 1.2.HCount.Mid10to50
## 31 1.2.HCount.Ofcl
## 32 1.2.HCount.Poor4uds
## 33 1.2.HCount.Vul4to10
## 34 1.2.PGap.1.90usd
## 35 1.2.PGap.2.5usd
## 36 1.2.PGap.Poor4uds
## 37 1.2.PSev.1.90usd
## 38 1.2.PSev.2.5usd
## 39 1.2.PSev.Poor4uds
## 450 5.14.01.01.povsurv
## 667 5.51.01.01.poverty
## 668 5.51.01.02.malnut
## 669 5.51.01.03.mortal
## 676 5.51.01.10.gdp
## 704 8.0.LIPI
## 3167 DT.DOD.DIMF.CD
## 4077 DT.HPC.STTS
## 4544 DT.NFL.IMFC.CD
## 5239 EF.EFM.OVRL.XD
## 5240 EF.EFM.PROD.XD
## 5242 EF.EFM.UNIV.XD
## 7465 HF.UHC.CONS.ZS
## 7466 HF.UHC.CONS.ZS.Q1
## 7467 HF.UHC.CONS.ZS.Q2
## 7468 HF.UHC.CONS.ZS.Q3
## 7469 HF.UHC.CONS.ZS.Q4
## 7470 HF.UHC.CONS.ZS.Q5
## 7471 HF.UHC.NOP1.CG
## 7472 HF.UHC.NOP1.ZS
## 7473 HF.UHC.NOP1.ZS.Q1
## 7474 HF.UHC.NOP1.ZS.Q2
## 7475 HF.UHC.NOP1.ZS.Q3
## 7476 HF.UHC.NOP1.ZS.Q4
## 7477 HF.UHC.NOP1.ZS.Q5
## 7478 HF.UHC.NOP2.CG
## 7479 HF.UHC.NOP2.ZS
## 7480 HF.UHC.NOP2.ZS.Q1
## 7481 HF.UHC.NOP2.ZS.Q2
## 7482 HF.UHC.NOP2.ZS.Q3
## 7483 HF.UHC.NOP2.ZS.Q4
## 7484 HF.UHC.NOP2.ZS.Q5
## 7485 HF.UHC.NOP3.CG
## 7486 HF.UHC.NOP3.ZS
## 7487 HF.UHC.NOP3.ZS.Q1
## 7488 HF.UHC.NOP3.ZS.Q2
## 7489 HF.UHC.NOP3.ZS.Q3
## 7490 HF.UHC.NOP3.ZS.Q4
## 7491 HF.UHC.NOP3.ZS.Q5
## 7492 HF.UHC.NOP4.CG
## 7493 HF.UHC.NOP4.ZS
## 7494 HF.UHC.NOP4.ZS.Q1
## 7495 HF.UHC.NOP4.ZS.Q2
## 7496 HF.UHC.NOP4.ZS.Q3
## 7497 HF.UHC.NOP4.ZS.Q4
## 7498 HF.UHC.NOP4.ZS.Q5
## 7499 HF.UHC.NOPX.ZS
## 7500 HF.UHC.NOPX.ZS.Q1
## 7501 HF.UHC.NOPX.ZS.Q2
## 7502 HF.UHC.NOPX.ZS.Q3
## 7503 HF.UHC.NOPX.ZS.Q4
## 7504 HF.UHC.NOPX.ZS.Q5
## 7533 HH.DHS.GAR.456.Q1
## 7534 HH.DHS.GAR.456.Q2
## 7535 HH.DHS.GAR.456.Q3
## 7536 HH.DHS.GAR.456.Q4
## 7537 HH.DHS.GAR.456.Q5
## 7543 HH.DHS.NAR.1.Q1
## 7544 HH.DHS.NAR.1.Q2
## 7545 HH.DHS.NAR.1.Q3
## 7546 HH.DHS.NAR.1.Q4
## 7547 HH.DHS.NAR.1.Q5
## 7553 HH.DHS.NAR.23.Q1
## 7554 HH.DHS.NAR.23.Q2
## 7555 HH.DHS.NAR.23.Q3
## 7556 HH.DHS.NAR.23.Q4
## 7557 HH.DHS.NAR.23.Q5
## 7563 HH.DHS.NIR.1.Q1
## 7564 HH.DHS.NIR.1.Q2
## 7565 HH.DHS.NIR.1.Q3
## 7566 HH.DHS.NIR.1.Q4
## 7567 HH.DHS.NIR.1.Q5
## 7573 HH.DHS.OOS.1.Q1
## 7574 HH.DHS.OOS.1.Q2
## 7575 HH.DHS.OOS.1.Q3
## 7576 HH.DHS.OOS.1.Q4
## 7577 HH.DHS.OOS.1.Q5
## 7583 HH.DHS.OOST.DO.Q1
## 7584 HH.DHS.OOST.DO.Q2
## 7585 HH.DHS.OOST.DO.Q3
## 7586 HH.DHS.OOST.DO.Q4
## 7587 HH.DHS.OOST.DO.Q5
## 7593 HH.DHS.OOST.L.Q1
## 7594 HH.DHS.OOST.L.Q2
## 7595 HH.DHS.OOST.L.Q3
## 7596 HH.DHS.OOST.L.Q4
## 7597 HH.DHS.OOST.L.Q5
## 7603 HH.DHS.OOST.X.Q1
## 7604 HH.DHS.OOST.X.Q2
## 7605 HH.DHS.OOST.X.Q3
## 7606 HH.DHS.OOST.X.Q4
## 7607 HH.DHS.OOST.X.Q5
## 7613 HH.DHS.PCR.Q1
## 7614 HH.DHS.PCR.Q2
## 7615 HH.DHS.PCR.Q3
## 7616 HH.DHS.PCR.Q4
## 7617 HH.DHS.PCR.Q5
## 7623 HH.DHS.SCR.Q1
## 7624 HH.DHS.SCR.Q2
## 7625 HH.DHS.SCR.Q3
## 7626 HH.DHS.SCR.Q4
## 7627 HH.DHS.SCR.Q5
## 7633 HH.DHS.TR.12.Q1
## 7634 HH.DHS.TR.12.Q2
## 7635 HH.DHS.TR.12.Q3
## 7636 HH.DHS.TR.12.Q4
## 7637 HH.DHS.TR.12.Q5
## 7643 HH.DHS.YRS.1519.Q1
## 7644 HH.DHS.YRS.1519.Q2
## 7645 HH.DHS.YRS.1519.Q3
## 7646 HH.DHS.YRS.1519.Q4
## 7647 HH.DHS.YRS.1519.Q5
## 7653 HH.DHS.YRS.15UP.GIN.Q1
## 7654 HH.DHS.YRS.15UP.GIN.Q2
## 7655 HH.DHS.YRS.15UP.GIN.Q3
## 7656 HH.DHS.YRS.15UP.GIN.Q4
## 7657 HH.DHS.YRS.15UP.GIN.Q5
## 7663 HH.MICS.GAR.456.Q1
## 7664 HH.MICS.GAR.456.Q2
## 7665 HH.MICS.GAR.456.Q3
## 7666 HH.MICS.GAR.456.Q4
## 7667 HH.MICS.GAR.456.Q5
## 7673 HH.MICS.NAR.1.Q1
## 7674 HH.MICS.NAR.1.Q2
## 7675 HH.MICS.NAR.1.Q3
## 7676 HH.MICS.NAR.1.Q4
## 7677 HH.MICS.NAR.1.Q5
## 7683 HH.MICS.NAR.23.Q1
## 7684 HH.MICS.NAR.23.Q2
## 7685 HH.MICS.NAR.23.Q3
## 7686 HH.MICS.NAR.23.Q4
## 7687 HH.MICS.NAR.23.Q5
## 7693 HH.MICS.OOS.1.Q1
## 7694 HH.MICS.OOS.1.Q2
## 7695 HH.MICS.OOS.1.Q3
## 7696 HH.MICS.OOS.1.Q4
## 7697 HH.MICS.OOS.1.Q5
## 7703 HH.MICS.OOST.DO.Q1
## 7704 HH.MICS.OOST.DO.Q2
## 7705 HH.MICS.OOST.DO.Q3
## 7706 HH.MICS.OOST.DO.Q4
## 7707 HH.MICS.OOST.DO.Q5
## 7713 HH.MICS.OOST.L.Q1
## 7714 HH.MICS.OOST.L.Q2
## 7715 HH.MICS.OOST.L.Q3
## 7716 HH.MICS.OOST.L.Q4
## 7717 HH.MICS.OOST.L.Q5
## 7723 HH.MICS.OOST.X.Q1
## 7724 HH.MICS.OOST.X.Q2
## 7725 HH.MICS.OOST.X.Q3
## 7726 HH.MICS.OOST.X.Q4
## 7727 HH.MICS.OOST.X.Q5
## 7733 HH.MICS.PCR.Q1
## 7734 HH.MICS.PCR.Q2
## 7735 HH.MICS.PCR.Q3
## 7736 HH.MICS.PCR.Q4
## 7737 HH.MICS.PCR.Q5
## 7743 HH.MICS.SCR.Q1
## 7744 HH.MICS.SCR.Q2
## 7745 HH.MICS.SCR.Q3
## 7746 HH.MICS.SCR.Q4
## 7747 HH.MICS.SCR.Q5
## 7753 HH.MICS.TR.12.Q1
## 7754 HH.MICS.TR.12.Q2
## 7755 HH.MICS.TR.12.Q3
## 7756 HH.MICS.TR.12.Q4
## 7757 HH.MICS.TR.12.Q5
## 7763 HH.MICS.YRS.1519.Q1
## 7764 HH.MICS.YRS.1519.Q2
## 7765 HH.MICS.YRS.1519.Q3
## 7766 HH.MICS.YRS.1519.Q4
## 7767 HH.MICS.YRS.1519.Q5
## 7773 HH.MICS.YRS.15UP.GIN.Q1
## 7774 HH.MICS.YRS.15UP.GIN.Q2
## 7775 HH.MICS.YRS.15UP.GIN.Q3
## 7776 HH.MICS.YRS.15UP.GIN.Q4
## 7777 HH.MICS.YRS.15UP.GIN.Q5
## 8314 IN.POV.HCR.EST.RURL
## 8315 IN.POV.HCR.EST.TOTL
## 8316 IN.POV.HCR.EST.URBN
## 8403 IQ.CPA.PRES.XQ
## 9663 MO.INDEX.HDEV.XQ
## 10457 per_allsp.cba_ep_preT_tot
## 10458 per_allsp.cba_ep_tot
## 10459 per_allsp.cba_q1_preT_tot
## 10460 per_allsp.cba_q1_rur
## 10461 per_allsp.cba_q1_tot
## 10462 per_allsp.cba_q1_urb
## 10493 per_allsp_p0_ep_preT_tot
## 10494 per_allsp_p0_ep_tot
## 10495 per_allsp_p0_preT_tot
## 10496 per_allsp_p0_rur
## 10497 per_allsp_p0_tot
## 10498 per_allsp_p0_urb
## 10499 per_allsp_p1_ep_preT_tot
## 10500 per_allsp_p1_ep_tot
## 10501 per_allsp_p1_preT_tot
## 10502 per_allsp_p1_rur
## 10503 per_allsp_p1_tot
## 10504 per_allsp_p1_urb
## 10601 per_lm_ac.cba_ep_preT_tot
## 10602 per_lm_ac.cba_ep_tot
## 10603 per_lm_ac.cba_q1_preT_tot
## 10604 per_lm_ac.cba_q1_rur
## 10605 per_lm_ac.cba_q1_tot
## 10606 per_lm_ac.cba_q1_urb
## 10637 per_lm_ac_p0_ep_preT_tot
## 10638 per_lm_ac_p0_ep_tot
## 10639 per_lm_ac_p0_preT_tot
## 10640 per_lm_ac_p0_rur
## 10641 per_lm_ac_p0_tot
## 10642 per_lm_ac_p0_urb
## 10643 per_lm_ac_p1_ep_preT_tot
## 10644 per_lm_ac_p1_ep_tot
## 10645 per_lm_ac_p1_preT_tot
## 10646 per_lm_ac_p1_rur
## 10647 per_lm_ac_p1_tot
## 10648 per_lm_ac_p1_urb
## 10745 per_lm_alllm.cba_ep_preT_tot
## 10746 per_lm_alllm.cba_ep_tot
## 10747 per_lm_alllm.cba_q1_preT_tot
## 10748 per_lm_alllm.cba_q1_rur
## 10749 per_lm_alllm.cba_q1_tot
## 10750 per_lm_alllm.cba_q1_urb
## 10781 per_lm_alllm_p0_ep_preT_tot
## 10782 per_lm_alllm_p0_ep_tot
## 10783 per_lm_alllm_p0_preT_tot
## 10784 per_lm_alllm_p0_rur
## 10785 per_lm_alllm_p0_tot
## 10786 per_lm_alllm_p0_urb
## 10787 per_lm_alllm_p1_ep_preT_tot
## 10788 per_lm_alllm_p1_ep_tot
## 10789 per_lm_alllm_p1_preT_tot
## 10790 per_lm_alllm_p1_rur
## 10791 per_lm_alllm_p1_tot
## 10792 per_lm_alllm_p1_urb
## 10889 per_lm_pa.cba_ep_preT_tot
## 10890 per_lm_pa.cba_ep_tot
## 10891 per_lm_pa.cba_q1_preT_tot
## 10892 per_lm_pa.cba_q1_rur
## 10893 per_lm_pa.cba_q1_tot
## 10894 per_lm_pa.cba_q1_urb
## 10925 per_lm_pa_p0_ep_preT_tot
## 10926 per_lm_pa_p0_ep_tot
## 10927 per_lm_pa_p0_preT_tot
## 10928 per_lm_pa_p0_rur
## 10929 per_lm_pa_p0_tot
## 10930 per_lm_pa_p0_urb
## 10931 per_lm_pa_p1_ep_preT_tot
## 10932 per_lm_pa_p1_ep_tot
## 10933 per_lm_pa_p1_preT_tot
## 10934 per_lm_pa_p1_rur
## 10935 per_lm_pa_p1_tot
## 10936 per_lm_pa_p1_urb
## 11093 per_pr_allpr.cba_ep_preT_tot
## 11094 per_pr_allpr.cba_ep_tot
## 11095 per_pr_allpr.cba_q1_preT_tot
## 11096 per_pr_allpr.cba_q1_rur
## 11097 per_pr_allpr.cba_q1_tot
## 11098 per_pr_allpr.cba_q1_urb
## 11129 per_pr_allpr_p0_ep_preT_tot
## 11130 per_pr_allpr_p0_ep_tot
## 11131 per_pr_allpr_p0_preT_tot
## 11132 per_pr_allpr_p0_rur
## 11133 per_pr_allpr_p0_tot
## 11134 per_pr_allpr_p0_urb
## 11135 per_pr_allpr_p1_ep_preT_tot
## 11136 per_pr_allpr_p1_ep_tot
## 11137 per_pr_allpr_p1_preT_tot
## 11138 per_pr_allpr_p1_rur
## 11139 per_pr_allpr_p1_tot
## 11140 per_pr_allpr_p1_urb
## 11237 per_pr_dp.cba_ep_preT_tot
## 11238 per_pr_dp.cba_ep_tot
## 11239 per_pr_dp.cba_q1_preT_tot
## 11240 per_pr_dp.cba_q1_rur
## 11241 per_pr_dp.cba_q1_tot
## 11242 per_pr_dp.cba_q1_urb
## 11273 per_pr_dp_p0_ep_preT_tot
## 11274 per_pr_dp_p0_ep_tot
## 11275 per_pr_dp_p0_preT_tot
## 11276 per_pr_dp_p0_rur
## 11277 per_pr_dp_p0_tot
## 11278 per_pr_dp_p0_urb
## 11279 per_pr_dp_p1_ep_preT_tot
## 11280 per_pr_dp_p1_ep_tot
## 11281 per_pr_dp_p1_preT_tot
## 11282 per_pr_dp_p1_rur
## 11283 per_pr_dp_p1_tot
## 11284 per_pr_dp_p1_urb
## 11381 per_pr_ip.cba_ep_preT_tot
## 11382 per_pr_ip.cba_ep_tot
## 11383 per_pr_ip.cba_q1_preT_tot
## 11384 per_pr_ip.cba_q1_rur
## 11385 per_pr_ip.cba_q1_tot
## 11386 per_pr_ip.cba_q1_urb
## 11417 per_pr_ip_p0_ep_preT_tot
## 11418 per_pr_ip_p0_ep_tot
## 11419 per_pr_ip_p0_preT_tot
## 11420 per_pr_ip_p0_rur
## 11421 per_pr_ip_p0_tot
## 11422 per_pr_ip_p0_urb
## 11423 per_pr_ip_p1_ep_preT_tot
## 11424 per_pr_ip_p1_ep_tot
## 11425 per_pr_ip_p1_preT_tot
## 11426 per_pr_ip_p1_rur
## 11427 per_pr_ip_p1_tot
## 11428 per_pr_ip_p1_urb
## 11525 per_sa_allsa.cba_ep_preT_tot
## 11526 per_sa_allsa.cba_ep_tot
## 11527 per_sa_allsa.cba_q1_preT_tot
## 11528 per_sa_allsa.cba_q1_rur
## 11529 per_sa_allsa.cba_q1_tot
## 11530 per_sa_allsa.cba_q1_urb
## 11561 per_sa_allsa_p0_ep_preT_tot
## 11562 per_sa_allsa_p0_ep_tot
## 11563 per_sa_allsa_p0_preT_tot
## 11564 per_sa_allsa_p0_rur
## 11565 per_sa_allsa_p0_tot
## 11566 per_sa_allsa_p0_urb
## 11567 per_sa_allsa_p1_ep_preT_tot
## 11568 per_sa_allsa_p1_ep_tot
## 11569 per_sa_allsa_p1_preT_tot
## 11570 per_sa_allsa_p1_rur
## 11571 per_sa_allsa_p1_tot
## 11572 per_sa_allsa_p1_urb
## 11669 per_sa_cc.cba_ep_preT_tot
## 11670 per_sa_cc.cba_ep_tot
## 11671 per_sa_cc.cba_q1_preT_tot
## 11672 per_sa_cc.cba_q1_rur
## 11673 per_sa_cc.cba_q1_tot
## 11674 per_sa_cc.cba_q1_urb
## 11705 per_sa_cc_p0_ep_preT_tot
## 11706 per_sa_cc_p0_ep_tot
## 11707 per_sa_cc_p0_preT_tot
## 11708 per_sa_cc_p0_rur
## 11709 per_sa_cc_p0_tot
## 11710 per_sa_cc_p0_urb
## 11711 per_sa_cc_p1_ep_preT_tot
## 11712 per_sa_cc_p1_ep_tot
## 11713 per_sa_cc_p1_preT_tot
## 11714 per_sa_cc_p1_rur
## 11715 per_sa_cc_p1_tot
## 11716 per_sa_cc_p1_urb
## 11813 per_sa_ct.cba_ep_preT_tot
## 11814 per_sa_ct.cba_ep_tot
## 11815 per_sa_ct.cba_q1_preT_tot
## 11816 per_sa_ct.cba_q1_rur
## 11817 per_sa_ct.cba_q1_tot
## 11818 per_sa_ct.cba_q1_urb
## 11849 per_sa_ct_p0_ep_preT_tot
## 11850 per_sa_ct_p0_ep_tot
## 11851 per_sa_ct_p0_preT_tot
## 11852 per_sa_ct_p0_rur
## 11853 per_sa_ct_p0_tot
## 11854 per_sa_ct_p0_urb
## 11855 per_sa_ct_p1_ep_preT_tot
## 11856 per_sa_ct_p1_ep_tot
## 11857 per_sa_ct_p1_preT_tot
## 11858 per_sa_ct_p1_rur
## 11859 per_sa_ct_p1_tot
## 11860 per_sa_ct_p1_urb
## 11957 per_sa_fw.cba_ep_preT_tot
## 11958 per_sa_fw.cba_ep_tot
## 11959 per_sa_fw.cba_q1_preT_tot
## 11960 per_sa_fw.cba_q1_rur
## 11961 per_sa_fw.cba_q1_tot
## 11962 per_sa_fw.cba_q1_urb
## 11993 per_sa_fw_p0_ep_preT_tot
## 11994 per_sa_fw_p0_ep_tot
## 11995 per_sa_fw_p0_preT_tot
## 11996 per_sa_fw_p0_rur
## 11997 per_sa_fw_p0_tot
## 11998 per_sa_fw_p0_urb
## 11999 per_sa_fw_p1_ep_preT_tot
## 12000 per_sa_fw_p1_ep_tot
## 12001 per_sa_fw_p1_preT_tot
## 12002 per_sa_fw_p1_rur
## 12003 per_sa_fw_p1_tot
## 12004 per_sa_fw_p1_urb
## 12101 per_sa_ik.cba_ep_preT_tot
## 12102 per_sa_ik.cba_ep_tot
## 12103 per_sa_ik.cba_q1_preT_tot
## 12104 per_sa_ik.cba_q1_rur
## 12105 per_sa_ik.cba_q1_tot
## 12106 per_sa_ik.cba_q1_urb
## 12137 per_sa_ik_p0_ep_preT_tot
## 12138 per_sa_ik_p0_ep_tot
## 12139 per_sa_ik_p0_preT_tot
## 12140 per_sa_ik_p0_rur
## 12141 per_sa_ik_p0_tot
## 12142 per_sa_ik_p0_urb
## 12143 per_sa_ik_p1_ep_preT_tot
## 12144 per_sa_ik_p1_ep_tot
## 12145 per_sa_ik_p1_preT_tot
## 12146 per_sa_ik_p1_rur
## 12147 per_sa_ik_p1_tot
## 12148 per_sa_ik_p1_urb
## 12245 per_sa_os.cba_ep_preT_tot
## 12246 per_sa_os.cba_ep_tot
## 12247 per_sa_os.cba_q1_preT_tot
## 12248 per_sa_os.cba_q1_rur
## 12249 per_sa_os.cba_q1_tot
## 12250 per_sa_os.cba_q1_urb
## 12281 per_sa_os_p0_ep_preT_tot
## 12282 per_sa_os_p0_ep_tot
## 12283 per_sa_os_p0_preT_tot
## 12284 per_sa_os_p0_rur
## 12285 per_sa_os_p0_tot
## 12286 per_sa_os_p0_urb
## 12287 per_sa_os_p1_ep_preT_tot
## 12288 per_sa_os_p1_ep_tot
## 12289 per_sa_os_p1_preT_tot
## 12290 per_sa_os_p1_rur
## 12291 per_sa_os_p1_tot
## 12292 per_sa_os_p1_urb
## 12389 per_sa_pw.cba_ep_preT_tot
## 12390 per_sa_pw.cba_ep_tot
## 12391 per_sa_pw.cba_q1_preT_tot
## 12392 per_sa_pw.cba_q1_rur
## 12393 per_sa_pw.cba_q1_tot
## 12394 per_sa_pw.cba_q1_urb
## 12425 per_sa_pw_p0_ep_preT_tot
## 12426 per_sa_pw_p0_ep_tot
## 12427 per_sa_pw_p0_preT_tot
## 12428 per_sa_pw_p0_rur
## 12429 per_sa_pw_p0_tot
## 12430 per_sa_pw_p0_urb
## 12431 per_sa_pw_p1_ep_preT_tot
## 12432 per_sa_pw_p1_ep_tot
## 12433 per_sa_pw_p1_preT_tot
## 12434 per_sa_pw_p1_rur
## 12435 per_sa_pw_p1_tot
## 12436 per_sa_pw_p1_urb
## 12533 per_sa_sf.cba_ep_preT_tot
## 12534 per_sa_sf.cba_ep_tot
## 12535 per_sa_sf.cba_q1_preT_tot
## 12536 per_sa_sf.cba_q1_rur
## 12537 per_sa_sf.cba_q1_tot
## 12538 per_sa_sf.cba_q1_urb
## 12569 per_sa_sf_p0_ep_preT_tot
## 12570 per_sa_sf_p0_ep_tot
## 12571 per_sa_sf_p0_preT_tot
## 12572 per_sa_sf_p0_rur
## 12573 per_sa_sf_p0_tot
## 12574 per_sa_sf_p0_urb
## 12575 per_sa_sf_p1_ep_preT_tot
## 12576 per_sa_sf_p1_ep_tot
## 12577 per_sa_sf_p1_preT_tot
## 12578 per_sa_sf_p1_rur
## 12579 per_sa_sf_p1_tot
## 12580 per_sa_sf_p1_urb
## 12677 per_sa_sp.cba_ep_preT_tot
## 12678 per_sa_sp.cba_ep_tot
## 12679 per_sa_sp.cba_q1_preT_tot
## 12680 per_sa_sp.cba_q1_rur
## 12681 per_sa_sp.cba_q1_tot
## 12682 per_sa_sp.cba_q1_urb
## 12713 per_sa_sp_p0_ep_preT_tot
## 12714 per_sa_sp_p0_ep_tot
## 12715 per_sa_sp_p0_preT_tot
## 12716 per_sa_sp_p0_rur
## 12717 per_sa_sp_p0_tot
## 12718 per_sa_sp_p0_urb
## 12719 per_sa_sp_p1_ep_preT_tot
## 12720 per_sa_sp_p1_ep_tot
## 12721 per_sa_sp_p1_preT_tot
## 12722 per_sa_sp_p1_rur
## 12723 per_sa_sp_p1_tot
## 12724 per_sa_sp_p1_urb
## 12841 per_si_allsi.cba_ep_preT_tot
## 12842 per_si_allsi.cba_ep_tot
## 12843 per_si_allsi.cba_q1_preT_tot
## 12844 per_si_allsi.cba_q1_rur
## 12845 per_si_allsi.cba_q1_tot
## 12846 per_si_allsi.cba_q1_urb
## 12877 per_si_allsi_p0_ep_preT_tot
## 12878 per_si_allsi_p0_ep_tot
## 12879 per_si_allsi_p0_preT_tot
## 12880 per_si_allsi_p0_rur
## 12881 per_si_allsi_p0_tot
## 12882 per_si_allsi_p0_urb
## 12883 per_si_allsi_p1_ep_preT_tot
## 12884 per_si_allsi_p1_ep_tot
## 12885 per_si_allsi_p1_preT_tot
## 12886 per_si_allsi_p1_rur
## 12887 per_si_allsi_p1_tot
## 12888 per_si_allsi_p1_urb
## 12985 per_si_cp.cba_ep_preT_tot
## 12986 per_si_cp.cba_ep_tot
## 12987 per_si_cp.cba_q1_preT_tot
## 12988 per_si_cp.cba_q1_rur
## 12989 per_si_cp.cba_q1_tot
## 12990 per_si_cp.cba_q1_urb
## 13021 per_si_cp_p0_ep_preT_tot
## 13022 per_si_cp_p0_ep_tot
## 13023 per_si_cp_p0_preT_tot
## 13024 per_si_cp_p0_rur
## 13025 per_si_cp_p0_tot
## 13026 per_si_cp_p0_urb
## 13027 per_si_cp_p1_ep_preT_tot
## 13028 per_si_cp_p1_ep_tot
## 13029 per_si_cp_p1_preT_tot
## 13030 per_si_cp_p1_rur
## 13031 per_si_cp_p1_tot
## 13032 per_si_cp_p1_urb
## 13129 per_si_ss.cba_ep_preT_tot
## 13130 per_si_ss.cba_ep_tot
## 13131 per_si_ss.cba_q1_preT_tot
## 13132 per_si_ss.cba_q1_rur
## 13133 per_si_ss.cba_q1_tot
## 13134 per_si_ss.cba_q1_urb
## 13165 per_si_ss_p0_ep_preT_tot
## 13166 per_si_ss_p0_ep_tot
## 13167 per_si_ss_p0_preT_tot
## 13168 per_si_ss_p0_rur
## 13169 per_si_ss_p0_tot
## 13170 per_si_ss_p0_urb
## 13171 per_si_ss_p1_ep_preT_tot
## 13172 per_si_ss_p1_ep_tot
## 13173 per_si_ss_p1_preT_tot
## 13174 per_si_ss_p1_rur
## 13175 per_si_ss_p1_tot
## 13176 per_si_ss_p1_urb
## 13654 Q.1C0.1C0.C.9B.IFI.LMIM.1.ALL.NV.SDR.MOA
## 14003 SE.LPV.PRIM
## 14007 SE.LPV.PRIM.FE
## 14008 SE.LPV.PRIM.MA
## 14009 SE.LPV.PRIM.OOS
## 14010 SE.LPV.PRIM.OOS.FE
## 14011 SE.LPV.PRIM.OOS.MA
## 14934 SH.SGR.IRSK.ZS
## 15167 SH.UHC.CONS.TO
## 15168 SH.UHC.CONS.ZS
## 15169 SH.UHC.NOP1.CG
## 15170 SH.UHC.NOP1.TO
## 15171 SH.UHC.NOP1.ZG
## 15172 SH.UHC.NOP1.ZS
## 15173 SH.UHC.NOP2.CG
## 15174 SH.UHC.NOP2.TO
## 15175 SH.UHC.NOP2.ZG
## 15176 SH.UHC.NOP2.ZS
## 15233 SI.POV.2DAY
## 15234 SI.POV.ATTM.MI
## 15235 SI.POV.BPL
## 15236 SI.POV.DDAY
## 15237 SI.POV.DDAY.14
## 15238 SI.POV.DDAY.1564
## 15239 SI.POV.DDAY.16.PL
## 15240 SI.POV.DDAY.16.PR
## 15241 SI.POV.DDAY.16.SG
## 15242 SI.POV.DDAY.16.ST
## 15243 SI.POV.DDAY.65
## 15244 SI.POV.DDAY.CV
## 15245 SI.POV.DDAY.FE
## 15246 SI.POV.DDAY.GR
## 15247 SI.POV.DDAY.MA
## 15248 SI.POV.DDAY.MI
## 15249 SI.POV.DDAY.RE
## 15250 SI.POV.DDAY.RU
## 15252 SI.POV.DDAY.UR
## 15253 SI.POV.ELEC.MI
## 15254 SI.POV.ENRL.MI
## 15255 SI.POV.GAP2
## 15256 SI.POV.GAPS
## 15258 SI.POV.HCRT.MI
## 15259 SI.POV.LMIC
## 15260 SI.POV.LMIC.GP
## 15261 SI.POV.LMIC.GR
## 15263 SI.POV.LMIC.RE
## 15264 SI.POV.MDIM
## 15265 SI.POV.MDIM.17
## 15266 SI.POV.MDIM.17.XQ
## 15267 SI.POV.MDIM.FE
## 15268 SI.POV.MDIM.HH
## 15269 SI.POV.MDIM.IT
## 15270 SI.POV.MDIM.MA
## 15271 SI.POV.MDIM.XQ
## 15272 SI.POV.NAGP
## 15273 SI.POV.NAGP.NC
## 15274 SI.POV.NAHC
## 15275 SI.POV.NAHC.NC
## 15276 SI.POV.NAPL
## 15277 SI.POV.NAPR.ZS
## 15278 SI.POV.NGAP
## 15280 SI.POV.NSEV
## 15281 SI.POV.RUGP
## 15282 SI.POV.RUGP.NC
## 15283 SI.POV.RUHC
## 15284 SI.POV.RUHC.NC
## 15285 SI.POV.SANI.MI
## 15286 SI.POV.UMIC
## 15287 SI.POV.UMIC.GP
## 15288 SI.POV.UMIC.GR
## 15290 SI.POV.UMIC.RE
## 15291 SI.POV.URGP
## 15292 SI.POV.URGP.NC
## 15293 SI.POV.URHC
## 15294 SI.POV.URHC.NC
## 15295 SI.POV.WATR.MI
## 16786 UIS.NAR.1.Q1
## 16787 UIS.NAR.1.Q1.F
## 16789 UIS.NAR.1.Q1.M
## 16790 UIS.NAR.1.Q2
## 16791 UIS.NAR.1.Q2.F
## 16793 UIS.NAR.1.Q2.M
## 16794 UIS.NAR.1.Q3
## 16795 UIS.NAR.1.Q3.F
## 16797 UIS.NAR.1.Q3.M
## 16798 UIS.NAR.1.Q4
## 16799 UIS.NAR.1.Q4.F
## 16801 UIS.NAR.1.Q4.M
## 16802 UIS.NAR.1.Q5
## 16803 UIS.NAR.1.Q5.F
## 16805 UIS.NAR.1.Q5.M
## 16818 UIS.NAR.2.Q1
## 16819 UIS.NAR.2.Q1.F
## 16821 UIS.NAR.2.Q1.M
## 16822 UIS.NAR.2.Q2
## 16823 UIS.NAR.2.Q2.F
## 16825 UIS.NAR.2.Q2.M
## 16826 UIS.NAR.2.Q3
## 16827 UIS.NAR.2.Q3.F
## 16829 UIS.NAR.2.Q3.M
## 16830 UIS.NAR.2.Q4
## 16831 UIS.NAR.2.Q4.F
## 16833 UIS.NAR.2.Q4.M
## 16834 UIS.NAR.2.Q5
## 16835 UIS.NAR.2.Q5.F
## 16837 UIS.NAR.2.Q5.M
## 16850 UIS.NART.2.Q1
## 16851 UIS.NART.2.Q1.F
## 16853 UIS.NART.2.Q1.M
## 16854 UIS.NART.2.Q2
## 16855 UIS.NART.2.Q2.F
## 16857 UIS.NART.2.Q2.M
## 16858 UIS.NART.2.Q3
## 16859 UIS.NART.2.Q3.F
## 16861 UIS.NART.2.Q3.M
## 16862 UIS.NART.2.Q4
## 16863 UIS.NART.2.Q4.F
## 16865 UIS.NART.2.Q4.M
## 16866 UIS.NART.2.Q5
## 16867 UIS.NART.2.Q5.F
## 16869 UIS.NART.2.Q5.M
## 17105 UIS.ROFST.H.1.Q1
## 17106 UIS.ROFST.H.1.Q1.F
## 17107 UIS.ROFST.H.1.Q1.M
## 17108 UIS.ROFST.H.1.Q2
## 17109 UIS.ROFST.H.1.Q2.F
## 17110 UIS.ROFST.H.1.Q2.M
## 17111 UIS.ROFST.H.1.Q3
## 17112 UIS.ROFST.H.1.Q3.F
## 17113 UIS.ROFST.H.1.Q3.M
## 17114 UIS.ROFST.H.1.Q4
## 17115 UIS.ROFST.H.1.Q4.F
## 17116 UIS.ROFST.H.1.Q4.M
## 17117 UIS.ROFST.H.1.Q5
## 17118 UIS.ROFST.H.1.Q5.F
## 17119 UIS.ROFST.H.1.Q5.M
## 17128 UIS.ROFST.H.2.M
## 17129 UIS.ROFST.H.2.Q1
## 17130 UIS.ROFST.H.2.Q1.F
## 17131 UIS.ROFST.H.2.Q1.M
## 17132 UIS.ROFST.H.2.Q2
## 17133 UIS.ROFST.H.2.Q2.F
## 17134 UIS.ROFST.H.2.Q2.M
## 17135 UIS.ROFST.H.2.Q3
## 17136 UIS.ROFST.H.2.Q3.F
## 17137 UIS.ROFST.H.2.Q3.M
## 17138 UIS.ROFST.H.2.Q4
## 17139 UIS.ROFST.H.2.Q4.F
## 17140 UIS.ROFST.H.2.Q4.M
## 17141 UIS.ROFST.H.2.Q5
## 17142 UIS.ROFST.H.2.Q5.F
## 17143 UIS.ROFST.H.2.Q5.M
## indicator
## 1 Poverty Headcount ($1.90 a day)
## 2 Poverty Headcount ($2.50 a day)
## 3 Middle Class ($10-50 a day) Headcount
## 4 Official Moderate Poverty Rate-National
## 5 Poverty Headcount ($4 a day)
## 6 Vulnerable ($4-10 a day) Headcount
## 7 Poverty Gap ($1.90 a day)
## 8 Poverty Gap ($2.50 a day)
## 9 Poverty Gap ($4 a day)
## 10 Poverty Severity ($1.90 a day)
## 11 Poverty Severity ($2.50 a day)
## 12 Poverty Severity ($4 a day)
## 13 Poverty Headcount ($1.90 a day)-Rural
## 14 Poverty Headcount ($2.50 a day)-Rural
## 15 Middle Class ($10-50 a day) Headcount-Rural
## 16 Official Moderate Poverty Rate- Rural
## 17 Poverty Headcount ($4 a day)-Rural
## 18 Vulnerable ($4-10 a day) Headcount-Rural
## 19 Poverty Gap ($1.90 a day)-Rural
## 20 Poverty Gap ($2.50 a day)-Rural
## 21 Poverty Gap ($4 a day)-Rural
## 22 Poverty Severity ($1.90 a day)-Rural
## 23 Poverty Severity ($2.50 a day)-Rural
## 24 Poverty Severity ($4 a day)-Rural
## 28 Poverty Headcount ($1.90 a day)-Urban
## 29 Poverty Headcount ($2.50 a day)-Urban
## 30 Middle Class ($10-50 a day) Headcount-Urban
## 31 Official Moderate Poverty Rate-Urban
## 32 Poverty Headcount ($4 a day)-Urban
## 33 Vulnerable ($4-10 a day) Headcount-Urban
## 34 Poverty Gap ($1.90 a day)-Urban
## 35 Poverty Gap ($2.50 a day)-Urban
## 36 Poverty Gap ($4 a day)-Urban
## 37 Poverty Severity ($1.90 a day)-Urban
## 38 Poverty Severity ($2.50 a day)-Urban
## 39 Poverty Severity ($4 a day)-Urban
## 450 Poverty survey
## 667 Income poverty
## 668 Child malnutrition
## 669 Child mortality
## 676 Per capita GDP growth
## 704 Labor Income Poverty Index
## 3167 Use of IMF credit (DOD, current US$)
## 4077 Status under enhanced HIPC initiative
## 4544 Net financial flows, IMF concessional (NFL, current US$)
## 5239 Economic Fitness Metric
## 5240 Economic Fitness Metric
## 5242 Universal Economic Fitness Metric
## 7465 Proportion of population pushed below the 60% median consumption poverty line by out-of-pocket health care expenditure (%)
## 7466 Proportion of population pushed below the 60% median consumption poverty line by out-of-pocket health care expenditure (%): Q1 (lowest)
## 7467 Proportion of population pushed below the 60% median consumption poverty line by out-of-pocket health care expenditure (%): Q2
## 7468 Proportion of population pushed below the 60% median consumption poverty line by out-of-pocket health care expenditure (%): Q3
## 7469 Proportion of population pushed below the 60% median consumption poverty line by out-of-pocket health care expenditure (%): Q4
## 7470 Proportion of population pushed below the 60% median consumption poverty line by out-of-pocket health care expenditure (%): Q5 (highest)
## 7471 Change in poverty gap due to out-of-pocket health spending ($ 2011 PPP), $1.90 poverty line
## 7472 Proportion of population pushed below the $1.90 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%)
## 7473 Proportion of population pushed below the $1.90 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q1 (lowest)
## 7474 Proportion of population pushed below the $1.90 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q2
## 7475 Proportion of population pushed below the $1.90 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q3
## 7476 Proportion of population pushed below the $1.90 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q4
## 7477 Proportion of population pushed below the $1.90 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q5 (highest)
## 7478 Change in poverty gap due to out-of-pocket health spending ($ 2011 PPP), $3.20 poverty line
## 7479 Proportion of population pushed below the $3.20 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%)
## 7480 Proportion of population pushed below the $3.20 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q1 (lowest)
## 7481 Proportion of population pushed below the $3.20 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q2
## 7482 Proportion of population pushed below the $3.20 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q3
## 7483 Proportion of population pushed below the $3.20 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q4
## 7484 Proportion of population pushed below the $3.20 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q5 (highest)
## 7485 Change in poverty gap due to out-of-pocket health spending ($ 2011 PPP), $5.50 poverty line
## 7486 Proportion of population pushed below the $5.50 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%)
## 7487 Proportion of population pushed below the $5.50 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q1 (lowest)
## 7488 Proportion of population pushed below the $5.50 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q2
## 7489 Proportion of population pushed below the $5.50 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q3
## 7490 Proportion of population pushed below the $5.50 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q4
## 7491 Proportion of population pushed below the $5.50 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q5 (highest)
## 7492 Change in poverty gap due to out-of-pocket health spending ($ 2011 PPP), $21.70 poverty line
## 7493 Proportion of population pushed below the $21.70 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%)
## 7494 Proportion of population pushed below the $21.70 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q1 (lowest)
## 7495 Proportion of population pushed below the $21.70 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q2
## 7496 Proportion of population pushed below the $21.70 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q3
## 7497 Proportion of population pushed below the $21.70 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q4
## 7498 Proportion of population pushed below the $21.70 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%): Q5 (highest)
## 7499 Proportion of population pushed by out-of-pocket health care expenditure below the societal poverty line, defined as the higher of the $1.90 ($ 2011 PPP) poverty line and a 50% of median consumption poverty line (%)
## 7500 Proportion of population pushed by out-of-pocket health care expenditure below the societal poverty line, defined as the higher of the $1.90 ($ 2011 PPP) poverty line and a 50% of median consumption poverty line (%)Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â : Q1 (lowest)
## 7501 Proportion of population pushed by out-of-pocket health care expenditure below the societal poverty line, defined as the higher of the $1.90 ($ 2011 PPP) poverty line and a 50% of median consumption poverty line (%)Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â : Q2
## 7502 Proportion of population pushed by out-of-pocket health care expenditure below the societal poverty line, defined as the higher of the $1.90 ($ 2011 PPP) poverty line and a 50% of median consumption poverty line (%)Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â : Q3
## 7503 Proportion of population pushed by out-of-pocket health care expenditure below the societal poverty line, defined as the higher of the $1.90 ($ 2011 PPP) poverty line and a 50% of median consumption poverty line (%)Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â : Q4
## 7504 Proportion of population pushed by out-of-pocket health care expenditure below the societal poverty line, defined as the higher of the $1.90 ($ 2011 PPP) poverty line and a 50% of median consumption poverty line (%)Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â : Q5 (highest)
## 7533 DHS: Gross attendance rate. Post Secondary. Quintile 1
## 7534 DHS: Gross attendance rate. Post Secondary. Quintile 2
## 7535 DHS: Gross attendance rate. Post Secondary. Quintile 3
## 7536 DHS: Gross attendance rate. Post Secondary. Quintile 4
## 7537 DHS: Gross attendance rate. Post Secondary. Quintile 5
## 7543 DHS: Net attendance rate. Primary. Quintile 1
## 7544 DHS: Net attendance rate. Primary. Quintile 2
## 7545 DHS: Net attendance rate. Primary. Quintile 3
## 7546 DHS: Net attendance rate. Primary. Quintile 4
## 7547 DHS: Net attendance rate. Primary. Quintile 5
## 7553 DHS: Net attendance rate. Secondary. Quintile 1
## 7554 DHS: Net attendance rate. Secondary. Quintile 2
## 7555 DHS: Net attendance rate. Secondary. Quintile 3
## 7556 DHS: Net attendance rate. Secondary. Quintile 4
## 7557 DHS: Net attendance rate. Secondary. Quintile 5
## 7563 DHS: Net intake rate for the first grade of primary education. Quintile 1
## 7564 DHS: Net intake rate for the first grade of primary education. Quintile 2
## 7565 DHS: Net intake rate for the first grade of primary education. Quintile 3
## 7566 DHS: Net intake rate for the first grade of primary education. Quintile 4
## 7567 DHS: Net intake rate for the first grade of primary education. Quintile 5
## 7573 DHS: Proportion of out-of-school. Primary. Quintile 1
## 7574 DHS: Proportion of out-of-school. Primary. Quintile 2
## 7575 DHS: Proportion of out-of-school. Primary. Quintile 3
## 7576 DHS: Proportion of out-of-school. Primary. Quintile 4
## 7577 DHS: Proportion of out-of-school. Primary. Quintile 5
## 7583 DHS: Typology of out-of-school children. Primary. Dropped out. Quintile 1
## 7584 DHS: Typology of out-of-school children. Primary. Dropped out. Quintile 2
## 7585 DHS: Typology of out-of-school children. Primary. Dropped out. Quintile 3
## 7586 DHS: Typology of out-of-school children. Primary. Dropped out. Quintile 4
## 7587 DHS: Typology of out-of-school children. Primary. Dropped out. Quintile 5
## 7593 DHS: Typology of out-of-school children. Primary. Late entry. Quintile 1
## 7594 DHS: Typology of out-of-school children. Primary. Late entry. Quintile 2
## 7595 DHS: Typology of out-of-school children. Primary. Late entry. Quintile 3
## 7596 DHS: Typology of out-of-school children. Primary. Late entry. Quintile 4
## 7597 DHS: Typology of out-of-school children. Primary. Late entry. Quintile 5
## 7603 DHS: Typology of out-of-school children. Primary. Never in school. Quintile 1
## 7604 DHS: Typology of out-of-school children. Primary. Never in school. Quintile 2
## 7605 DHS: Typology of out-of-school children. Primary. Never in school. Quintile 3
## 7606 DHS: Typology of out-of-school children. Primary. Never in school. Quintile 4
## 7607 DHS: Typology of out-of-school children. Primary. Never in school. Quintile 5
## 7613 DHS: Primary completion rate. Quintile 1
## 7614 DHS: Primary completion rate. Quintile 2
## 7615 DHS: Primary completion rate. Quintile 3
## 7616 DHS: Primary completion rate. Quintile 4
## 7617 DHS: Primary completion rate. Quintile 5
## 7623 DHS: Secondary completion rate. Quintile 1
## 7624 DHS: Secondary completion rate. Quintile 2
## 7625 DHS: Secondary completion rate. Quintile 3
## 7626 DHS: Secondary completion rate. Quintile 4
## 7627 DHS: Secondary completion rate. Quintile 5
## 7633 DHS: Transition rate. Primary to Secondary. Quintile 1
## 7634 DHS: Transition rate. Primary to Secondary. Quintile 2
## 7635 DHS: Transition rate. Primary to Secondary. Quintile 3
## 7636 DHS: Transition rate. Primary to Secondary. Quintile 4
## 7637 DHS: Transition rate. Primary to Secondary. Quintile 5
## 7643 DHS: Average years of schooling by age group. Age 15-19. Quintile 1
## 7644 DHS: Average years of schooling by age group. Age 15-19. Quintile 2
## 7645 DHS: Average years of schooling by age group. Age 15-19. Quintile 3
## 7646 DHS: Average years of schooling by age group. Age 15-19. Quintile 4
## 7647 DHS: Average years of schooling by age group. Age 15-19. Quintile 5
## 7653 DHS: Gini coefficient of average years of schooling. Age 15+. Quintile 1
## 7654 DHS: Gini coefficient of average years of schooling. Age 15+. Quintile 2
## 7655 DHS: Gini coefficient of average years of schooling. Age 15+. Quintile 3
## 7656 DHS: Gini coefficient of average years of schooling. Age 15+. Quintile 4
## 7657 DHS: Gini coefficient of average years of schooling. Age 15+. Quintile 5
## 7663 MICS: Gross attendance rate. Post Secondary. Quintile 1
## 7664 MICS: Gross attendance rate. Post Secondary. Quintile 2
## 7665 MICS: Gross attendance rate. Post Secondary. Quintile 3
## 7666 MICS: Gross attendance rate. Post Secondary. Quintile 4
## 7667 MICS: Gross attendance rate. Post Secondary. Quintile 5
## 7673 MICS: Net attendance rate. Primary. Quintile 1
## 7674 MICS: Net attendance rate. Primary. Quintile 2
## 7675 MICS: Net attendance rate. Primary. Quintile 3
## 7676 MICS: Net attendance rate. Primary. Quintile 4
## 7677 MICS: Net attendance rate. Primary. Quintile 5
## 7683 MICS: Net attendance rate. Secondary. Quintile 1
## 7684 MICS: Net attendance rate. Secondary. Quintile 2
## 7685 MICS: Net attendance rate. Secondary. Quintile 3
## 7686 MICS: Net attendance rate. Secondary. Quintile 4
## 7687 MICS: Net attendance rate. Secondary. Quintile 5
## 7693 MICS: Proportion of out-of-school. Primary. Quintile 1
## 7694 MICS: Proportion of out-of-school. Primary. Quintile 2
## 7695 MICS: Proportion of out-of-school. Primary. Quintile 3
## 7696 MICS: Proportion of out-of-school. Primary. Quintile 4
## 7697 MICS: Proportion of out-of-school. Primary. Quintile 5
## 7703 MICS: Typology of out-of-school children. Primary. Dropped out. Quintile 1
## 7704 MICS: Typology of out-of-school children. Primary. Dropped out. Quintile 2
## 7705 MICS: Typology of out-of-school children. Primary. Dropped out. Quintile 3
## 7706 MICS: Typology of out-of-school children. Primary. Dropped out. Quintile 4
## 7707 MICS: Typology of out-of-school children. Primary. Dropped out. Quintile 5
## 7713 MICS: Typology of out-of-school children. Primary. Late entry. Quintile 1
## 7714 MICS: Typology of out-of-school children. Primary. Late entry. Quintile 2
## 7715 MICS: Typology of out-of-school children. Primary. Late entry. Quintile 3
## 7716 MICS: Typology of out-of-school children. Primary. Late entry. Quintile 4
## 7717 MICS: Typology of out-of-school children. Primary. Late entry. Quintile 5
## 7723 MICS: Typology of out-of-school children. Primary. Never in school. Quintile 1
## 7724 MICS: Typology of out-of-school children. Primary. Never in school. Quintile 2
## 7725 MICS: Typology of out-of-school children. Primary. Never in school. Quintile 3
## 7726 MICS: Typology of out-of-school children. Primary. Never in school. Quintile 4
## 7727 MICS: Typology of out-of-school children. Primary. Never in school. Quintile 5
## 7733 MICS: Primary completion rate. Quintile 1
## 7734 MICS: Primary completion rate. Quintile 2
## 7735 MICS: Primary completion rate. Quintile 3
## 7736 MICS: Primary completion rate. Quintile 4
## 7737 MICS: Primary completion rate. Quintile 5
## 7743 MICS: Secondary completion rate. Quintile 1
## 7744 MICS: Secondary completion rate. Quintile 2
## 7745 MICS: Secondary completion rate. Quintile 3
## 7746 MICS: Secondary completion rate. Quintile 4
## 7747 MICS: Secondary completion rate. Quintile 5
## 7753 MICS: Transition rate. Primary to Secondary. Quintile 1
## 7754 MICS: Transition rate. Primary to Secondary. Quintile 2
## 7755 MICS: Transition rate. Primary to Secondary. Quintile 3
## 7756 MICS: Transition rate. Primary to Secondary. Quintile 4
## 7757 MICS: Transition rate. Primary to Secondary. Quintile 5
## 7763 MICS: Average years of schooling by age group. Age 15-19. Quintile 1
## 7764 MICS: Average years of schooling by age group. Age 15-19. Quintile 2
## 7765 MICS: Average years of schooling by age group. Age 15-19. Quintile 3
## 7766 MICS: Average years of schooling by age group. Age 15-19. Quintile 4
## 7767 MICS: Average years of schooling by age group. Age 15-19. Quintile 5
## 7773 MICS: Gini coefficient of average years of schooling. Age 15+. Quintile 1
## 7774 MICS: Gini coefficient of average years of schooling. Age 15+. Quintile 2
## 7775 MICS: Gini coefficient of average years of schooling. Age 15+. Quintile 3
## 7776 MICS: Gini coefficient of average years of schooling. Age 15+. Quintile 4
## 7777 MICS: Gini coefficient of average years of schooling. Age 15+. Quintile 5
## 8314 Poverty HCR Estimates (%) - Rural
## 8315 Poverty HCR Estimates (%) - Total
## 8316 Poverty HCR Estimates (%) - Urban
## 8403 CPIA equity of public resource use rating (1=low to 6=high)
## 9663 Human Development
## 10457 Benefit-cost ratio - All Social Protection and Labor -extreme poor (<$1.90 PPP a day) (preT)
## 10458 Benefit-cost ratio - All Social Protection and Labor -extreme poor (<$1.90 PPP a day)
## 10459 Benefit-cost ratio - All Social Protection and Labor -1st quintile (poorest) (preT)
## 10460 Benefit-cost ratio - All Social Protection and Labor -1st quintile (poorest) -rural
## 10461 Benefit-cost ratio - All Social Protection and Labor -1st quintile (poorest)
## 10462 Benefit-cost ratio - All Social Protection and Labor - 1st quintile (poorest) -urban
## 10493 Poverty Headcount reduction (%) - All Social Protection and Labor -extreme poor (<$1.90 PPP a day) (preT)
## 10494 Poverty Headcount reduction (%) - All Social Protection and Labor -extreme poor (<$1.90 PPP a day)
## 10495 Poverty Headcount reduction (%) - All Social Protection and Labor -1st quintile (poorest) (preT)
## 10496 Poverty Headcount reduction (%) - All Social Protection and Labor -1st quintile (poorest) -rural
## 10497 Poverty Headcount reduction (%) - All Social Protection and Labor -1st quintile (poorest)
## 10498 Poverty Headcount reduction (%) - All Social Protection and Labor - 1st quintile (poorest) -urban
## 10499 Poverty Gap reduction (%) - All Social Protection and Labor -extreme poor (<$1.90 PPP a day) (preT)
## 10500 Poverty Gap reduction (%) - All Social Protection and Labor -extreme poor (<$1.90 PPP a day)
## 10501 Poverty Gap reduction (%) - All Social Protection and Labor -1st quintile (poorest) (preT)
## 10502 Poverty Gap reduction (%) - All Social Protection and Labor -1st quintile (poorest) -rural
## 10503 Poverty Gap reduction (%) - All Social Protection and Labor -1st quintile (poorest)
## 10504 Poverty Gap reduction (%) - All Social Protection and Labor - 1st quintile (poorest) -urban
## 10601 Benefit-cost ratio - Active Labor Market -extreme poor (<$1.90 PPP a day) (preT)
## 10602 Benefit-cost ratio - Active Labor Market -extreme poor (<$1.90 PPP a day)
## 10603 Benefit-cost ratio - Active Labor Market -1st quintile (poorest) (preT)
## 10604 Benefit-cost ratio - Active Labor Market -1st quintile (poorest) -rural
## 10605 Benefit-cost ratio - Active Labor Market -1st quintile (poorest)
## 10606 Benefit-cost ratio - Active Labor Market - 1st quintile (poorest) -urban
## 10637 Poverty Headcount reduction (%) - Active Labor Market -extreme poor (<$1.90 PPP a day) (preT)
## 10638 Poverty Headcount reduction (%) - Active Labor Market -extreme poor (<$1.90 PPP a day)
## 10639 Poverty Headcount reduction (%) - Active Labor Market -1st quintile (poorest) (preT)
## 10640 Poverty Headcount reduction (%) - Active Labor Market -1st quintile (poorest) -rural
## 10641 Poverty Headcount reduction (%) - Active Labor Market -1st quintile (poorest)
## 10642 Poverty Headcount reduction (%) - Active Labor Market - 1st quintile (poorest) -urban
## 10643 Poverty Gap reduction (%) - Active Labor Market -extreme poor (<$1.90 PPP a day) (preT)
## 10644 Poverty Gap reduction (%) - Active Labor Market -extreme poor (<$1.90 PPP a day)
## 10645 Poverty Gap reduction (%) - Active Labor Market -1st quintile (poorest) (preT)
## 10646 Poverty Gap reduction (%) - Active Labor Market -1st quintile (poorest) -rural
## 10647 Poverty Gap reduction (%) - Active Labor Market -1st quintile (poorest)
## 10648 Poverty Gap reduction (%) - Active Labor Market - 1st quintile (poorest) -urban
## 10745 Benefit-cost ratio - All Labor Market -extreme poor (<$1.90 PPP a day) (preT)
## 10746 Benefit-cost ratio - All Labor Market -extreme poor (<$1.90 PPP a day)
## 10747 Benefit-cost ratio - All Labor Market -1st quintile (poorest) (preT)
## 10748 Benefit-cost ratio - All Labor Market -1st quintile (poorest) -rural
## 10749 Benefit-cost ratio - All Labor Market -1st quintile (poorest)
## 10750 Benefit-cost ratio - All Labor Market - 1st quintile (poorest) -urban
## 10781 Poverty Headcount reduction (%) - All Labor Market -extreme poor (<$1.90 PPP a day) (preT)
## 10782 Poverty Headcount reduction (%) - All Labor Market -extreme poor (<$1.90 PPP a day)
## 10783 Poverty Headcount reduction (%) - All Labor Market -1st quintile (poorest) (preT)
## 10784 Poverty Headcount reduction (%) - All Labor Market -1st quintile (poorest) -rural
## 10785 Poverty Headcount reduction (%) - All Labor Market -1st quintile (poorest)
## 10786 Poverty Headcount reduction (%) - All Labor Market - 1st quintile (poorest) -urban
## 10787 Poverty Gap reduction (%) - All Labor Market -extreme poor (<$1.90 PPP a day) (preT)
## 10788 Poverty Gap reduction (%) - All Labor Market -extreme poor (<$1.90 PPP a day)
## 10789 Poverty Gap reduction (%) - All Labor Market -1st quintile (poorest) (preT)
## 10790 Poverty Gap reduction (%) - All Labor Market -1st quintile (poorest) -rural
## 10791 Poverty Gap reduction (%) - All Labor Market -1st quintile (poorest)
## 10792 Poverty Gap reduction (%) - All Labor Market - 1st quintile (poorest) -urban
## 10889 Benefit-cost ratio - Passive Labor Market -extreme poor (<$1.90 PPP a day) (preT)
## 10890 Benefit-cost ratio - Passive Labor Market -extreme poor (<$1.90 PPP a day)
## 10891 Benefit-cost ratio - Passive Labor Market -1st quintile (poorest) (preT)
## 10892 Benefit-cost ratio - Passive Labor Market -1st quintile (poorest) -rural
## 10893 Benefit-cost ratio - Passive Labor Market -1st quintile (poorest)
## 10894 Benefit-cost ratio - Passive Labor Market - 1st quintile (poorest) -urban
## 10925 Poverty Headcount reduction (%) - Passive Labor Market -extreme poor (<$1.90 PPP a day) (preT)
## 10926 Poverty Headcount reduction (%) - Passive Labor Market -extreme poor (<$1.90 PPP a day)
## 10927 Poverty Headcount reduction (%) - Passive Labor Market -1st quintile (poorest) (preT)
## 10928 Poverty Headcount reduction (%) - Passive Labor Market -1st quintile (poorest) -rural
## 10929 Poverty Headcount reduction (%) - Passive Labor Market -1st quintile (poorest)
## 10930 Poverty Headcount reduction (%) - Passive Labor Market - 1st quintile (poorest) -urban
## 10931 Poverty Gap reduction (%) - Passive Labor Market -extreme poor (<$1.90 PPP a day) (preT)
## 10932 Poverty Gap reduction (%) - Passive Labor Market -extreme poor (<$1.90 PPP a day)
## 10933 Poverty Gap reduction (%) - Passive Labor Market -1st quintile (poorest) (preT)
## 10934 Poverty Gap reduction (%) - Passive Labor Market -1st quintile (poorest) -rural
## 10935 Poverty Gap reduction (%) - Passive Labor Market -1st quintile (poorest)
## 10936 Poverty Gap reduction (%) - Passive Labor Market - 1st quintile (poorest) -urban
## 11093 Benefit-cost ratio - All Private Transfers -extreme poor (<$1.90 PPP a day) (preT)
## 11094 Benefit-cost ratio - All Private Transfers -extreme poor (<$1.90 PPP a day)
## 11095 Benefit-cost ratio - All Private Transfers -1st quintile (poorest) (preT)
## 11096 Benefit-cost ratio - All Private Transfers -1st quintile (poorest) -rural
## 11097 Benefit-cost ratio - All Private Transfers -1st quintile (poorest)
## 11098 Benefit-cost ratio - All Private Transfers - 1st quintile (poorest) -urban
## 11129 Poverty Headcount reduction (%) - All Private Transfers -extreme poor (<$1.90 PPP a day) (preT)
## 11130 Poverty Headcount reduction (%) - All Private Transfers -extreme poor (<$1.90 PPP a day)
## 11131 Poverty Headcount reduction (%) - All Private Transfers -1st quintile (poorest) (preT)
## 11132 Poverty Headcount reduction (%) - All Private Transfers -1st quintile (poorest) -rural
## 11133 Poverty Headcount reduction (%) - All Private Transfers -1st quintile (poorest)
## 11134 Poverty Headcount reduction (%) - All Private Transfers - 1st quintile (poorest) -urban
## 11135 Poverty Gap reduction (%) - All Private Transfers -extreme poor (<$1.90 PPP a day) (preT)
## 11136 Poverty Gap reduction (%) - All Private Transfers -extreme poor (<$1.90 PPP a day)
## 11137 Poverty Gap reduction (%) - All Private Transfers -1st quintile (poorest) (preT)
## 11138 Poverty Gap reduction (%) - All Private Transfers -1st quintile (poorest) -rural
## 11139 Poverty Gap reduction (%) - All Private Transfers -1st quintile (poorest)
## 11140 Poverty Gap reduction (%) - All Private Transfers - 1st quintile (poorest) -urban
## 11237 Benefit-cost ratio - Domestic Private Transfers -extreme poor (<$1.90 PPP a day) (preT)
## 11238 Benefit-cost ratio - Domestic Private Transfers -extreme poor (<$1.90 PPP a day)
## 11239 Benefit-cost ratio - Domestic Private Transfers -1st quintile (poorest) (preT)
## 11240 Benefit-cost ratio - Domestic Private Transfers -1st quintile (poorest) -rural
## 11241 Benefit-cost ratio - Domestic Private Transfers -1st quintile (poorest)
## 11242 Benefit-cost ratio - Domestic Private Transfers - 1st quintile (poorest) -urban
## 11273 Poverty Headcount reduction (%) - Domestic Private Transfers -extreme poor (<$1.90 PPP a day) (preT)
## 11274 Poverty Headcount reduction (%) - Domestic Private Transfers -extreme poor (<$1.90 PPP a day)
## 11275 Poverty Headcount reduction (%) - Domestic Private Transfers -1st quintile (poorest) (preT)
## 11276 Poverty Headcount reduction (%) - Domestic Private Transfers -1st quintile (poorest) -rural
## 11277 Poverty Headcount reduction (%) - Domestic Private Transfers -1st quintile (poorest)
## 11278 Poverty Headcount reduction (%) - Domestic Private Transfers - 1st quintile (poorest) -urban
## 11279 Poverty Gap reduction (%) - Domestic Private Transfers -extreme poor (<$1.90 PPP a day) (preT)
## 11280 Poverty Gap reduction (%) - Domestic Private Transfers -extreme poor (<$1.90 PPP a day)
## 11281 Poverty Gap reduction (%) - Domestic Private Transfers -1st quintile (poorest) (preT)
## 11282 Poverty Gap reduction (%) - Domestic Private Transfers -1st quintile (poorest) -rural
## 11283 Poverty Gap reduction (%) - Domestic Private Transfers -1st quintile (poorest)
## 11284 Poverty Gap reduction (%) - Domestic Private Transfers - 1st quintile (poorest) -urban
## 11381 Benefit-cost ratio - International Private Transfers -extreme poor (<$1.90 PPP a day) (preT)
## 11382 Benefit-cost ratio - International Private Transfers -extreme poor (<$1.90 PPP a day)
## 11383 Benefit-cost ratio - International Private Transfers -1st quintile (poorest) (preT)
## 11384 Benefit-cost ratio - International Private Transfers -1st quintile (poorest) -rural
## 11385 Benefit-cost ratio - International Private Transfers -1st quintile (poorest)
## 11386 Benefit-cost ratio - International Private Transfers - 1st quintile (poorest) -urban
## 11417 Poverty Headcount reduction (%) - International Private Transfers -extreme poor (<$1.90 PPP a day) (preT)
## 11418 Poverty Headcount reduction (%) - International Private Transfers -extreme poor (<$1.90 PPP a day)
## 11419 Poverty Headcount reduction (%) - International Private Transfers -1st quintile (poorest) (preT)
## 11420 Poverty Headcount reduction (%) - International Private Transfers -1st quintile (poorest) -rural
## 11421 Poverty Headcount reduction (%) - International Private Transfers -1st quintile (poorest)
## 11422 Poverty Headcount reduction (%) - International Private Transfers - 1st quintile (poorest) -urban
## 11423 Poverty Gap reduction (%) - International Private Transfers -extreme poor (<$1.90 PPP a day) (preT)
## 11424 Poverty Gap reduction (%) - International Private Transfers -extreme poor (<$1.90 PPP a day)
## 11425 Poverty Gap reduction (%) - International Private Transfers -1st quintile (poorest) (preT)
## 11426 Poverty Gap reduction (%) - International Private Transfers -1st quintile (poorest) -rural
## 11427 Poverty Gap reduction (%) - International Private Transfers -1st quintile (poorest)
## 11428 Poverty Gap reduction (%) - International Private Transfers - 1st quintile (poorest) -urban
## 11525 Benefit-cost ratio - All Social Assistance -extreme poor (<$1.90 PPP a day) (preT)
## 11526 Benefit-cost ratio - All Social Assistance -extreme poor (<$1.90 PPP a day)
## 11527 Benefit-cost ratio - All Social Assistance -1st quintile (poorest) (preT)
## 11528 Benefit-cost ratio - All Social Assistance -1st quintile (poorest) -rural
## 11529 Benefit-cost ratio - All Social Assistance -1st quintile (poorest)
## 11530 Benefit-cost ratio - All Social Assistance - 1st quintile (poorest) -urban
## 11561 Poverty Headcount reduction (%) - All Social Assistance -extreme poor (<$1.90 PPP a day) (preT)
## 11562 Poverty Headcount reduction (%) - All Social Assistance -extreme poor (<$1.90 PPP a day)
## 11563 Poverty Headcount reduction (%) - All Social Assistance -1st quintile (poorest) (preT)
## 11564 Poverty Headcount reduction (%) - All Social Assistance -1st quintile (poorest) -rural
## 11565 Poverty Headcount reduction (%) - All Social Assistance -1st quintile (poorest)
## 11566 Poverty Headcount reduction (%) - All Social Assistance - 1st quintile (poorest) -urban
## 11567 Poverty Gap reduction (%) - All Social Assistance -extreme poor (<$1.90 PPP a day) (preT)
## 11568 Poverty Gap reduction (%) - All Social Assistance -extreme poor (<$1.90 PPP a day)
## 11569 Poverty Gap reduction (%) - All Social Assistance -1st quintile (poorest) (preT)
## 11570 Poverty Gap reduction (%) - All Social Assistance -1st quintile (poorest) -rural
## 11571 Poverty Gap reduction (%) - All Social Assistance -1st quintile (poorest)
## 11572 Poverty Gap reduction (%) - All Social Assistance - 1st quintile (poorest) -urban
## 11669 Benefit-cost ratio - Conditional Cash Transfer -extreme poor (<$1.90 PPP a day) (preT)
## 11670 Benefit-cost ratio - Conditional Cash Transfer -extreme poor (<$1.90 PPP a day)
## 11671 Benefit-cost ratio - Conditional Cash Transfer -1st quintile (poorest) (preT)
## 11672 Benefit-cost ratio - Conditional Cash Transfer -1st quintile (poorest) -rural
## 11673 Benefit-cost ratio - Conditional Cash Transfer -1st quintile (poorest)
## 11674 Benefit-cost ratio - Conditional Cash Transfer - 1st quintile (poorest) -urban
## 11705 Poverty Headcount reduction (%) - Conditional Cash Transfer -extreme poor (<$1.90 PPP a day) (preT)
## 11706 Poverty Headcount reduction (%) - Conditional Cash Transfer -extreme poor (<$1.90 PPP a day)
## 11707 Poverty Headcount reduction (%) - Conditional Cash Transfer -1st quintile (poorest) (preT)
## 11708 Poverty Headcount reduction (%) - Conditional Cash Transfer -1st quintile (poorest) -rural
## 11709 Poverty Headcount reduction (%) - Conditional Cash Transfer -1st quintile (poorest)
## 11710 Poverty Headcount reduction (%) - Conditional Cash Transfer - 1st quintile (poorest) -urban
## 11711 Poverty Gap reduction (%) - Conditional Cash Transfer -extreme poor (<$1.90 PPP a day) (preT)
## 11712 Poverty Gap reduction (%) - Conditional Cash Transfer -extreme poor (<$1.90 PPP a day)
## 11713 Poverty Gap reduction (%) - Conditional Cash Transfer -1st quintile (poorest) (preT)
## 11714 Poverty Gap reduction (%) - Conditional Cash Transfer -1st quintile (poorest) -rural
## 11715 Poverty Gap reduction (%) - Conditional Cash Transfer -1st quintile (poorest)
## 11716 Poverty Gap reduction (%) - Conditional Cash Transfer - 1st quintile (poorest) -urban
## 11813 Benefit-cost ratio - Cash Transfer -extreme poor (<$1.90 PPP a day) (preT)
## 11814 Benefit-cost ratio - Cash Transfer -extreme poor (<$1.90 PPP a day)
## 11815 Benefit-cost ratio - Cash Transfer -1st quintile (poorest) (preT)
## 11816 Benefit-cost ratio - Cash Transfer -1st quintile (poorest) -rural
## 11817 Benefit-cost ratio - Cash Transfer -1st quintile (poorest)
## 11818 Benefit-cost ratio - Cash Transfer - 1st quintile (poorest) -urban
## 11849 Poverty Headcount reduction (%) - Cash Transfer -extreme poor (<$1.90 PPP a day) (preT)
## 11850 Poverty Headcount reduction (%) - Cash Transfer -extreme poor (<$1.90 PPP a day)
## 11851 Poverty Headcount reduction (%) - Cash Transfer -1st quintile (poorest) (preT)
## 11852 Poverty Headcount reduction (%) - Cash Transfer -1st quintile (poorest) -rural
## 11853 Poverty Headcount reduction (%) - Cash Transfer -1st quintile (poorest)
## 11854 Poverty Headcount reduction (%) - Cash Transfer - 1st quintile (poorest) -urban
## 11855 Poverty Gap reduction (%) - Cash Transfer -extreme poor (<$1.90 PPP a day) (preT)
## 11856 Poverty Gap reduction (%) - Cash Transfer -extreme poor (<$1.90 PPP a day)
## 11857 Poverty Gap reduction (%) - Cash Transfer -1st quintile (poorest) (preT)
## 11858 Poverty Gap reduction (%) - Cash Transfer -1st quintile (poorest) -rural
## 11859 Poverty Gap reduction (%) - Cash Transfer -1st quintile (poorest)
## 11860 Poverty Gap reduction (%) - Cash Transfer - 1st quintile (poorest) -urban
## 11957 Benefit-cost ratio - Subsidies -extreme poor (<$1.90 PPP a day) (preT)
## 11958 Benefit-cost ratio - Subsidies -extreme poor (<$1.90 PPP a day)
## 11959 Benefit-cost ratio - Subsidies -1st quintile (poorest) (preT)
## 11960 Benefit-cost ratio - Subsidies -1st quintile (poorest) -rural
## 11961 Benefit-cost ratio - Subsidies -1st quintile (poorest)
## 11962 Benefit-cost ratio - Subsidies - 1st quintile (poorest) -urban
## 11993 Poverty Headcount reduction (%) - Subsidies -extreme poor (<$1.90 PPP a day) (preT)
## 11994 Poverty Headcount reduction (%) - Subsidies -extreme poor (<$1.90 PPP a day)
## 11995 Poverty Headcount reduction (%) - Subsidies -1st quintile (poorest) (preT)
## 11996 Poverty Headcount reduction (%) - Subsidies -1st quintile (poorest) -rural
## 11997 Poverty Headcount reduction (%) - Subsidies -1st quintile (poorest)
## 11998 Poverty Headcount reduction (%) - Subsidies - 1st quintile (poorest) -urban
## 11999 Poverty Gap reduction (%) - Subsidies -extreme poor (<$1.90 PPP a day) (preT)
## 12000 Poverty Gap reduction (%) - Subsidies -extreme poor (<$1.90 PPP a day)
## 12001 Poverty Gap reduction (%) - Subsidies -1st quintile (poorest) (preT)
## 12002 Poverty Gap reduction (%) - Subsidies -1st quintile (poorest) -rural
## 12003 Poverty Gap reduction (%) - Subsidies -1st quintile (poorest)
## 12004 Poverty Gap reduction (%) - Subsidies - 1st quintile (poorest) -urban
## 12101 Benefit-cost ratio - In-Kind -extreme poor (<$1.90 PPP a day) (preT)
## 12102 Benefit-cost ratio - In-Kind -extreme poor (<$1.90 PPP a day)
## 12103 Benefit-cost ratio - In-Kind -1st quintile (poorest) (preT)
## 12104 Benefit-cost ratio - In-Kind -1st quintile (poorest) -rural
## 12105 Benefit-cost ratio - In-Kind -1st quintile (poorest)
## 12106 Benefit-cost ratio - In-Kind - 1st quintile (poorest) -urban
## 12137 Poverty Headcount reduction (%) - In-Kind -extreme poor (<$1.90 PPP a day) (preT)
## 12138 Poverty Headcount reduction (%) - In-Kind -extreme poor (<$1.90 PPP a day)
## 12139 Poverty Headcount reduction (%) - In-Kind -1st quintile (poorest) (preT)
## 12140 Poverty Headcount reduction (%) - In-Kind -1st quintile (poorest) -rural
## 12141 Poverty Headcount reduction (%) - In-Kind -1st quintile (poorest)
## 12142 Poverty Headcount reduction (%) - In-Kind - 1st quintile (poorest) -urban
## 12143 Poverty Gap reduction (%) - In-Kind -extreme poor (<$1.90 PPP a day) (preT)
## 12144 Poverty Gap reduction (%) - In-Kind -extreme poor (<$1.90 PPP a day)
## 12145 Poverty Gap reduction (%) - In-Kind -1st quintile (poorest) (preT)
## 12146 Poverty Gap reduction (%) - In-Kind -1st quintile (poorest) -rural
## 12147 Poverty Gap reduction (%) - In-Kind -1st quintile (poorest)
## 12148 Poverty Gap reduction (%) - In-Kind - 1st quintile (poorest) -urban
## 12245 Benefit-cost ratio - Other Social Assistance -extreme poor (<$1.90 PPP a day) (preT)
## 12246 Benefit-cost ratio - Other Social Assistance -extreme poor (<$1.90 PPP a day)
## 12247 Benefit-cost ratio - Other Social Assistance -1st quintile (poorest) (preT)
## 12248 Benefit-cost ratio - Other Social Assistance -1st quintile (poorest) -rural
## 12249 Benefit-cost ratio - Other Social Assistance -1st quintile (poorest)
## 12250 Benefit-cost ratio - Other Social Assistance - 1st quintile (poorest) -urban
## 12281 Poverty Headcount reduction (%) - Other Social Assistance -extreme poor (<$1.90 PPP a day) (preT)
## 12282 Poverty Headcount reduction (%) - Other Social Assistance -extreme poor (<$1.90 PPP a day)
## 12283 Poverty Headcount reduction (%) - Other Social Assistance -1st quintile (poorest) (preT)
## 12284 Poverty Headcount reduction (%) - Other Social Assistance -1st quintile (poorest) -rural
## 12285 Poverty Headcount reduction (%) - Other Social Assistance -1st quintile (poorest)
## 12286 Poverty Headcount reduction (%) - Other Social Assistance - 1st quintile (poorest) -urban
## 12287 Poverty Gap reduction (%) - Other Social Assistance -extreme poor (<$1.90 PPP a day) (preT)
## 12288 Poverty Gap reduction (%) - Other Social Assistance -extreme poor (<$1.90 PPP a day)
## 12289 Poverty Gap reduction (%) - Other Social Assistance -1st quintile (poorest) (preT)
## 12290 Poverty Gap reduction (%) - Other Social Assistance -1st quintile (poorest) -rural
## 12291 Poverty Gap reduction (%) - Other Social Assistance -1st quintile (poorest)
## 12292 Poverty Gap reduction (%) - Other Social Assistance - 1st quintile (poorest) -urban
## 12389 Benefit-cost ratio - Public Works -extreme poor (<$1.90 PPP a day) (preT)
## 12390 Benefit-cost ratio - Public Works -extreme poor (<$1.90 PPP a day)
## 12391 Benefit-cost ratio - Public Works -1st quintile (poorest) (preT)
## 12392 Benefit-cost ratio - Public Works -1st quintile (poorest) -rural
## 12393 Benefit-cost ratio - Public Works -1st quintile (poorest)
## 12394 Benefit-cost ratio - Public Works - 1st quintile (poorest) -urban
## 12425 Poverty Headcount reduction (%) - Public Works -extreme poor (<$1.90 PPP a day) (preT)
## 12426 Poverty Headcount reduction (%) - Public Works -extreme poor (<$1.90 PPP a day)
## 12427 Poverty Headcount reduction (%) - Public Works -1st quintile (poorest) (preT)
## 12428 Poverty Headcount reduction (%) - Public Works -1st quintile (poorest) -rural
## 12429 Poverty Headcount reduction (%) - Public Works -1st quintile (poorest)
## 12430 Poverty Headcount reduction (%) - Public Works - 1st quintile (poorest) -urban
## 12431 Poverty Gap reduction (%) - Public Works -extreme poor (<$1.90 PPP a day) (preT)
## 12432 Poverty Gap reduction (%) - Public Works -extreme poor (<$1.90 PPP a day)
## 12433 Poverty Gap reduction (%) - Public Works -1st quintile (poorest) (preT)
## 12434 Poverty Gap reduction (%) - Public Works -1st quintile (poorest) -rural
## 12435 Poverty Gap reduction (%) - Public Works -1st quintile (poorest)
## 12436 Poverty Gap reduction (%) - Public Works - 1st quintile (poorest) -urban
## 12533 Benefit-cost ratio - School feeding -extreme poor (<$1.90 PPP a day) (preT)
## 12534 Benefit-cost ratio - School feeding -extreme poor (<$1.90 PPP a day)
## 12535 Benefit-cost ratio - School feeding -1st quintile (poorest) (preT)
## 12536 Benefit-cost ratio - School feeding -1st quintile (poorest) -rural
## 12537 Benefit-cost ratio - School feeding -1st quintile (poorest)
## 12538 Benefit-cost ratio - School feeding - 1st quintile (poorest) -urban
## 12569 Poverty Headcount reduction (%) - School feeding -extreme poor (<$1.90 PPP a day) (preT)
## 12570 Poverty Headcount reduction (%) - School feeding -extreme poor (<$1.90 PPP a day)
## 12571 Poverty Headcount reduction (%) - School feeding -1st quintile (poorest) (preT)
## 12572 Poverty Headcount reduction (%) - School feeding -1st quintile (poorest) -rural
## 12573 Poverty Headcount reduction (%) - School feeding -1st quintile (poorest)
## 12574 Poverty Headcount reduction (%) - School feeding - 1st quintile (poorest) -urban
## 12575 Poverty Gap reduction (%) - School feeding -extreme poor (<$1.90 PPP a day) (preT)
## 12576 Poverty Gap reduction (%) - School feeding -extreme poor (<$1.90 PPP a day)
## 12577 Poverty Gap reduction (%) - School feeding -1st quintile (poorest) (preT)
## 12578 Poverty Gap reduction (%) - School feeding -1st quintile (poorest) -rural
## 12579 Poverty Gap reduction (%) - School feeding -1st quintile (poorest)
## 12580 Poverty Gap reduction (%) - School feeding - 1st quintile (poorest) -urban
## 12677 Benefit-cost ratio - Social Pension -extreme poor (<$1.90 PPP a day) (preT)
## 12678 Benefit-cost ratio - Social Pension -extreme poor (<$1.90 PPP a day)
## 12679 Benefit-cost ratio - Social Pension -1st quintile (poorest) (preT)
## 12680 Benefit-cost ratio - Social Pension -1st quintile (poorest) -rural
## 12681 Benefit-cost ratio - Social Pension -1st quintile (poorest)
## 12682 Benefit-cost ratio - Social Pension - 1st quintile (poorest) -urban
## 12713 Poverty Headcount reduction (%) - Social Pension -extreme poor (<$1.90 PPP a day) (preT)
## 12714 Poverty Headcount reduction (%) - Social Pension -extreme poor (<$1.90 PPP a day)
## 12715 Poverty Headcount reduction (%) - Social Pension -1st quintile (poorest) (preT)
## 12716 Poverty Headcount reduction (%) - Social Pension -1st quintile (poorest) -rural
## 12717 Poverty Headcount reduction (%) - Social Pension -1st quintile (poorest)
## 12718 Poverty Headcount reduction (%) - Social Pension - 1st quintile (poorest) -urban
## 12719 Poverty Gap reduction (%) - Social Pension -extreme poor (<$1.90 PPP a day) (preT)
## 12720 Poverty Gap reduction (%) - Social Pension -extreme poor (<$1.90 PPP a day)
## 12721 Poverty Gap reduction (%) - Social Pension -1st quintile (poorest) (preT)
## 12722 Poverty Gap reduction (%) - Social Pension -1st quintile (poorest) -rural
## 12723 Poverty Gap reduction (%) - Social Pension -1st quintile (poorest)
## 12724 Poverty Gap reduction (%) - Social Pension - 1st quintile (poorest) -urban
## 12841 Benefit-cost ratio - All Social Insurance -extreme poor (<$1.90 PPP a day) (preT)
## 12842 Benefit-cost ratio - All Social Insurance -extreme poor (<$1.90 PPP a day)
## 12843 Benefit-cost ratio - All Social Insurance -1st quintile (poorest) (preT)
## 12844 Benefit-cost ratio - All Social Insurance -1st quintile (poorest) -rural
## 12845 Benefit-cost ratio - All Social Insurance -1st quintile (poorest)
## 12846 Benefit-cost ratio - All Social Insurance - 1st quintile (poorest) -urban
## 12877 Poverty Headcount reduction (%) - All Social Insurance -extreme poor (<$1.90 PPP a day) (preT)
## 12878 Poverty Headcount reduction (%) - All Social Insurance -extreme poor (<$1.90 PPP a day)
## 12879 Poverty Headcount reduction (%) - All Social Insurance -1st quintile (poorest) (preT)
## 12880 Poverty Headcount reduction (%) - All Social Insurance -1st quintile (poorest) -rural
## 12881 Poverty Headcount reduction (%) - All Social Insurance -1st quintile (poorest)
## 12882 Poverty Headcount reduction (%) - All Social Insurance - 1st quintile (poorest) -urban
## 12883 Poverty Gap reduction (%) - All Social Insurance -extreme poor (<$1.90 PPP a day) (preT)
## 12884 Poverty Gap reduction (%) - All Social Insurance -extreme poor (<$1.90 PPP a day)
## 12885 Poverty Gap reduction (%) - All Social Insurance -1st quintile (poorest) (preT)
## 12886 Poverty Gap reduction (%) - All Social Insurance -1st quintile (poorest) -rural
## 12887 Poverty Gap reduction (%) - All Social Insurance -1st quintile (poorest)
## 12888 Poverty Gap reduction (%) - All Social Insurance - 1st quintile (poorest) -urban
## 12985 Benefit-cost ratio - Contributory Pensions -extreme poor (<$1.90 PPP a day) (preT)
## 12986 Benefit-cost ratio - Contributory Pensions -extreme poor (<$1.90 PPP a day)
## 12987 Benefit-cost ratio - Contributory Pensions -1st quintile (poorest) (preT)
## 12988 Benefit-cost ratio - Contributory Pensions -1st quintile (poorest) -rural
## 12989 Benefit-cost ratio - Contributory Pensions -1st quintile (poorest)
## 12990 Benefit-cost ratio - Contributory Pensions - 1st quintile (poorest) -urban
## 13021 Poverty Headcount reduction (%) - Contributory Pensions -extreme poor (<$1.90 PPP a day) (preT)
## 13022 Poverty Headcount reduction (%) - Contributory Pensions -extreme poor (<$1.90 PPP a day)
## 13023 Poverty Headcount reduction (%) - Contributory Pensions -1st quintile (poorest) (preT)
## 13024 Poverty Headcount reduction (%) - Contributory Pensions -1st quintile (poorest) -rural
## 13025 Poverty Headcount reduction (%) - Contributory Pensions -1st quintile (poorest)
## 13026 Poverty Headcount reduction (%) - Contributory Pensions - 1st quintile (poorest) -urban
## 13027 Poverty Gap reduction (%) - Contributory Pensions -extreme poor (<$1.90 PPP a day) (preT)
## 13028 Poverty Gap reduction (%) - Contributory Pensions -extreme poor (<$1.90 PPP a day)
## 13029 Poverty Gap reduction (%) - Contributory Pensions -1st quintile (poorest) (preT)
## 13030 Poverty Gap reduction (%) - Contributory Pensions -1st quintile (poorest) -rural
## 13031 Poverty Gap reduction (%) - Contributory Pensions -1st quintile (poorest)
## 13032 Poverty Gap reduction (%) - Contributory Pensions - 1st quintile (poorest) -urban
## 13129 Benefit-cost ratio - Other Social Insurance -extreme poor (<$1.90 PPP a day) (preT)
## 13130 Benefit-cost ratio - Other Social Insurance -extreme poor (<$1.90 PPP a day)
## 13131 Benefit-cost ratio - Other Social Insurance -1st quintile (poorest) (preT)
## 13132 Benefit-cost ratio - Other Social Insurance -1st quintile (poorest) -rural
## 13133 Benefit-cost ratio - Other Social Insurance -1st quintile (poorest)
## 13134 Benefit-cost ratio - Other Social Insurance - 1st quintile (poorest) -urban
## 13165 Poverty Headcount reduction (%) - Other Social Insurance -extreme poor (<$1.90 PPP a day) (preT)
## 13166 Poverty Headcount reduction (%) - Other Social Insurance -extreme poor (<$1.90 PPP a day)
## 13167 Poverty Headcount reduction (%) - Other Social Insurance -1st quintile (poorest) (preT)
## 13168 Poverty Headcount reduction (%) - Other Social Insurance -1st quintile (poorest) -rural
## 13169 Poverty Headcount reduction (%) - Other Social Insurance -1st quintile (poorest)
## 13170 Poverty Headcount reduction (%) - Other Social Insurance - 1st quintile (poorest) -urban
## 13171 Poverty Gap reduction (%) - Other Social Insurance -extreme poor (<$1.90 PPP a day) (preT)
## 13172 Poverty Gap reduction (%) - Other Social Insurance -extreme poor (<$1.90 PPP a day)
## 13173 Poverty Gap reduction (%) - Other Social Insurance -1st quintile (poorest) (preT)
## 13174 Poverty Gap reduction (%) - Other Social Insurance -1st quintile (poorest) -rural
## 13175 Poverty Gap reduction (%) - Other Social Insurance -1st quintile (poorest)
## 13176 Poverty Gap reduction (%) - Other Social Insurance - 1st quintile (poorest) -urban
## 13654 07_Multilateral loans, IMF
## 14003 Learning poverty: Share of Children at the End-of-Primary age below minimum reading proficiency adjusted by Out-of-School Children (%)
## 14007 Learning poverty: Share of Female Children at the End-of-Primary age below minimum reading proficiency adjusted by Out-of-School Children (%)
## 14008 Learning poverty: Share of Male Children at the End-of-Primary age below minimum reading proficiency adjusted by Out-of-School Children (%)
## 14009 Primary school age children out-of-school (%)
## 14010 Female primary school age children out-of-school (%)
## 14011 Male primary school age children out-of-school (%)
## 14934 Risk of impoverishing expenditure for surgical care (% of people at risk)
## 15167 Number of people pushed below the 50% median consumption poverty line by out-of-pocket health care expenditure
## 15168 Proportion of population pushed below the 50% median consumption poverty line by out-of-pocket health care expenditure (%)
## 15169 Increase in poverty gap at $1.90 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (USD)
## 15170 Number of people pushed below the $1.90 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure
## 15171 Increase in poverty gap at $1.90 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (% of poverty line)
## 15172 Proportion of population pushed below the $1.90 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%)
## 15173 Increase in poverty gap at $3.20 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (USD)
## 15174 Number of people pushed below the $3.20 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure
## 15175 Increase in poverty gap at $3.20 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (% of poverty line)
## 15176 Proportion of population pushed below the $3.20 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%)
## 15233 Poverty headcount ratio at $3.10 a day (2011 PPP) (% of population)
## 15234 Multidimensional poverty, Educational attainment (% of population deprived)
## 15235 Number of people live below the poverty line (in number of people)
## 15236 Poverty headcount ratio at $1.90 a day (2011 PPP) (% of population)
## 15237 Poverty headcount ratio at $1.90 a day, age 0-14Â (2011 PPP) (% of population age 0-14)
## 15238 Poverty headcount ratio at $1.90 a day, age 15-64 (2011 PPP) (% of population age 15-64)
## 15239 Poverty headcount ratio at $1.90 a day, without education (2011 PPP) (% of population age 16+ without education)
## 15240 Poverty headcount ratio at $1.90 a day, with primary education (2011 PPP) (% of population age 16+ with primary education)
## 15241 Poverty headcount ratio at $1.90 a day, with secondary education (2011 PPP) (% of population age 16+ with secondary education)
## 15242 Poverty headcount ratio at $1.90 a day, with Tertiary/post-secondary education (2011 PPP) (% of population age 16+ with Tertiary/post-secondary education)
## 15243 Poverty headcount ratio at $1.90 a day, age 65+ (2011 PPP) (% of population age 65+)
## 15244 Survey coverage for poverty headcount ratio (at $1.90 a day, 2011 PPP)
## 15245 Poverty headcount ratio at $1.90 a day, Female (2011 PPP) (% of female population)
## 15246 Growth component of change in poverty at $1.90 a day (2011 PPP) (% of change)
## 15247 Poverty headcount ratio at $1.90 a day, Male (2011 PPP) (% of male population)
## 15248 Multidimensional poverty, Monetary poverty (% of population deprived)
## 15249 Redistribution component of change in poverty at $1.90 a day (2011 PPP) (% of change)
## 15250 Poverty headcount ratio at $1.90 a day, rural (2011 PPP) (% of rural population)
## 15252 Poverty headcount ratio at $1.90 a day, urban (2011 PPP) (% of urban population)
## 15253 Multidimensional poverty, Electricity (% of population deprived)
## 15254 Multidimensional poverty, Educational enrollment (% of population deprived)
## 15255 Poverty gap at $3.10 a day (2011 PPP) (%)
## 15256 Poverty gap at $1.90 a day (2011 PPP) (%)
## 15258 Multidimensional poverty, Headcount ratio (% of population)
## 15259 Poverty headcount ratio at $3.20 a day (2011 PPP) (% of population)
## 15260 Poverty gap at $3.20 a day (2011 PPP) (%)
## 15261 Growth component of change in poverty at $3.20 a day (2011 PPP) (% of change)
## 15263 Redistribution component of change in poverty at $3.20 a day (2011 PPP) (% of change)
## 15264 Multidimensional poverty headcount ratio (% of total population)
## 15265 Multidimensional poverty headcount ratio, children (% of population ages 0-17)
## 15266 Multidimensional poverty index, children (population ages 0-17) (scale 0-1)
## 15267 Multidimensional poverty headcount ratio, female (% of female population)
## 15268 Multidimensional poverty headcount ratio, household (% of total households)
## 15269 Multidimensional poverty intensity (average share of deprivations experienced by the poor)
## 15270 Multidimensional poverty headcount ratio, male (% of male population)
## 15271 Multidimensional poverty index (scale 0-1)
## 15272 Poverty gap at national poverty lines (%)
## 15273 Poverty gap at national poverty lines (%), including noncomparable values
## 15274 Poverty headcount ratio at national poverty lines (% of population)
## 15275 Poverty headcount ratio at national poverty lines (% of population), including noncomparable values
## 15276 Poverty Line (in IDR)
## 15277 Poverty Rate (in % of population)
## 15278 Poverty Gap (index)
## 15280 Poverty Severity (index)
## 15281 Rural poverty gap at national poverty lines (%)
## 15282 Rural poverty gap at national poverty lines (%), including noncomparable values
## 15283 Rural poverty headcount ratio at national poverty lines (% of rural population)
## 15284 Rural poverty headcount ratio at national poverty lines (% of rural population), including noncomparable values
## 15285 Multidimensional poverty, Sanitation (% of population deprived)
## 15286 Poverty headcount ratio at $5.50 a day (2011 PPP) (% of population)
## 15287 Poverty gap at $5.50 a day (2011 PPP) (%)
## 15288 Growth component of change in poverty at $5.50 a day (2011 PPP) (% of change)
## 15290 Redistribution component of change in poverty at $5.50 a day (2011 PPP) (% of change)
## 15291 Urban poverty gap at national poverty lines (%)
## 15292 Urban poverty gap at national poverty lines (%), including noncomparable values
## 15293 Urban poverty headcount ratio at national poverty lines (% of urban population)
## 15294 Urban poverty headcount ratio at national poverty lines (% of urban population), including noncomparable values
## 15295 Multidimensional poverty, Drinking water (% of population deprived)
## 16786 UIS: Net attendance rate, primary, poorest quintile, both sexes (%)
## 16787 UIS: Net attendance rate, primary, poorest quintile, female (%)
## 16789 UIS: Net attendance rate, primary, poorest quintile, male (%)
## 16790 UIS: Net attendance rate, primary, second quintile, both sexes (%)
## 16791 UIS: Net attendance rate, primary, second quintile, female (%)
## 16793 UIS: Net attendance rate, primary, second quintile, male (%)
## 16794 UIS: Net attendance rate, primary, middle quintile, both sexes (%)
## 16795 UIS: Net attendance rate, primary, middle quintile, female (%)
## 16797 UIS: Net attendance rate, primary, middle quintile, male (%)
## 16798 UIS: Net attendance rate, primary, fourth quintile, both sexes (%)
## 16799 UIS: Net attendance rate, primary, fourth quintile, female (%)
## 16801 UIS: Net attendance rate, primary, fourth quintile, male (%)
## 16802 UIS: Net attendance rate, primary, richest quintile, both sexes (%)
## 16803 UIS: Net attendance rate, primary, richest quintile, female (%)
## 16805 UIS: Net attendance rate, primary, richest quintile, male (%)
## 16818 UIS: Net attendance rate, lower secondary, poorest quintile, both sexes (%)
## 16819 UIS: Net attendance rate, lower secondary, poorest quintile, female (%)
## 16821 UIS: Net attendance rate, lower secondary, poorest quintile, male (%)
## 16822 UIS: Net attendance rate, lower secondary, second quintile, both sexes (%)
## 16823 UIS: Net attendance rate, lower secondary, second quintile, female (%)
## 16825 UIS: Net attendance rate, lower secondary, second quintile, male (%)
## 16826 UIS: Net attendance rate, lower secondary, middle quintile, both sexes (%)
## 16827 UIS: Net attendance rate, lower secondary, middle quintile, female (%)
## 16829 UIS: Net attendance rate, lower secondary, middle quintile, male (%)
## 16830 UIS: Net attendance rate, lower secondary, fourth quintile, both sexes (%)
## 16831 UIS: Net attendance rate, lower secondary, fourth quintile, female (%)
## 16833 UIS: Net attendance rate, lower secondary, fourth quintile, male (%)
## 16834 UIS: Net attendance rate, lower secondary, richest quintile, both sexes (%)
## 16835 UIS: Net attendance rate, lower secondary, richest quintile, female (%)
## 16837 UIS: Net attendance rate, lower secondary, richest quintile, male (%)
## 16850 UIS: Total net attendance rate, lower secondary, poorest quintile, both sexes (%)
## 16851 UIS: Total net attendance rate, lower secondary, poorest quintile, female (%)
## 16853 UIS: Total net attendance rate, lower secondary, poorest quintile, male (%)
## 16854 UIS: Total net attendance rate, lower secondary, second quintile, both sexes (%)
## 16855 UIS: Total net attendance rate, lower secondary, second quintile, female (%)
## 16857 UIS: Total net attendance rate, lower secondary, second quintile, male (%)
## 16858 UIS: Total net attendance rate, lower secondary, middle quintile, both sexes (%)
## 16859 UIS: Total net attendance rate, lower secondary, middle quintile, female (%)
## 16861 UIS: Total net attendance rate, lower secondary, middle quintile, male (%)
## 16862 UIS: Total net attendance rate, lower secondary, fourth quintile, both sexes (%)
## 16863 UIS: Total net attendance rate, lower secondary, fourth quintile, female (%)
## 16865 UIS: Total net attendance rate, lower secondary, fourth quintile, male (%)
## 16866 UIS: Total net attendance rate, lower secondary, richest quintile, both sexes (%)
## 16867 UIS: Total net attendance rate, lower secondary, richest quintile, female (%)
## 16869 UIS: Total net attendance rate, lower secondary, richest quintile, male (%)
## 17105 UIS: Rate of out-of-school children of primary school age, poorest quintile, both sexes (household survey data) (%)
## 17106 UIS: Rate of out-of-school children of primary school age, poorest quintile, female (household survey data) (%)
## 17107 UIS: Rate of out-of-school children of primary school age, poorest quintile, male (household survey data) (%)
## 17108 UIS: Rate of out-of-school children of primary school age, second quintile, both sexes (household survey data) (%)
## 17109 UIS: Rate of out-of-school children of primary school age, second quintile, female (household survey data) (%)
## 17110 UIS: Rate of out-of-school children of primary school age, second quintile, male (household survey data) (%)
## 17111 UIS: Rate of out-of-school children of primary school age, middle quintile, both sexes (household survey data) (%)
## 17112 UIS: Rate of out-of-school children of primary school age, middle quintile, female (household survey data) (%)
## 17113 UIS: Rate of out-of-school children of primary school age, middle quintile, male (household survey data) (%)
## 17114 UIS: Rate of out-of-school children of primary school age, fourth quintile, both sexes (household survey data) (%)
## 17115 UIS: Rate of out-of-school children of primary school age, fourth quintile, female (household survey data) (%)
## 17116 UIS: Rate of out-of-school children of primary school age, fourth quintile, male (household survey data) (%)
## 17117 UIS: Rate of out-of-school children of primary school age, richest quintile, both sexes (household survey data) (%)
## 17118 UIS: Rate of out-of-school children of primary school age, richest quintile, female (household survey data) (%)
## 17119 UIS: Rate of out-of-school children of primary school age, richest quintile, male (household survey data) (%)
## 17128 UIS: Rate of out-of-school adolescents of lower secondary school age, male (household survey data) (%)
## 17129 UIS: Rate of out-of-school adolescents of lower secondary school age, poorest quintile, both sexes (household survey data) (%)
## 17130 UIS: Rate of out-of-school adolescents of lower secondary school age, poorest quintile, female (household survey data) (%)
## 17131 UIS: Rate of out-of-school adolescents of lower secondary school age, poorest quintile, male (household survey data) (%)
## 17132 UIS: Rate of out-of-school adolescents of lower secondary school age, second quintile, both sexes (household survey data) (%)
## 17133 UIS: Rate of out-of-school adolescents of lower secondary school age, second quintile, female (household survey data) (%)
## 17134 UIS: Rate of out-of-school adolescents of lower secondary school age, second quintile, male (household survey data) (%)
## 17135 UIS: Rate of out-of-school adolescents of lower secondary school age, middle quintile, both sexes (household survey data) (%)
## 17136 UIS: Rate of out-of-school adolescents of lower secondary school age, middle quintile, female (household survey data) (%)
## 17137 UIS: Rate of out-of-school adolescents of lower secondary school age, middle quintile, male (household survey data) (%)
## 17138 UIS: Rate of out-of-school adolescents of lower secondary school age, fourth quintile, both sexes (household survey data) (%)
## 17139 UIS: Rate of out-of-school adolescents of lower secondary school age, fourth quintile, female (household survey data) (%)
## 17140 UIS: Rate of out-of-school adolescents of lower secondary school age, fourth quintile, male (household survey data) (%)
## 17141 UIS: Rate of out-of-school adolescents of lower secondary school age, richest quintile, both sexes (household survey data) (%)
## 17142 UIS: Rate of out-of-school adolescents of lower secondary school age, richest quintile, female (household survey data) (%)
## 17143 UIS: Rate of out-of-school adolescents of lower secondary school age, richest quintile, male (household survey data) (%)#load data
pop_data <- wb(country = c("IN"), indicator = 'SP.POP.GROW', mrv = 20, POSIXct = TRUE)## Warning: `wb()` was deprecated in wbstats 1.0.0.
## Please use `wb_data()` instead.pop_data## iso3c date value indicatorID indicator iso2c country
## 1 IND 2019 1.015106 SP.POP.GROW Population growth (annual %) IN India
## 2 IND 2018 1.037323 SP.POP.GROW Population growth (annual %) IN India
## 3 IND 2017 1.062597 SP.POP.GROW Population growth (annual %) IN India
## 4 IND 2016 1.089880 SP.POP.GROW Population growth (annual %) IN India
## 5 IND 2015 1.116633 SP.POP.GROW Population growth (annual %) IN India
## 6 IND 2014 1.145624 SP.POP.GROW Population growth (annual %) IN India
## 7 IND 2013 1.183016 SP.POP.GROW Population growth (annual %) IN India
## 8 IND 2012 1.231623 SP.POP.GROW Population growth (annual %) IN India
## 9 IND 2011 1.288576 SP.POP.GROW Population growth (annual %) IN India
## 10 IND 2010 1.350339 SP.POP.GROW Population growth (annual %) IN India
## 11 IND 2009 1.410582 SP.POP.GROW Population growth (annual %) IN India
## 12 IND 2008 1.464890 SP.POP.GROW Population growth (annual %) IN India
## 13 IND 2007 1.509222 SP.POP.GROW Population growth (annual %) IN India
## 14 IND 2006 1.545696 SP.POP.GROW Population growth (annual %) IN India
## 15 IND 2005 1.579710 SP.POP.GROW Population growth (annual %) IN India
## 16 IND 2004 1.615308 SP.POP.GROW Population growth (annual %) IN India
## 17 IND 2003 1.651491 SP.POP.GROW Population growth (annual %) IN India
## 18 IND 2002 1.689563 SP.POP.GROW Population growth (annual %) IN India
## 19 IND 2001 1.728768 SP.POP.GROW Population growth (annual %) IN India
## 20 IND 2000 1.768125 SP.POP.GROW Population growth (annual %) IN India
## date_ct granularity
## 1 2019-01-01 annual
## 2 2018-01-01 annual
## 3 2017-01-01 annual
## 4 2016-01-01 annual
## 5 2015-01-01 annual
## 6 2014-01-01 annual
## 7 2013-01-01 annual
## 8 2012-01-01 annual
## 9 2011-01-01 annual
## 10 2010-01-01 annual
## 11 2009-01-01 annual
## 12 2008-01-01 annual
## 13 2007-01-01 annual
## 14 2006-01-01 annual
## 15 2005-01-01 annual
## 16 2004-01-01 annual
## 17 2003-01-01 annual
## 18 2002-01-01 annual
## 19 2001-01-01 annual
## 20 2000-01-01 annualplotpop_data <- ggplot(pop_data, aes(x = date_ct, y = value, colour = indicator)) + geom_line(size = 1.5) +
labs(title = "Population Growth", x = "Date", y = "Value") + theme(axis.line.x = element_line(color="black", size = 0.5), axis.line.y = element_line(color="black", size = 0.5)) + theme(legend.position = "none")
plotpop_data
Population growth that have decreased in India steadily from 2001 to 2015.
Plot of percentage of population growth among lower middle income in South Asia
Percentage of population growth in lower middle income country in South Asia, which include Bangladesh, Bhutan, India, and Srilanka
pop_data1 <- wb(country = c("BD", "BT", "IN", "LK"), indicator = 'SP.POP.GROW', mrv = 20, POSIXct = TRUE)## Warning: `wb()` was deprecated in wbstats 1.0.0.
## Please use `wb_data()` instead.#electricityAcess
pop_plot <- ggplot(pop_data1, aes(x = date_ct, y = value, colour = country)) + geom_line(size = 1.5) +
labs(title = "Percentage of population growth Comparisons", x = "Date", y = "value") +
theme(axis.line.x = element_line(color="black", size = 0.5),
axis.line.y = element_line(color="black", size = 0.5)) +theme(legend.position = "bottom", legend.direction = "vertical", legend.title = element_blank(),
legend.box = "horizontal",
legend.key.size = unit(1, "cm"),
legend.text = element_text(size = 9))
pop_plot 
From the figure above, it can be deduce that all the lower middle income coutry in South Asia, population growth has steadily decreased . Also, in 2010, Srilanka has the least percentage of population growth and a huge drop (could be due to some external shock) to the others, we do see a drop after 2017 again , followed by Bhutan, then Bangaldesh and India Percentage of population growth decreased steadily in Bangladehs and Bhutan with plateauing around 2012 while India does not experience decreased with fluctuation (jagged-up-down) from 2000 to 2017.
pop_data1 <- wb(country = c("BD", "BT", "IN", "LK"), indicator = 'SP.POP.GROW', mrv = 20, POSIXct = TRUE)## Warning: `wb()` was deprecated in wbstats 1.0.0.
## Please use `wb_data()` instead.#Popgrowth
pop_plot <- ggplot(pop_data1, aes(x = date_ct, y = value, colour = country)) + geom_quantile(alpha = 0.1) +
labs(title = "APercentage of population growth Comparisons", x = "Date", y = "value") +
theme(axis.line.x = element_line(color="black", size = 0.5),
axis.line.y = element_line(color="black", size = 0.5)) +theme(legend.position = "bottom", legend.direction = "vertical", legend.title = element_blank(),
legend.box = "horizontal",
legend.key.size = unit(1, "cm"),
legend.text = element_text(size = 9))
pop_plot ## Smoothing formula not specified. Using: y ~ x
## Smoothing formula not specified. Using: y ~ x
## Smoothing formula not specified. Using: y ~ x
## Smoothing formula not specified. Using: y ~ x
Task two: Use Google trends data to analyze something
Using Google trends, I obtain data on viewership of Netflix for the US covering the period 2007-2020.
library(gtrendsR)
library(reshape2)
viewership = gtrends(c("Netflix"), gprop = "web", geo = c("US"), time = "2007-01-01 2021-03-01") [[1]]
viewership = dcast(viewership, date ~ keyword + geo, value.var = "hits")
tail(viewership)## date Netflix_US
## 166 2020-10-01 67
## 167 2020-11-01 63
## 168 2020-12-01 75
## 169 2021-01-01 74
## 170 2021-02-01 69
## 171 2021-03-01 57Plot a graph
I now plot these data. The data suggest that, in the US, watching netflix has been a matter of an increasing interest over the years but data shows that it doubled; it slows down until 2015, but is becoming more increasing since 2015 with a tremendous memberships increasing in the previous year which could be due to COVID-19 when people were largely at home and were dependent on online content of entertainment.
ggplot(viewership, aes(x=date, y=Netflix_US)) + geom_line() + labs(x="Year", y="Google trends for Netflix Viewership")