Impact Indicators
impact_2_2
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply calculation
datalist <- impact_2_2(datalist)
#> ✔ HEA01
#> ✔ HEA02
#> ℹ HEA03 misses responses options among : NA
#> ✔ LIGHT01
#> ✔ LIGHT02
#> ✔ LIGHT03
#> ✔ DWA01
#> ✔ DWA02
#> ✔ DWA03a
#> ℹ DWA03b misses responses options among : NA
#> ✔ DWA04
#> ✔ DWE01
#> ✔ DWE02
#> ✔ DWE03
#> ✔ DWE04
#> ℹ DWE05 misses responses options among : NA
#> ✔ DWE08
#> ✔ DWE09
#> ℹ HH01 misses responses options among : NA
#> There are missing data requirement to calculate Indicator Impact 2.2
table(datalist[["main"]]$impact2_2, useNA = "ifany")
#> Warning: Unknown or uninitialised column: `impact2_2`.
#> < table of extent 0 >
fct_plot_indic_donut(indicator = datalist[["main"]]$impact2_2,
iconunicode = "f140")
#> Warning: Unknown or uninitialised column: `impact2_2`.
#> No value was supplied for plotting...
## Can get the details as well
table(datalist[["main"]]$electricity, useNA = "ifany")
#> Warning: Unknown or uninitialised column: `electricity`.
#> < table of extent 0 >
fct_plot_indic_donut(indicator = datalist[["main"]]$electricity,
iconunicode = "f0e7")
#> Warning: Unknown or uninitialised column: `electricity`.
#> No value was supplied for plotting...
table(datalist[["main"]]$healthcare, useNA = "ifany")
#> Warning: Unknown or uninitialised column: `healthcare`.
#> < table of extent 0 >
fct_plot_indic_donut(indicator = datalist[["main"]]$healthcare,
iconunicode = "f479")
#> Warning: Unknown or uninitialised column: `healthcare`.
#> No value was supplied for plotting...
table(datalist[["main"]]$drinkingwater, useNA = "ifany")
#> Warning: Unknown or uninitialised column: `drinkingwater`.
#> < table of extent 0 >
fct_plot_indic_donut(indicator = datalist[["main"]]$drinkingwater,
iconunicode = "e006")
#> Warning: Unknown or uninitialised column: `drinkingwater`.
#> No value was supplied for plotting...
## Check intermediary variables
table(datalist[["main"]]$dwa_cond1, useNA = "ifany")
#> Warning: Unknown or uninitialised column: `dwa_cond1`.
#> < table of extent 0 >
table(datalist[["main"]]$reachableU30, useNA = "ifany")
#> Warning: Unknown or uninitialised column: `reachableU30`.
#> < table of extent 0 >
table(datalist[["main"]]$DWA02, useNA = "ifany")
#>
#> 1 2 3
#> 128 136 120
table(datalist[["main"]]$dwa_cond2, useNA = "ifany")
#> Warning: Unknown or uninitialised column: `dwa_cond2`.
#> < table of extent 0 >
# Tabulate
table(datalist[["main"]]$dwe01_cat, useNA = "ifany")
#> Warning: Unknown or uninitialised column: `dwe01_cat`.
#> < table of extent 0 >
table(datalist[["main"]]$dwe02_cat, useNA = "ifany")
#> Warning: Unknown or uninitialised column: `dwe02_cat`.
#> < table of extent 0 >
table(datalist[["main"]]$dwe03_cat, useNA = "ifany")
#> Warning: Unknown or uninitialised column: `dwe03_cat`.
#> < table of extent 0 >
table(datalist[["main"]]$dwe04_cat, useNA = "ifany")
#> Warning: Unknown or uninitialised column: `dwe04_cat`.
#> < table of extent 0 >
table(datalist[["main"]]$dwe05_cat, useNA = "ifany")
#> Warning: Unknown or uninitialised column: `dwe05_cat`.
#> < table of extent 0 >
table(datalist[["main"]]$shelter, useNA = "ifany")
#> Warning: Unknown or uninitialised column: `shelter`.
#> < table of extent 0 >
#plot
fct_plot_indic_donut(datalist[["main"]]$shelter,
iconunicode = "e54f")
#> Warning: Unknown or uninitialised column: `shelter`.
#> No value was supplied for plotting...impact2_3
## data, cf example fct_re_map()
# datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
# package = "IndicatorCalc"))
# ## Apply calculation
# datalist <- impact2_3(datalist )
#
# ## Visualise value
# fct_plot_indic_donut(indicator = datalist[["ind"]]$impact2_3,
# iconunicode = "f140") impact3_2a
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply calculation
datalist <- impact3_2a(datalist )
#> ✔ EDU01
#> ✔ EDU02
#> ✔ EDU03
#> ✔ EDU04
#> ℹ HH07 misses responses options among : NA
#> There are missing data requirement to calculate Indicator Impact 3.2.a
## Visualise value
fct_plot_indic_donut(indicator = datalist[["ind"]]$impact3_2a,
iconunicode = "f140")
#> Warning: Unknown or uninitialised column: `impact3_2a`.
#> No value was supplied for plotting...impact3_2b
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply calculation
datalist <- impact3_2b(datalist )
#> ✔ EDU01
#> ✔ EDU02
#> ✔ EDU03
#> ✔ EDU04
#> ℹ HH07 misses responses options among : NA
#> There are missing data requirement to calculate Indicator Impact 3.2.b
## Visualise value
fct_plot_indic_donut(indicator = datalist[["ind"]]$impact3_2b,
iconunicode = "f140")
#> Warning: Unknown or uninitialised column: `impact3_2b`.
#> No value was supplied for plotting...impact3_3
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply calculation
datalist <- impact3_3(datalist)
#> ✔ SAF01
## Visualise value
fct_plot_indic_donut(indicator = datalist[["ind"]]$impact3_3,
iconunicode = "f140")
#> Warning: Unknown or uninitialised column: `impact3_3`.
#> No value was supplied for plotting...Outcome indicators
outcome1_2
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome1_2(datalist)
#> ✔ REG03
#> ✔ REG04
#> ℹ HH07 misses responses options among : NA
#> There are missing data requirement to calculate Indicator Outcome 1.2
table(datalist[["ind"]]$outcome1_2, useNA = "ifany")
#> Warning: Unknown or uninitialised column: `outcome1_2`.
#> < table of extent 0 >
## Visualise value
fct_plot_indic_donut(indicator = datalist[["ind"]]$outcome1_2,
iconunicode = "f140")
#> Warning: Unknown or uninitialised column: `outcome1_2`.
#> No value was supplied for plotting...
fct_plot_indic_donut(indicator = datalist[["ind"]]$birthCertificate,
iconunicode = "f140")
#> Warning: Unknown or uninitialised column: `birthCertificate`.
#> No value was supplied for plotting...
fct_plot_indic_donut(indicator = datalist[["ind"]]$birthRegistered,
iconunicode = "f140")
#> Warning: Unknown or uninitialised column: `birthRegistered`.
#> No value was supplied for plotting...outcome1_3
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome1_3(datalist)
#> ✔ REG01a
#> ✔ REG01b
#> ✔ REG01c
#> ✔ REG01d
#> ✔ REG01e
#> ✔ REG01f
#> ✔ REG01g
#> ✔ REG02
#> ✔ REG03
#> ✔ REG05a
#> ✔ REG05b
#> ✔ REG05c
#> ✔ REG05d
#> ✔ REG05e
#> ✔ REG05f
#> ✔ REG06
## Visualise value
fct_plot_indic_donut(indicator = datalist[["ind"]]$outcome1_3,
iconunicode = "f140") 
fct_plot_indic_donut(indicator = datalist[["ind"]]$document_above5,
iconunicode = "f140") 
fct_plot_indic_donut(indicator = datalist[["ind"]]$document_under5,
iconunicode = "f140") 
outcome4_1
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome4_1(datalist )
#> ✔ GBV01a
#> ✔ GBV01b
#> ✔ GBV01c
#> ✔ GBV01d
## Visualise value
fct_plot_indic_donut(indicator = datalist[["main"]]$outcome1_4,
iconunicode = "f140")
#> Warning: Unknown or uninitialised column: `outcome1_4`.
#> No value was supplied for plotting...outcome4_2
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome4_2(datalist)
#> ✔ VAW01a
#> ✔ VAW01b
#> ✔ VAW01c
#> ✔ VAW01d
#> ✔ VAW01e
## Visualise value
fct_plot_indic_donut(indicator = datalist[["main"]]$outcome4_2,
iconunicode = "f140") 
outcome5_2
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome5_2(datalist )
#> ✔ COMM01
#> ℹ COMM02 misses responses options among : NA
#> ✔ COMM03
#> ✔ COMM04
#> There are missing data requirement to calculate Indicator Outcome 5.2
## Visualise value
fct_plot_indic_donut(indicator = datalist[["ind"]]$outcome5_2,
iconunicode = "f140")
#> Warning: Unknown or uninitialised column: `outcome5_2`.
#> No value was supplied for plotting...outcome8_2
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome8_2(datalist )
#> ✔ COOK01
#> ✖ COOK02 not found in the dataset.
#> ✖ COOK03 not found in the dataset.
#> There are missing data requirement to calculate Indicator Outcome 8.2
## Visualise value
fct_plot_indic_donut(indicator = datalist[["main"]]$outcome8_2,
iconunicode = "f140")
#> Warning: Unknown or uninitialised column: `outcome8_2`.
#> No value was supplied for plotting...outcome9_1
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome9_1(datalist)
#> ✔ DWE01
#> ✔ DWE02
#> ✔ DWE03
#> ✔ DWE04
#> ℹ DWE05 misses responses options among : NA
#> ✔ DWE08
#> ✔ DWE09
#> ℹ HH01 misses responses options among : NA
#> There are missing data requirement to calculate Indicator Outcome 9.1
## Visualise value
fct_plot_indic_donut(indicator = datalist[["main"]]$outcome9_1,
iconunicode = "f140")
#> Warning: Unknown or uninitialised column: `outcome9_1`.
#> No value was supplied for plotting...outcome9_2
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome9_2(datalist )
#> ✔ LIGHT01
#> ✔ LIGHT02
#> ✔ LIGHT03
## Visualise value
fct_plot_indic_donut(indicator = datalist[["main"]]$outcome9_2,
iconunicode = "f140") 
outcome10_1
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome10_1(datalist)
#> ✔ MMR03
## Visualise value
fct_plot_indic_donut(indicator = datalist[["ind"]]$outcome10_1,
iconunicode = "f140") 
outcome10_2
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome10_2(datalist )
#> ✔ BIR01
#> ✔ BIR02
#> ✔ BIR03
#> ✔ BIR04
## Visualise value
fct_plot_indic_donut(indicator = datalist[["main"]]$outcome10_2,
iconunicode = "f140") 
outcome12_1
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome12_1(datalist )
#> ✔ DWA01
#> ✔ DWA02
#> ✔ DWA03a
#> ℹ DWA03b misses responses options among : NA
#> ✔ DWA04
#> There are missing data requirement to calculate Indicator Outcome 12.1
## Visualise value
fct_plot_indic_donut(indicator = datalist[["main"]]$outcome12_1,
iconunicode = "f140")
#> Warning: Unknown or uninitialised column: `outcome12_1`.
#> No value was supplied for plotting...outcome12_2
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome12_2(datalist)
#> ✔ TOI01
#> ✔ TOI02
#> ✖ TOI03 not found in the dataset.
#> ✖ TOI04 not found in the dataset.
#> ✖ TOI05 not found in the dataset.
#> There are missing data requirement to calculate Indicator Outcome 12.2
## Visualise value
fct_plot_indic_donut(indicator = datalist[["main"]]$outcome12_2,
iconunicode = "f140")
#> Warning: Unknown or uninitialised column: `outcome12_2`.
#> No value was supplied for plotting...outcome13_1 - Financial Inclusion
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome13_1(datalist )
#> ✔ BANK01
#> ✔ BANK02
#> ✔ BANK03
#> ✔ BANK04
#> ✔ BANK05
## Visualise value
fct_plot_indic_donut(indicator = datalist[["main"]]$outcome13_1,
iconunicode = "f140") 
outcome13_2
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome13_2(datalist)
#> ✔ INC01
## Visualise value
fct_plot_indic_donut(indicator = datalist[["main"]]$outcome13_2,
iconunicode = "f140") 
outcome13_3
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome13_3(datalist )
#> ✔ UNEM01
#> ✔ UNEM02
#> ✔ UNEM03
#> ✔ UNEM04
#> ✔ UNEM05
#> ✔ UNEM06
#> ✔ UNEM07
#> ✔ UNEM08
#> ✔ UNEM09
#> ✔ UNEM10
table( datalist[["main"]]$outcome13_3, useNA = "ifany")
#>
#> 0 1 <NA>
#> 334 12 38
## Visualise value
fct_plot_indic_donut(indicator = datalist[["main"]]$outcome13_3,
iconunicode = "f140") 
outcome14_1
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome14_1(datalist )
#> ✔ REG01a
#> ✔ REG01b
#> ✔ REG01c
#> ✔ REG01d
#> ✔ REG01e
#> ✔ REG01f
#> ✔ REG01g
#> ✔ REG02
#> ✔ REG03
#> ✔ REG04
#> ✔ REG05a
#> ✔ REG05b
#> ✔ REG05c
#> ✔ REG05d
#> ✔ REG05e
#> ✔ REG05f
#> ✔ REG06
## Visualise value
fct_plot_indic_donut(indicator = datalist[["ind"]]$outcome14_1,
iconunicode = "f140") 
outcome16_1
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome16_1(datalist )
#> ✔ DWE06
#> ✔ DWE07
#> ✔ DWE10
#> ✔ DWE11
## Visualise value
fct_plot_indic_donut(indicator = datalist[["main"]]$outcome16_1,
iconunicode = "f140") 
outcome16_2
## data, cf example fct_re_map()
datalist <- kobocruncher::kobo_data( system.file("dummy_RMS_CAPI_v2_mapped.xlsx",
package = "IndicatorCalc"))
#> Warning: Unknown or uninitialised column: `_parent_index`.
## Apply indicator function on datalist
datalist <- outcome16_2(datalist)
#> ✔ SPF01a
#> ✔ SPF01b
#> ✔ SPF01c
#> ✔ SPF01d
#> ✔ SPF01e
#> ✔ SPF01f
#> ✔ SPF01g
#> ✔ SPF01h
table( datalist[["main"]]$outcome16_2, useNA = "ifany")
#>
#> 0 1
#> 17 367
## Visualise value
fct_plot_indic_donut(indicator = datalist[["main"]]$outcome16_2,
iconunicode = "f140") 