rm(list=ls(all=t))filename <- "Treatment_Strata" # !!!Update filename
functions_vers <- "functions_1.8.R" # !!!Update helper functions filesource (functions_vers)Visually inspect variables in "dictionary.csv" and flag for risk, using the following flags:
# Direct PII: Respondent Names, Addresses, Identification Numbers, Phone Numbers
# Direct PII-team: Interviewer Names, other field team names
# Indirect PII-ordinal: Date of birth, Age, income, education, household composition.
# Indirect PII-categorical: Gender, education, ethnicity, nationality,
# occupation, employer, head of household, marital status
# GPS: Longitude, Latitude
# Small Location: Location (<100,000)
# Large Location (>100,000)
# Weight: weightVar
# Household ID: hhId,
# Open-ends: Review responses for any sensitive information, redact as necessary # !!!No Direct PII# !!!No Direct PII-team# !!!Include relevant variables, but check their population size first to confirm they are <100,000
locvars <- c("s0q4",
"s0q5")
mydata <- encode_location (variables= locvars, missing=999999)## [1] "Frequency table before encoding"
## s0q4. Baseline Municipality
## Malinao Manito Polangui Abucay
## 168 42 56 126
## Mariveles San Nicolas Amulung Enrile
## 224 28 70 70
## Calabanga Camaligan Canaman Jose Panganiban
## 70 14 42 70
## Labo Libmanan Magarao Naga City
## 56 14 42 28
## Ocampo Pasacao Tinambac General Emilio Aguinaldo
## 14 42 14 42
## Cauayan City Jones Pagsanjan Pila
## 56 252 126 14
## Agno Anda Bani Bautista
## 56 42 28 14
## Bugallon Calasiao San Carlos City Sual
## 56 14 14 14
## Urbiztondo Candelaria Sampaloc Jala-Jala
## 14 28 56 42
## Pililla San Mateo Tanay Pilar
## 42 42 56 70
## Sorsogon City
## 28
## [1] "Frequency table after encoding"
## s0q4. Baseline Municipality
## 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814
## 56 56 14 42 28 168 42 126 252 14 42 42 70 14 56 126 42 42 28 56 28 14 14 42 70 28 56
## 815 816 817 818 819 820 821 822 823 824 825 826 827 828
## 28 70 14 224 70 56 14 14 56 42 70 14 42 14
## [1] "Frequency table before encoding"
## s0q5. Baseline Barangay
## Wawa Calaycayan Gabon Bangkal
## 14 14 14 14
## Mabatang Salian Omboy Laon
## 14 14 14 14
## Capitangan Macaboboni Aloleng Boboy
## 14 14 14 14
## Bangan-Oda Goran Alituntung Cordova
## 14 14 14 14
## Casingsingan Norte Annafatan Carot Tondol
## 14 14 14 14
## Mal-Ong Dacap Sur Quinaoayan Diaz
## 14 14 14 14
## Poblacion Hacienda Umanday Laguit Padilla
## 42 14 14 14
## Harobay Dominirog Bonot, Sta. Rosa San Lucas
## 14 14 14 14
## Sta. Isabel San Miguel San Roque San Agustin
## 14 14 28 14
## San Francisco San Andres San Isidro Union
## 14 14 56 14
## Sinippil San Pablo Casalatan Lanna
## 14 14 14 14
## Liwan Sur Roma Sur Lemu Norte Maddarulug Norte
## 14 14 14 14
## Tabora Poblacion Iv CastaãOs Lejos Punta
## 14 14 14 14
## Bayugo Third District (Pob.) Diarao, Linamanan,
## 14 14 14 14
## Abulan, San Vicente, Papan Este, Brgy. 1
## 14 14 14 14
## Abdulam Namnama, Dalibubon, San Isidro,
## 14 14 14 14
## Dibuluan Palagao Lacab, Pungpongan,
## 14 14 14 14
## Malannit, San Sebastian, Minuri, Napallong,
## 14 14 14 14
## Nakalaya Luklukan Sur North Poblacion Calero
## 14 14 14 14
## Osmena Benit Dalas Napaod
## 14 14 14 14
## Exciban Bell Carangcang Sta. Lucia
## 14 14 14 14
## Ogob Sugcad Payahan Quinarabasahan
## 14 14 14 14
## Baybay Bulang Balza Bariw
## 14 14 14 14
## Tagaytay Tanawan Malolos Jonop
## 14 14 14 14
## Cawit Buyo Cawayan Maligaya
## 14 14 14 14
## Balon-Anito Alion Ipag Malaya
## 14 14 14 14
## Biaan Cabcaben Townsite Bayangas Ii
## 14 14 14 14
## Baseco Lucanin San Carlos Alas-Asin
## 14 14 14 14
## Mt. View Concepcion Grande Del Rosario Guinaban
## 14 14 28 14
## Pinagsanjan Buboy BiãAn Magdapio
## 14 14 14 14
## Maulawin Cabanbanan Sabang Dingin
## 14 14 14 14
## Caranan San Cirilo Sta. Rosa Santa Clara Sur (Pob.)
## 14 14 14 14
## Salvacion Inang Mercedes Putiao
## 14 14 14 14
## Quisao Hulo (Pob.) Bagumbayan (Pob.) Danao
## 14 14 14 14
## Alnay Cotnogan Balaba Banot
## 14 14 14 14
## Bilucao Bayongon Bataan Bacnar
## 14 14 14 14
## Guitnang Bayan I (Pob.) Guitnang Bayan Ii (Pob.) Malanday Pulang-Bato
## 14 14 14 14
## Alas-As Bulabog Balogo Tandang Kutyo (Pob.)
## 14 14 14 14
## Wawa (Pob.) Daraitan Sampaloc Sogod
## 14 14 14 14
## Dalangiring
## 14
## [1] "Frequency table after encoding"
## s0q5. Baseline Barangay
## 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860
## 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14
## 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887
## 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14
## 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914
## 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14
## 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941
## 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14
## 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968
## 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14
## 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995
## 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14
## 996 997
## 14 14# !!!No Indirect PII - Ordinal# !!!No Indirect PII - Categorical
# Recode those with very specific values.
# !!!No specific values# !!! Insufficient demographic data# !!!No Open-ends# !!!No GPS datahaven::write_dta(mydata, paste0(filename, "_PU.dta"))
haven::write_sav(mydata, paste0(filename, "_PU.sav"))
# Add report title dynamically
title_var <- paste0("DOL-ILAB SDC - ", filename)