kenya crime and economy

statvar_imports/country/kenya/crimes/README.md

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+## Table of Contents
+
+1. [About the Dataset](#about-the-dataset)
+2. [Type of place](#about-the-import)
+3. [Statvar](#statvar)
+4. [Verticals: Crimes]
+5. [years]
+6. [how to run]
+
+## About the Dataset
+The dataset describes about the types of crime in Kenya country. 
+
+### How to download data 
+Went through the website https://kenya.opendataforafrica.org/ selected the variables manually and downloaded.
+
+### type of place: Country level
+
+### statvars:  Crimes
+
+### years: 2016-2020
+
+###place resolve: Manually
+
+### how to run: 
+
+Open a terminal or command prompt.
+To process your data, type the following command and replace the bracketed parts with your actual file paths:
+python3 stat_var_processor.py --input_data='<input csv>' --pv_map="<pv_map*.csv>"  --config="<metadata.csv>"  --
+
+python3 stat_var_processor.py --existing_statvar_mcf=stat_vars.mcf --input_data=statvar_imports/country/kenya/crimes/sample_input/<input_file>.csv --pv_map=statvar_imports/country/kenya/crimes/pv_map/_pvmap.csv --config=statvar_imports/country/kenya/crimes/pv_map/.csv --output_path=statvar_imports/country/kenya/crimes/test_data/sample_output/
+
+The script generates CSV, TMCF, & MCF files.
+
+

statvar_imports/country/kenya/crimes/kenya_crime_metadata.csv

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+parameter,value
+url,https://kenya.opendataforafrica.org/
+description,Kenya crimes
+#place_type,Country
+#places_within,country/KEN
+start_date,2016
+end_date,2020
+release_frequency,
+process,
+comments,
+output_columns,"observationAbout,observationDate,value,variableMeasured,unit,scalingFactor,#input"
+header_rows,1
+drop_statvars_without_svobs,0
+#existing_statvar_mcf,""""""

statvar_imports/country/kenya/crimes/kenya_crimes_pvmap.csv

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+key,prop,value,p1,v1,p2,v2,p3,v3,,
+Crime,name,"""{Data}""",,,,,,,,
+place,observationAbout,{Data},,,,,,,,
+Total,populationType,CriminalActivities,measuredProperty,count,name,"""Total Criminal Activities""",,,,
+Homicide,populationType,CriminalActivities,measuredProperty,count,crimeType,Homicide,name,"""Homicide Criminal Activity""",,
+Offences against morality,measurementQualifier,Offense,measuredProperty,count,crimeType,CrimeAgainstMorality,populationType,CriminalActivities,name,"""Crime Against Morality"""
+Other offences against persons,measurementQualifier,Offense,measuredProperty,count,crimeType,CrimeAgainstPerson,populationType,CriminalActivities,name,"""Crime Against Person"" "
+Robbery,populationType,CriminalActivities,measuredProperty,count,crimeType,Robbery,name,"""Number of robberies""",,
+Breakings,populationType,CriminalActivities,measuredProperty,count,crimeType,CrimeBreakings,name,"""Number of breaking crimes""",,
+Theft of stock,populationType,CriminalActivities,measuredProperty,count,crimeType,TheftOfStock,name,"""Number of theft of stock""",,
+Stealing,populationType,CriminalActivities,measuredProperty,count,crimeType,Stealing,name,"""Number of Criminal Activities involving stealing""",,
+Theft by servant,populationType,CriminalActivities,measuredProperty,count,crimeType,TheftByServant,name,"""Number of thefts by servant""",,
+Theft of Vehicles and other thefts,populationType,CriminalActivities,measuredProperty,count,crimeType,TheftOfMotorVehicle__OtherTheft,name,"""Number of Motor Vehicle or Other Theft""",,
+Dangerous drugs,populationType,CriminalActivities,measuredProperty,count,crimeType,DangerousDrugs,name," ""Number of crimes related to dangerous drugs""",,
+Traffic offences,populationType,CriminalActivities,measuredProperty,count,crimeType,TrafficOffences,name,"""Number of traffic offences""",,
+Criminal damage,populationType,CriminalActivities,measuredProperty,count,crimeType,CriminalDamage,name,"""Number of criminal damage""",,
+Economic crimes,populationType,CriminalActivities,measuredProperty,count,crimeType,EconomicCrime,name,"""Number of economic crimes""",,
+Corruption,populationType,CriminalActivities,measuredProperty,count,crimeType,CorruptionCrime,name,"""Number of corruption crimes""",,
+Offences involving police officers,measurementQualifier,Offense,measuredProperty,count,crimeType,CrimeInvolvingPoliceOfficers,populationType,CriminalActivities,name,"""Crime Involving Police Officers"""
+Offences involving tourists,measurementQualifier,Offense,measuredProperty,count,crimeType,CrimeInvolvingTourists,populationType,CriminalActivities,name,"""Crime Involving Tourists"""
+Other penal code offences,populationType,CriminalActivities,measuredProperty,count,crimeType,KEN_OtherPenalCodeOffence,populationType,CriminalActivities,name,"""Kenya Other Penal Code Offence"""
+2013,value,{Number},observationDate,2013,,,,,,
+2014,value,{Number},observationDate,2014,,,,,,
+2015,value,{Number},observationDate,2015,,,,,,
+2016,value,{Number},observationDate,2016,,,,,,
+2017,value,{Number},observationDate,2017,,,,,,
+2018,value,{Number},observationDate,2018,,,,,,
+2019,value,{Number},observationDate,2019,,,,,,
+2020,value,{Number},observationDate,2020,,,,,,

statvar_imports/country/kenya/crimes/sample_input/kenya_crimes_data.csv

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+place,Crime,Units,2016,2017,2018,2019,2020
+country/KEN,Total,,76986,77992,88268,93411,69645
+country/KEN,Homicide,,2751,2774,2856,2971,3111
+country/KEN,Offences against morality,,6228,5492,7233,8051,9153
+country/KEN,Other offences against persons,,22295,22515,25049,27196,19288
+country/KEN,Robbery,,2697,2713,2935,2858,2384
+country/KEN,Breakings,,5621,6131,5970,5976,4252
+country/KEN,Theft of stock,,1918,2136,2077,1962,1556
+country/KEN,Stealing,,10361,11656,12845,13954,8709
+country/KEN,Theft by servant,,2440,2632,2477,2226,1467
+country/KEN,Theft of Vehicles and other thefts,,1355,1404,1370,1298,1031
+country/KEN,Dangerous drugs,,6160,5565,8021,8011,4477
+country/KEN,Traffic offences,,139,69,213,341,186
+country/KEN,Criminal damage,,4307,4262,4783,4852,3530
+country/KEN,Economic crimes,,3503,3695,4100,4786,3488
+country/KEN,Corruption,,92,75,119,130,133
+country/KEN,Offences involving police officers,,57,86,174,77,64
+country/KEN,Offences involving tourists,,15,15,93,48,26
+country/KEN,Other penal code offences,,7047,6772,7953,8674,6790