Priscilla Addison, Tyler Blair, Kyle Chezik, Colin Dietrich, Stephanie Lee, Marie Salmi, Gareth Walker
- header row has variable names
- Columns = country,year,year,year, ...
- comma delimited, no tabs
- contents described in file names as below
'aged_15plus_employment_rate_percent.csv'
'aid_received_per_person_current_us.csv'
'cell_phones_per_100_people.csv'
'child_mortality_0_5_year_olds_dying_per_1000_born.csv'
'corruption_perception_index_cpi.csv'
'crude_birth_rate_births_per_1000_population.csv'
'democracy_score_use_as_color.csv'
'hdi_human_development_index.csv'
'inequality_index_gini.csv'
'inflation_annual_percent.csv'
'life_expectancy_female.csv'
'life_expectancy_male.csv'
'life_expectancy_years.csv'
'literacy_rate_adult_female_percent_of_females_ages_15_above.csv'
'literacy_rate_adult_male_percent_of_males_ages_15_and_above.csv'
'literacy_rate_adult_total_percent_of_people_ages_15_and_above.csv'
'murder_per_100000_people.csv'
'num_of_journalists_killed.csv'
'population_total.csv'
'ratio_of_girls_to_boys_in_primary_and_secondary_education_perc.csv'
'total_gdp_us_inflation_adjusted.csv'
'UNCTRY_CODES.csv'
- header row has variable names
- Columns = index,country,Date,POPULATION,UNCTRY,ANNUAL_BIRTH_RATE_PER_1000,LIFE_EXP_YEARS,LIFE_EXP_YEARS_F,LIFE_EXP_YEARS_M,CHILD_MORTALITY,GDP_USD,INFLATION_PERCENT,EMPLOYMENT,GINI,AID_RECEIVED_PP,GIRLS_V_BOYS_EDU,ADULT_LIT_RATE,ADULT_LIT_RATE_F,ADULT_LIT_RATE_M,JOURNALISTS_KILLED,CELL_PHONE_PER_100,CORRUPTION_INDEX,DEMOCRACY_SCORE,HUMAN_DEV_SCORE,MURDER_PER_1000
Header row is: CTRY,YEAR,CIRI,COW,POLITY,UNCTRY,UNREG,UNSUBREG,PHYSINT,DISAP,KILL,POLPRIS,TORT,OLD_EMPINX,NEW_EMPINX,ASSN,FORMOV,DOMMOV,OLD_MOVE,SPEECH,ELECSD,OLD_RELFRE,NEW_RELFRE,WORKER,WECON,WOPOL,WOSOC,INJUD
Varieties of Democracy (V-Dem) distinguishes between five high-level principles of democracy: electoral, liberal, participatory, deliberative, and egalitarian, and collects data to measure these principles. Columns are defined in a separate publication:
https://www.v-dem.net/en/reference/version-9-apr-2019/
United Nations Statistics Division, Country Codes
https://unstats.un.org/unsd/methodology/m49/
Used as cross-data index for country identification
M49_country_codes.txt
lists these codes
gapminder_ciri_v-dem_merged.csv
Merged data of Gapminder, CIRI and V-Dem, approximately 60MB uncompressed. Committed as a 1.3MB zip. Columns data variables are as described in the source data sections.
environment.yml contains Conda environment file
Usage:
$ conda env create -f environment.yml
chromedriver is necessary for webscraping in the Selenium notebook