odojoachim / EbolaML

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creating dataset from DataBank website #18

Open odojoachim opened 7 years ago

odojoachim commented 7 years ago

List of variables collected from the website:

Agriculture, value added (annual % growth) CO2 emissions (kg per 2011 PPP $ of GDP) CO2 emissions (metric tons per capita) Rural population (% of total population) Gross savings (% of GDP) GDP per capita, PPP (current international $) GDP per capita growth (annual %) GDP per capita (current US$) Unemployment, total (% of total labour force) (modelled ILO estimate) GDP growth (annual %) Gross national expenditure (% of GDP) Health expenditure, total (% of GDP) Physicians (per 1,000 people) Nurses and midwives (per 1,000 people) Community health workers (per 1,000 people) Hospital beds (per 1,000 people) Urban population (% of total) Inflation, consumer prices (annual %) Communications, computer, etc. (% of service exports, BoP) Communications, computer, etc. (% of service imports, BoP) GNI per capita growth (annual %) GNI growth (annual %) GNI (current US$) Land area (sq. km) Labor force, total Employment to population ratio

odojoachim commented 7 years ago

Will upload updated version in the morning

odojoachim commented 7 years ago

Still missing factors: Practice register doctor per person (try to find better record) Gross National Product per capita Cloven-hoofed animals Infrastructure road Humidity Wind speed and direction

odojoachim commented 7 years ago

GDP refers to and measures the domestic levels of production, whereas GNP measures the levels of production of any person or corporation of a country

Read more: What is the functional difference between GDP and GNP? | Investopedia http://www.investopedia.com/ask/answers/030415/what-functional-difference-between-gdp-and-gnp.asp#ixzz4p5L8iVhm Follow us: Investopedia on Facebook

As they measure similar thing we can omit the variable

odojoachim commented 7 years ago

New updated list of variables taken from the website including agriculture factors instead of Cloven-hoofed animals. The total of 31 potential variables.

Unemployment, total (% of total labor force) (modeled ILO estimate) Agriculture, value added (annual % growth) Urban population (% of total) Rural population (% of total population) Gross savings (% of GDP) GDP per capita, PPP (current international $) GDP per capita growth (annual %) GDP per capita (current US$) GDP growth (annual %) CO2 emissions (kg per 2011 PPP $ of GDP) CO2 emissions (metric tons per capita) Gross national expenditure (% of GDP) Health expenditure, total (% of GDP) Physicians (per 1,000 people) Nurses and midwives (per 1,000 people) Community health workers (per 1,000 people) Hospital beds (per 1,000 people) GNI per capita growth (annual %) GNI growth (annual %) GNI (current US$) Inflation, consumer prices (annual %) Communications, computer, etc. (% of service exports, BoP) Communications, computer, etc. (% of service imports, BoP) Labor force, total Land area (sq. km) Employment to population ratio, 15+, total (%) (modeled ILO estimate) Net migration Agriculture, value added (annual % growth) Livestock production index (2004-2006 = 100) Agricultural land (% of land area) Agricultural land (sq. km)