cashstory/training-datamining-mds

Repository dedicated to mydigitalschool datamining training - @MyDigitalSchool

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INTELLIGENCE - CONTROL OF CORRUPTION

Objective
The control of corruption index intends to measure the corruption in 167 countries, of which 166 are sovereign states and 165 are UN member states. An index of 1 is the perfect score.

Source
The Economist Intelligence Unit

ECONOMY - GINI INDEX

Objective
The Gini index measures the equality per country. The closest to 0 the index is, the most equal the country is. The world average Gini index is at 38.

Data
GINI INDEX

Source
World Bank, Development Research Group.

ECONOMY - FASTEST GROWING COUNTRIES

Objective
This graphs shows all the growth per country organized by region.

Data
Growth value
Grow year over year
by Countries, group by regions, group by category

DEMOGRAPHY - URBAN / RURAL POPULATION ANALYSIS

Objective :
This graph shows the distribution of urban and rural population per country organized by regions.

Source:
United Nations Population Division

ECONOMY - RICHEST COUNTRIES

Objective:
Top 10 richest regions & countries in GDP per capita (wealth created per habitant) and in GDP current (total wealth created by the country)

Data :
GDP CURRENT
GDP PER CAPITA
by countries, agregated by region

Sources:

• World Bank national accounts data,
• OECD National Accounts data files.

Notes:
The top 10 for GDP current is including the G8, should the European Union be included in this ranking, it would come up 2nd biggest economy after the USA. In the top 10 for GDP per capita, the ranking include smaller countries, only the USA remains in this ranking from the GDP current ranking.

COVID-19 : Nouvelles entrées et sorties des services de réanimation

Entrées et sorties par région pour 1 million

1. Sur géodes (https://geodes.santepubliquefrance.fr/#c=indicator&view=map2…), aller dans COVID>données hospitalières>Nombre quotidien de nouvelles personnes en réanimation
   Récupérer les entrées pour chaque région
2. Sur géodes, aller dans COVID>données hospitalières>Nombre de personnes actuellement en réanimation.
   Récupérer le total pour chaque région
3. Pour chaque jour et chaque région, calculer :
   a) Le solde (Total J - Total J-1)
   b) les sorties (entrées - soldes)
4. Lisser ces données sur les 7 derniers jours
5. Représenter la courbe des entrées, celles des sorties, le solde entre les 2

Le site de SP : https://santepubliquefrance.fr/maladies-et-traumatismes/maladies-et-infections-respiratoires/infection-a-coronavirus/articles/infection-au-nouveau-coronavirus-sars-cov-2-covid-19-france-et-monde…

Source :
https://twitter.com/eorphelin/status/1249413534955589632

COVID-19 : Entrées et sorties des services de réanimation par région, pour 1 million d'habitants

https://twitter.com/eorphelin/status/1249413781970657281?s=20

ECONOMY - WORLD GROWTH CONTRIBUTION

Objective
This graph shows the biggest contributors to the growth in GDP in one year.

WORLD GROWTH CONTRIBUTION

INTELLIGENCE - VOICE AND ACCOUNTABILITY

Objective:
The Democracy Index is an index compiled by the Economist Intelligence Unit (EIU), the research and analysis division of The Economist Group, the sister company to The Economist newspaper. It intends to measure the state of democracy in 167 countries, of which 166 are sovereign states and 165 are UN member states. An Index of 1 is perfect democracy.

Source:
The Economist Intelligence Unit

INTELLIGENCE - POLITICAL STABILITY AND ABSENCE OF VIOLENCE

Objective

The political stability and absence of violence Index intends to measure the political stability in 167 countries, of which 166 are sovereign states and 165 are UN member states. An index of 1 is perfect stability.

Source
The Economist Intelligence Unit

DEMOGRAPHY - EMPLOYMENT BY SECTOR

Objective

This graph compares the world distribution of employment by sector with the country distribution. Select the country to visualize which sector is dominant.

Data
by countries, by region

Source
International Labour Organization, ILOSTAT database.

ECONOMY - GDP AND GROWTH PER COUNTRY

Objective : allows to visualize the distribution of GDP per capita and the GDP growth in the world. Click on the country on the map or select it to see the details info

Data :
GDP PER CAPITA (CURRENT US$)
GDP GROWTH (ANNUAL %)

by countries, agregated by region

Sources:

• World Bank national accounts data,
• OECD National Accounts data files.

INTELLIGENCE - LEGAL ENVIRONEMENT

Objective
This graph shows the quality of the legal environment for 167 countries, of which 166 are sovereign states and 165 are UN member states. It gathers the government effectiveness, the rule of law and the quality of regulation indexes organized by regions. An index of 1 is the perfect score.

by Region, countries, category

*Source
The Economist Intelligence Unit

DEMOGRAPHY - POPULATION BY REGION

Objective

This graph tends to show the population repartition in the world by region. The ordinate measures the growth in population for one year, the abscissa indicates the density, and the cercle shows the number of habitants.

Source
United Nations Population Division.

ECONOMY - GDP EVOLUTION & GROWTH BY REGION

Another way to look at GDP and growth through the evolution of the past 5 years.

DEMOGRAPHY - BIGGEST COUNTRIES

Objective
This graph shows the top 10 biggest countries with the percentage of the world surface they represent. + Density of population per km

Source
TBD

DEMOGRAPHY - MOST POPULATED COUNTRIES

Objective
This graph shows the top 10 most populated countries with comparative data from 2000 and forecasted data for 2030.

Source
United Nations Population Division.

COVID-19 : Nombre de patients en réanimation par région, pour 1 million d'habitants

1. Sur géodes (https://geodes.santepubliquefrance.fr/#c=indicator&view=map2…), aller dans COVID>données hospitalières>Nombre quotidien de nouvelles personnes en réanimation
   Récupérer les entrées pour chaque région
2. Sur géodes, aller dans COVID>données hospitalières>Nombre de personnes actuellement en réanimation.
   Récupérer le total pour chaque région
3. Pour chaque jour et chaque région, calculer :
   a) Le solde (Total J - Total J-1)
   b) les sorties (entrées - soldes)
4. Lisser ces données sur les 7 derniers jours
5. Représenter la courbe des entrées, celles des sorties, le solde entre les 2

Source : https://twitter.com/eorphelin/status/1249413888447320064?s=20