This section provides a monthly overview of the main economic data for France and a comparison with other European countries.
In addition to the comparative table, which presents the key economic data for each economy studied (France, Eurozone, Germany, Italy, Spain, the Netherlands, Belgium and the United Kingdom), other summary tables of indicators enrich the comparison (in the pdf version available).
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)
• Population, employment and the labour market data: number of inhabitants, unemployment rate, participation rate,monthly minimum wage, effective working hours, etc. Data are provided by the European Commission (AMECO), Eurostat, Insee (France), the OECD and the ONS (United Kingdom).
• Activity data by economic sectors: market and non-market services, industry (energy and manufacturing sectors excluding construction), private consumption, business investment (gross fixed capital formation in the private sector excluding housing), exports of goods and services. Data are from the national accounts (baseline year: 2015). They are provided by the European Commission (AMECO), Eurostat, Insee (France)and the OECD.
• General government data: fiscal balance, total spending, debt service, public debt (Maastricht definition). These data are provided by the European Commission, Eurostat and Insee.
• External accounts data. These are provided by the European Commission, Eurostat and Central banks.
• Data on inflation (harmonised consumer prices from Eurostat), credit (consumers and companies) and interest rates. These data are provided by the European Commission, Eurostat and Central Banks.
• Data on the accounts of non-financial companies are provided by Eurostat: wages, gross wages, social security contributions, gross operating income, gross disposable income, investment, self-financing ratio.
• Household accounts data: GDP per capita, harmonised unemployment rate, consumer spending, credit, gross savings, disposable income, private consumption deflator. These data are from Eurostat and ONS.