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.
![](data:image/png;base64,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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.