{"entity":{"iso2":null,"iso3":null,"name":"Umbria","slug":"umbria"},"indicator":{"licence":"OECD Terms and Conditions (attribution required)","slug":"r-and-d-personnel-by-sector-of-performance-and-region-r-and-d-personnel-total-economy","source":"Organisation for Economic Co-operation and Development","source_url":"https://data-explorer.oecd.org/vis?df[ds]=dsDisseminateFinalDMZ&df[id]=DSD_RDS_PERS@DF_PERS_REG","title":"R&D personnel by sector of performance and region \u2014 R&D Personnel (total economy)","unit":"Persons"},"observations":[{"date":"1994-01-01","value":2642.0},{"date":"1995-01-01","value":2277.0},{"date":"1996-01-01","value":2773.0},{"date":"2000-01-01","value":3177.0},{"date":"2003-01-01","value":3912.0},{"date":"2004-01-01","value":3901.0},{"date":"2005-01-01","value":4327.0},{"date":"2007-01-01","value":4885.0},{"date":"2008-01-01","value":4906.0},{"date":"2009-01-01","value":4674.0},{"date":"2010-01-01","value":4864.0},{"date":"2011-01-01","value":4688.0},{"date":"2012-01-01","value":4754.0},{"date":"2013-01-01","value":5030.0},{"date":"2014-01-01","value":5292.0},{"date":"2017-01-01","value":6644.0},{"date":"2018-01-01","value":7192.0},{"date":"2019-01-01","value":7204.0},{"date":"2020-01-01","value":6950.0},{"date":"2021-01-01","value":6119.0},{"date":"2022-01-01","value":5603.0},{"date":"2023-01-01","value":5395.0}],"summary":{"latest_period":"2023-01-01","latest_value":5395.0,"max":7204.0,"mean":4873.14,"min":2277.0,"of":201,"rank":143,"trend":"rising"}}