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PREDICT data & metadata

The 2021 PREDICT Dataset represents the most comprehensive information system available on ICT industries and their R&D, and is a reference point also for the EU Digital Agenda Scoreboard and the horizontal chapter ‘The EU ICT Sector and its R&D Performance’ of the Digital Economy and Society Index (DESI). The PREDICT Dataset provides a detailed analysis of the state of ICT R&D and other macroeconomic variables in the European Union and in the major competing economies.

The PREDICT Dataset is published annually. It has been deepened and expanded along the years in order to include complementary dimensions, such as the Media and Content sector. Since 2017, an updated methodology for estimating ICT Government budget allocations for R&D (ICT GBARD) is applied. Furthermore, for the most important indicators, existing PREDICT time series have been reconstructed back to 1995, while the main indicators are nowcasted for 2019 and 2020, thus providing comparable time series from 1995 to 2020.

The PREDICT Dataset is based on the latest data available from official sources (such as National Accounts and R&D statistics from Eurostat and OECD). Missing data have been filled in by applying statistical methods explained in the Methodology. As a consequence, the figures presented in the PREDICT Dataset may not be directly comparable with those of corresponding indicators published by Eurostat.

The PREDICT Dataset can be downloaded:

1. As a set of individual zip files per macroeconomic variable

Each zip file contains one or more excel files portraying data (in some cases one for euro and one for PPS values) and another corresponding to metadata (containing reference to sources, and to whether each specific cell is estimated or corresponds to the originally available data). The data structure is explained in the first sheet of each file.

value_added_predict2021.zip
English
(2.46 MB - ZIP)
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gross_output_predict2021.zip
English
(2.43 MB - ZIP)
Download
employment_predict2021.zip
English
(1.28 MB - ZIP)
Download
hours_worked_predict2021.zip
English
(1.34 MB - ZIP)
Download
labour_productivity_per_person_employed_predict2021.zip
English
(2.83 MB - ZIP)
Download
labour_productivity_per_hour_worked_predict2021.zip
English
(2.82 MB - ZIP)
Download
business_rd_expenditure_predict2021.zip
English
(2 MB - ZIP)
Download
business_rd_personnel_predict2021.zip
English
(841.09 KB - ZIP)
Download
business_rd_researchers_predict2021.zip
English
(840.8 KB - ZIP)
Download

Government Budget Allocations for R&D

government_budget_allocations_for_ict_rd_predict2021.zip
English
(985.66 KB - ZIP)
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euro_exchange_rates_predict2021.zip
English
(34.47 KB - ZIP)
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purchasing_power_parities_predict2021.zip
English
(39.81 KB - ZIP)
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price_index_predict2021.zip
English
(798.67 KB - ZIP)
Download

2. As a single compressed Excel or CSV file (long format):