DDATA ATLAS
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Programmatic pages by entity

Create individual pages for each entity using the available historical data.

Observations2,468
Entities157
Periods29
Range1996–2024
01 / Key finding

Largest Research and development expenditure (% of GDP) increase

Zambia increased by 2419.84% entre 1996 e 2008.

Verifiable findings

What the analysis found

Patterns calculated from the records, without inferring causation.

5 signals
Growth

Largest Research and development expenditure (% of GDP) increase

Zambia increased by 2419.84% entre 1996 e 2008.

ZambiaResearch and development expenditure (% of GDP)2008
Decline

Largest Research and development expenditure (% of GDP) decline

Madagascar declined by 93.04% entre 1997 e 2017.

MadagascarResearch and development expenditure (% of GDP)2017
Historical series

Research and development expenditure (% of GDP) historical series

The dataset contains 29 periods and 157 entities for Research and development expenditure (% of GDP). This supports historical series, rankings, and comparisons.

Research and development expenditure (% of GDP)
Highest value

Highest Research and development expenditure (% of GDP) value

Israel had the highest Research and development expenditure (% of GDP) value: 6.35.

IsraelResearch and development expenditure (% of GDP)2023
Lowest value

Lowest Research and development expenditure (% of GDP) value

Zambia had the lowest Research and development expenditure (% of GDP) value: 0.01.

ZambiaResearch and development expenditure (% of GDP)2002
02 / Change over time

How the data changes over time

Separate lines by entity, highlighting the five largest in the latest period.

Research and development expenditure (% of GDP)
Research and development expenditure (% of GDP) by Entity19962023
IsraelKorea, Rep.LiechtensteinSwedenUnited States
Explore

Profiles by entity

Up to 100 series
03 / Transparency

Explore the records

A table sample from the dataset used in this story.

50 of 2468 rows
Search by entity, period, or value
EntityCodeYearResearch and development expenditure (% of GDP)
AlbaniaALB20070.08411
AlbaniaALB20080.14973
AlbaniaALB20210.18998
AlbaniaALB20220.19997
AlgeriaDZA20010.21219
AlgeriaDZA20020.33807
AlgeriaDZA20030.18122
AlgeriaDZA20040.15186
AlgeriaDZA20050.06367
AlgeriaDZA20170.47865
AlgeriaDZA20230.37787
AlgeriaDZA20240.44395
American SamoaASM20030.18787
American SamoaASM20040.32528
American SamoaASM20050.36692
American SamoaASM20060.39552
AndorraAND20220.15818
AngolaAGO20160.03229
ArgentinaARG19960.41749
ArgentinaARG19970.41959
ArgentinaARG19980.41131
ArgentinaARG19990.45337
ArgentinaARG20000.43884
ArgentinaARG20010.4246
ArgentinaARG20020.38886
ArgentinaARG20030.41012
ArgentinaARG20040.40376
ArgentinaARG20050.42075
ArgentinaARG20060.45216
ArgentinaARG20070.46007
ArgentinaARG20080.47055
ArgentinaARG20090.58398
ArgentinaARG20100.56104
ArgentinaARG20110.56597
ArgentinaARG20120.63491
ArgentinaARG20130.61849
ArgentinaARG20140.59396
ArgentinaARG20150.62262
ArgentinaARG20160.55815
ArgentinaARG20170.55632
ArgentinaARG20180.4883
ArgentinaARG20190.47813
ArgentinaARG20200.54126
ArgentinaARG20210.5236
ArgentinaARG20220.54951
ArgentinaARG20230.60111
ArmeniaARM19970.18692
ArmeniaARM19980.22601
ArmeniaARM19990.214
ArmeniaARM20000.19106