1.World2017Research and development services347,919.70 1.World2017Software services296,305.40 1.World2017Audio-visual services87,631.71 1.World2017Information services34,409.21 1.World2017Advertising, market research, and architecture services132,391.00 1.World2017Cultural, recreational, and heritage services5,716.88 1.World2018Research and development services363,051.90 1.World2018Software services364,683.50 1.World2018Audio-visual services98,850.94 1.World2018Information services41,457.31 1.World2018Advertising, market research, and architecture services148,765.80 1.World2018Cultural, recreational, and heritage services6,103.04 1.World2019Research and development services371,169.00 1.World2019Software services397,845.70 1.World2019Audio-visual services103,475.00 1.World2019Information services44,686.12 1.World2019Advertising, market research, and architecture services161,876.80 1.World2019Cultural, recreational, and heritage services5,480.59 1.World2020Research and development services353,541.50 1.World2020Software services420,108.30 1.World2020Audio-visual services91,646.65 1.World2020Information services37,305.74 1.World2020Advertising, market research, and architecture services157,540.40 1.World2020Cultural, recreational, and heritage services5,175.56 7.Africa2017Research and development services209.67 7.Africa2017Software services821.96 7.Africa2017Audio-visual services413.76 7.Africa2017Information services33.98 7.Africa2017Advertising, market research, and architecture services605.60 7.Africa2017Cultural, recreational, and heritage services110.82 7.Africa2018Research and development services207.69 7.Africa2018Software services754.19 7.Africa2018Audio-visual services480.95 7.Africa2018Information services63.88 7.Africa2018Advertising, market research, and architecture services502.58 7.Africa2018Cultural, recreational, and heritage services112.21 7.Africa2019Research and development services170.36 7.Africa2019Software services742.05 7.Africa2019Audio-visual services452.08 7.Africa2019Information services83.45 7.Africa2019Advertising, market research, and architecture services553.08 7.Africa2019Cultural, recreational, and heritage services98.28 7.Africa2020Research and development services143.21 7.Africa2020Software services777.95 7.Africa2020Audio-visual services319.31 7.Africa2020Information services79.22 7.Africa2020Advertising, market research, and architecture services538.41 7.Africa2020Cultural, recreational, and heritage services73.22 5.Northern America2017Research and development services104,263.10 5.Northern America2017Software services60,918.88 5.Northern America2017Audio-visual services30,458.60 5.Northern America2017Information services9,539.72 5.Northern America2017Advertising, market research, and architecture services20,555.71 5.Northern America2017Cultural, recreational, and heritage services79.97 5.Northern America2018Research and development services103,197.50 5.Northern America2018Software services62,815.74 5.Northern America2018Audio-visual services28,688.70 5.Northern America2018Information services10,879.21 5.Northern America2018Advertising, market research, and architecture services22,347.95 5.Northern America2018Cultural, recreational, and heritage services46.33 5.Northern America2019Research and development services105,322.60 5.Northern America2019Software services65,226.32 5.Northern America2019Audio-visual services28,021.40 5.Northern America2019Information services11,813.10 5.Northern America2019Advertising, market research, and architecture services24,855.18 5.Northern America2019Cultural, recreational, and heritage services27.07 5.Northern America2020Research and development services102,730.70 5.Northern America2020Software services66,246.89 5.Northern America2020Audio-visual services24,528.28 5.Northern America2020Information services8,144.93 5.Northern America2020Advertising, market research, and architecture services25,324.90 5.Northern America2020Cultural, recreational, and heritage services36.22 6.Latin America and the Caribbean2017Research and development services1,620.70 6.Latin America and the Caribbean2017Software services3,673.95 6.Latin America and the Caribbean2017Audio-visual services1,120.11 6.Latin America and the Caribbean2017Information services228.52 6.Latin America and the Caribbean2017Advertising, market research, and architecture services1,966.05 6.Latin America and the Caribbean2017Cultural, recreational, and heritage services128.76 6.Latin America and the Caribbean2018Research and development services1,662.28 6.Latin America and the Caribbean2018Software services3,377.44 6.Latin America and the Caribbean2018Audio-visual services1,270.68 6.Latin America and the Caribbean2018Information services240.06 6.Latin America and the Caribbean2018Advertising, market research, and architecture services2,009.97 6.Latin America and the Caribbean2018Cultural, recreational, and heritage services142.72 6.Latin America and the Caribbean2019Research and development services1,609.16 6.Latin America and the Caribbean2019Software services3,084.52 6.Latin America and the Caribbean2019Audio-visual services1,177.13 6.Latin America and the Caribbean2019Information services278.31 6.Latin America and the Caribbean2019Advertising, market research, and architecture services1,878.20 6.Latin America and the Caribbean2019Cultural, recreational, and heritage services172.24 6.Latin America and the Caribbean2020Research and development services1,602.98 6.Latin America and the Caribbean2020Software services3,160.87 6.Latin America and the Caribbean2020Audio-visual services1,068.38 6.Latin America and the Caribbean2020Information services254.01 6.Latin America and the Caribbean2020Advertising, market research, and architecture services1,691.09 6.Latin America and the Caribbean2020Cultural, recreational, and heritage services115.52 9.Asia2017Research and development services65,649.64 9.Asia2017Software services77,229.71 9.Asia2017Audio-visual services9,444.79 9.Asia2017Information services4,137.29 9.Asia2017Advertising, market research, and architecture services42,377.46 9.Asia2017Cultural, recreational, and heritage services804.10 9.Asia2018Research and development services68,893.07 9.Asia2018Software services92,784.91 9.Asia2018Audio-visual services13,099.25 9.Asia2018Information services5,476.27 9.Asia2018Advertising, market research, and architecture services51,086.58 9.Asia2018Cultural, recreational, and heritage services930.59 9.Asia2019Research and development services72,734.73 9.Asia2019Software services97,646.15 9.Asia2019Audio-visual services14,199.25 9.Asia2019Information services6,998.19 9.Asia2019Advertising, market research, and architecture services58,720.09 9.Asia2019Cultural, recreational, and heritage services992.49 9.Asia2020Research and development services70,115.74 9.Asia2020Software services105,309.20 9.Asia2020Audio-visual services13,262.72 9.Asia2020Information services7,029.13 9.Asia2020Advertising, market research, and architecture services62,638.87 9.Asia2020Cultural, recreational, and heritage services903.20 4.Europe2017Research and development services174,871.60 4.Europe2017Software services151,524.40 4.Europe2017Audio-visual services45,573.03 4.Europe2017Information services20,256.93 4.Europe2017Advertising, market research, and architecture services66,454.45 4.Europe2017Cultural, recreational, and heritage services4,382.74 4.Europe2018Research and development services187,854.00 4.Europe2018Software services202,802.20 4.Europe2018Audio-visual services54,469.45 4.Europe2018Information services24,383.87 4.Europe2018Advertising, market research, and architecture services72,436.90 4.Europe2018Cultural, recreational, and heritage services4,655.14 4.Europe2019Research and development services189,996.40 4.Europe2019Software services228,966.70 4.Europe2019Audio-visual services58,800.26 4.Europe2019Information services25,047.77 4.Europe2019Advertising, market research, and architecture services75,543.57 4.Europe2019Cultural, recreational, and heritage services3,961.93 4.Europe2020Research and development services177,593.10 4.Europe2020Software services242,406.60 4.Europe2020Audio-visual services51,569.79 4.Europe2020Information services21,491.20 4.Europe2020Advertising, market research, and architecture services67,043.13 4.Europe2020Cultural, recreational, and heritage services3,437.90 8.Oceania2017Research and development services1,305.03 8.Oceania2017Software services2,136.54 8.Oceania2017Audio-visual services621.43 8.Oceania2017Information services212.77 8.Oceania2017Advertising, market research, and architecture services431.75 8.Oceania2017Cultural, recreational, and heritage services210.50 8.Oceania2018Research and development services1,237.31 8.Oceania2018Software services2,149.05 8.Oceania2018Audio-visual services841.91 8.Oceania2018Information services414.02 8.Oceania2018Advertising, market research, and architecture services381.85 8.Oceania2018Cultural, recreational, and heritage services216.05 8.Oceania2019Research and development services1,335.71 8.Oceania2019Software services2,180.03 8.Oceania2019Audio-visual services824.85 8.Oceania2019Information services465.31 8.Oceania2019Advertising, market research, and architecture services326.73 8.Oceania2019Cultural, recreational, and heritage services228.58 8.Oceania2020Research and development services1,355.84 8.Oceania2020Software services2,206.86 8.Oceania2020Audio-visual services898.17 8.Oceania2020Information services307.25 8.Oceania2020Advertising, market research, and architecture services304.00 8.Oceania2020Cultural, recreational, and heritage services609.50 3.Developing economies2017Research and development services21,834.25 3.Developing economies2017Software services69,678.76 3.Developing economies2017Audio-visual services6,386.28 3.Developing economies2017Information services2,796.22 3.Developing economies2017Advertising, market research, and architecture services39,751.16 3.Developing economies2017Cultural, recreational, and heritage services1,010.69 3.Developing economies2018Research and development services24,513.50 3.Developing economies2018Software services81,797.73 3.Developing economies2018Audio-visual services8,331.20 3.Developing economies2018Information services3,602.78 3.Developing economies2018Advertising, market research, and architecture services47,742.22 3.Developing economies2018Cultural, recreational, and heritage services1,156.00 3.Developing economies2019Research and development services25,457.44 3.Developing economies2019Software services84,127.50 3.Developing economies2019Audio-visual services8,809.21 3.Developing economies2019Information services4,043.53 3.Developing economies2019Advertising, market research, and architecture services54,998.25 3.Developing economies2019Cultural, recreational, and heritage services1,221.98 3.Developing economies2020Research and development services26,463.57 3.Developing economies2020Software services90,087.15 3.Developing economies2020Audio-visual services8,213.06 3.Developing economies2020Information services3,988.66 3.Developing economies2020Advertising, market research, and architecture services58,243.05 3.Developing economies2020Cultural, recreational, and heritage services1,058.92 2.Developed economies2017Research and development services326,085.50 2.Developed economies2017Software services226,626.70 2.Developed economies2017Audio-visual services81,245.43 2.Developed economies2017Information services31,612.99 2.Developed economies2017Advertising, market research, and architecture services92,639.87 2.Developed economies2017Cultural, recreational, and heritage services4,706.19 2.Developed economies2018Research and development services338,538.40 2.Developed economies2018Software services282,885.80 2.Developed economies2018Audio-visual services90,519.74 2.Developed economies2018Information services37,854.53 2.Developed economies2018Advertising, market research, and architecture services101,023.60 2.Developed economies2018Cultural, recreational, and heritage services4,947.04 2.Developed economies2019Research and development services345,711.60 2.Developed economies2019Software services313,718.20 2.Developed economies2019Audio-visual services94,665.77 2.Developed economies2019Information services40,642.60 2.Developed economies2019Advertising, market research, and architecture services106,878.60 2.Developed economies2019Cultural, recreational, and heritage services4,258.62 2.Developed economies2020Research and development services327,077.90 2.Developed economies2020Software services330,021.10 2.Developed economies2020Audio-visual services83,433.60 2.Developed economies2020Information services33,317.08 2.Developed economies2020Advertising, market research, and architecture services99,297.35 2.Developed economies2020Cultural, recreational, and heritage services4,116.65