Upload 8 files

data/time_series/cluster_0_METHOD_time_series.csv

@@ -1,15 +1,15 @@
-,green roof,information technology,envi,urban green space,vertical greenery system,daylight,vegetation,urban heat island,simple low,internet of things technology,energyplus,global warming,control system,questionnaire,shading system operation,simulation software,range of cost,materials and technology,led lighting lamp,photovoltaic system
+,green roof,information technology,envi,urban green space,vertical greenery system,daylight,vegetation,urban heat island,internet of things technology,energyplus,global warming,control system,questionnaire,shading system operation,simulation software,range of cost,materials and technology,led lighting lamp,photovoltaic system,numerical model
 2010,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 2011,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-2012,0.01286008230452675,0.032407407407407406,0.00154320987654321,0.00308641975308642,0.00308641975308642,0.00308641975308642,,0.018518518518518517,0.00308641975308642,,,0.010802469135802469,0.004629629629629629,0.00154320987654321,0.004629629629629629,0.00308641975308642,0.007716049382716049,,0.00617283950617284,0.00617283950617284
-2013,0.005824535857298871,0.019657808518383692,0.0032763014197306154,0.0032763014197306154,0.0010921004732435385,0.008736803785948308,0.004368401892974154,0.012013105205678921,0.006552602839461231,0.0010921004732435385,,0.008736803785948308,0.007644703312704769,0.0010921004732435385,0.005460502366217692,0.002184200946487077,0.004368401892974154,,0.004368401892974154,0.0010921004732435385
-2014,0.008207934336525308,0.027701778385772913,,0.004103967168262654,0.006155950752393981,0.009233926128590971,0.002051983584131327,0.016415868673050615,0.0030779753761969904,,,0.009233926128590971,0.009233926128590971,,0.006155950752393981,0.0030779753761969904,0.005129958960328317,0.0010259917920656635,0.005129958960328317,0.002051983584131327
-2015,0.007387508394895903,0.026192075218267295,0.0030221625251846875,0.005036937541974479,0.0030221625251846875,0.004029550033579583,,0.01712558764271323,0.005036937541974479,,0.0010073875083948958,0.015110812625923438,0.005036937541974479,,0.008059100067159167,,0.010073875083948958,0.0020147750167897917,0.004029550033579583,0.0010073875083948958
-2016,0.009295673936360386,0.019306399713979263,0.0021451555237754737,0.007508044333214158,0.007508044333214158,0.012870933142652842,0.0021451555237754737,0.036467643904183056,0.006435466571326421,0.0010725777618877368,0.0021451555237754737,0.012870933142652842,0.006435466571326421,0.0021451555237754737,0.004290311047550947,0.0010725777618877368,0.008580622095101895,,0.008580622095101895,0.0010725777618877368
-2017,0.004892367906066536,0.0136986301369863,0.0019569471624266144,0.0029354207436399216,0.003913894324853229,0.004892367906066536,,0.018590998043052837,0.008806262230919765,0.0009784735812133072,0.0019569471624266144,0.007827788649706457,0.004892367906066536,,0.005870841487279843,0.003913894324853229,0.008806262230919765,,0.0029354207436399216,0.0019569471624266144
-2018,0.009962640099626401,0.021481942714819426,0.0009339975093399751,0.0037359900373599006,0.002801992528019925,0.010273972602739725,,0.023349937733499377,0.006537982565379826,0.00560398505603985,,0.007471980074719801,0.010273972602739725,,0.006537982565379826,0.0037359900373599006,0.007471980074719801,0.0009339975093399751,0.004669987546699875,0.0037359900373599006
-2019,0.007880664227413453,0.025330706445257527,0.0033774275260343373,0.004221784407542921,0.0016887137630171687,0.009287925696594427,0.0008443568815085843,0.021108922037714608,0.010976639459611595,0.002533070644525753,0.0016887137630171687,0.010132282578103013,0.0033774275260343373,,0.0059104981705600905,0.0008443568815085843,0.008443568815085843,0.0008443568815085843,0.0016887137630171687,0.0008443568815085843
-2020,0.0047512576858580215,0.019284516489659027,,0.003353828954723309,,0.005869200670765791,,0.030184460592509784,0.007546115148127446,0.0008384572386808273,,0.011738401341531582,0.003353828954723309,0.0008384572386808273,0.004192286193404136,,0.0008384572386808273,0.0016769144773616546,0.003353828954723309,0.002515371716042482
-2021,0.009041161075422317,0.02569593147751606,0.0021413276231263384,0.007851534618129909,0.004996431120628123,0.007851534618129909,0.0014275517487508922,0.02926481084939329,0.0035688793718772305,0.0021413276231263384,0.0007137758743754461,0.017130620985010708,0.005710206995003569,,0.009279086366880799,0.0007137758743754461,0.006423982869379015,0.0007137758743754461,0.0007137758743754461,0.004282655246252677
-2022,0.008849557522123894,0.017959396147839667,0.004685059864653826,0.007027589796980739,0.002342529932326913,0.012493492972410203,0.002342529932326913,0.028110359187922956,0.006246746486205101,0.0015616866215512754,0.0007808433107756377,0.018740239458615304,0.009370119729307652,,0.006246746486205101,0.0007808433107756377,0.0015616866215512754,0.0015616866215512754,0.0015616866215512754,
-2023,0.0065998533365925205,0.01906624297237839,0.0065998533365925205,0.008799804448790027,0.0014666340747983377,0.0065998533365925205,0.0007333170373991689,0.029332681495966753,0.005866536299193351,0.0014666340747983377,,0.02199951112197507,0.002199951112197507,0.0007333170373991689,0.005866536299193351,0.0014666340747983377,0.004399902224395014,0.0014666340747983377,0.002199951112197507,0.0014666340747983377
+2012,0.01286008230452675,0.032407407407407406,0.00154320987654321,0.00308641975308642,0.00308641975308642,0.00308641975308642,,0.018518518518518517,,,0.010802469135802469,0.004629629629629629,0.00154320987654321,0.004629629629629629,0.00308641975308642,0.007716049382716049,,0.00617283950617284,0.00617283950617284,0.00308641975308642
+2013,0.005824535857298871,0.019657808518383692,0.0032763014197306154,0.0032763014197306154,0.0010921004732435385,0.008736803785948308,0.004368401892974154,0.012013105205678921,0.0010921004732435385,,0.008736803785948308,0.007644703312704769,0.0010921004732435385,0.005460502366217692,0.002184200946487077,0.004368401892974154,,0.004368401892974154,0.0010921004732435385,0.002184200946487077
+2014,0.008207934336525308,0.027701778385772913,,0.004103967168262654,0.006155950752393981,0.009233926128590971,0.002051983584131327,0.016415868673050615,,,0.009233926128590971,0.009233926128590971,,0.006155950752393981,0.0030779753761969904,0.005129958960328317,0.0010259917920656635,0.005129958960328317,0.002051983584131327,0.0010259917920656635
+2015,0.007387508394895903,0.026192075218267295,0.0030221625251846875,0.005036937541974479,0.0030221625251846875,0.004029550033579583,,0.01712558764271323,,0.0010073875083948958,0.015110812625923438,0.005036937541974479,,0.008059100067159167,,0.010073875083948958,0.0020147750167897917,0.0030221625251846875,0.0010073875083948958,0.004029550033579583
+2016,0.009295673936360386,0.019306399713979263,0.0021451555237754737,0.007508044333214158,0.007508044333214158,0.012870933142652842,0.0021451555237754737,0.036467643904183056,0.0010725777618877368,0.0021451555237754737,0.012870933142652842,0.006435466571326421,0.0021451555237754737,0.004290311047550947,0.0010725777618877368,0.008580622095101895,,0.008580622095101895,0.0010725777618877368,0.005362888809438684
+2017,0.004892367906066536,0.0136986301369863,0.0019569471624266144,0.0029354207436399216,0.003913894324853229,0.004892367906066536,,0.018590998043052837,0.0009784735812133072,0.0019569471624266144,0.007827788649706457,0.004892367906066536,,0.005870841487279843,0.003913894324853229,0.008806262230919765,,0.0029354207436399216,0.0019569471624266144,0.0019569471624266144
+2018,0.009962640099626401,0.021481942714819426,0.0009339975093399751,0.0037359900373599006,0.002801992528019925,0.008405977584059775,,0.023349937733499377,0.00560398505603985,,0.007471980074719801,0.010273972602739725,,0.006537982565379826,0.0037359900373599006,0.007471980074719801,0.0009339975093399751,0.004669987546699875,0.0037359900373599006,0.0037359900373599006
+2019,0.007880664227413453,0.025330706445257527,0.0033774275260343373,0.004221784407542921,0.0016887137630171687,0.009287925696594427,0.0008443568815085843,0.021108922037714608,0.002533070644525753,0.0016887137630171687,0.010132282578103013,0.0033774275260343373,,0.0059104981705600905,0.0008443568815085843,0.008443568815085843,0.0008443568815085843,0.0016887137630171687,0.0008443568815085843,0.007599211933577259
+2020,0.0047512576858580215,0.019284516489659027,,0.003353828954723309,,0.005869200670765791,,0.030184460592509784,0.0008384572386808273,,0.011738401341531582,0.002515371716042482,0.0008384572386808273,0.004192286193404136,,0.0008384572386808273,0.0016769144773616546,0.003353828954723309,0.002515371716042482,0.004192286193404136
+2021,0.009041161075422317,0.02569593147751606,0.0021413276231263384,0.007851534618129909,0.004996431120628123,0.007851534618129909,0.0014275517487508922,0.028551034975017844,0.0021413276231263384,0.0007137758743754461,0.017130620985010708,0.005710206995003569,,0.009279086366880799,0.0007137758743754461,0.006423982869379015,0.0007137758743754461,0.0007137758743754461,0.004282655246252677,0.0021413276231263384
+2022,0.008849557522123894,0.017959396147839667,0.004685059864653826,0.007027589796980739,0.002342529932326913,0.012493492972410203,0.002342529932326913,0.028110359187922956,0.0015616866215512754,0.0007808433107756377,0.017959396147839667,0.009370119729307652,,0.006246746486205101,0.0007808433107756377,0.0015616866215512754,0.0015616866215512754,0.0015616866215512754,,0.004685059864653826
+2023,0.0065998533365925205,0.01906624297237839,0.0065998533365925205,0.008799804448790027,0.0014666340747983377,0.0065998533365925205,0.0007333170373991689,0.029332681495966753,0.0014666340747983377,,0.02199951112197507,0.002199951112197507,0.0007333170373991689,0.005866536299193351,0.0014666340747983377,0.004399902224395014,0.0014666340747983377,0.002199951112197507,0.0014666340747983377,0.005133219261794182

data/time_series/cluster_0_TASK_time_series.csv

@@ -1,15 +1,15 @@
 ,thermal comfort,energy performance,daylighting system design,thermal performance evaluation,urban heat island,green roof,information technology,outdoor thermal comfort,lighting system,community planning,residential building,cooling effect,simulating model,phase change material,heat transmission,global warming,indoor thermal comfort,architectural design,urban environment,temperature range
 2010,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 2011,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-2012,0.018518518518518517,0.1095679012345679,0.037037037037037035,0.026234567901234566,0.018518518518518517,0.03858024691358025,0.032407407407407406,0.009259259259259259,0.015432098765432098,0.010802469135802469,0.013888888888888888,0.013888888888888888,0.016975308641975308,0.010802469135802469,0.015432098765432098,0.010802469135802469,0.00617283950617284,0.010802469135802469,0.00308641975308642,0.01234567901234568
+2012,0.018518518518518517,0.1080246913580247,0.037037037037037035,0.026234567901234566,0.018518518518518517,0.03858024691358025,0.032407407407407406,0.009259259259259259,0.015432098765432098,0.010802469135802469,0.013888888888888888,0.013888888888888888,0.016975308641975308,0.010802469135802469,0.015432098765432098,0.010802469135802469,0.00617283950617284,0.010802469135802469,0.00308641975308642,0.01234567901234568
 2013,0.022934109938114306,0.10374954495813615,0.04586821987622861,0.024026210411357843,0.012013105205678921,0.017473607571896616,0.019657808518383692,0.005460502366217692,0.019657808518383692,0.007644703312704769,0.010921004732435385,0.005460502366217692,0.007644703312704769,0.010921004732435385,0.010921004732435385,0.008736803785948308,0.007644703312704769,0.008736803785948308,0.008736803785948308,0.016381507098653075
 2014,0.02496580027359781,0.08618331053351573,0.04103967168262654,0.02359781121751026,0.016415868673050615,0.024623803009575923,0.027701778385772913,0.012311901504787962,0.022571819425444596,0.012311901504787962,0.02051983584131327,0.007181942544459644,0.010259917920656635,0.006155950752393981,0.009233926128590971,0.009233926128590971,0.011285909712722298,0.012311901504787962,0.006155950752393981,0.012311901504787962
-2015,0.0325721961047683,0.09066487575554064,0.03324378777703156,0.03223640026863667,0.01712558764271323,0.022162525184687712,0.026192075218267295,0.009066487575554063,0.015110812625923438,0.008059100067159167,0.015110812625923438,0.011081262592343856,0.008059100067159167,0.010073875083948958,0.01208865010073875,0.015110812625923438,0.008059100067159167,0.015110812625923438,0.014103425117528542,0.009066487575554063
-2016,0.03324991061851984,0.0900965319985699,0.028959599570968893,0.03432248838040758,0.036467643904183056,0.027887021809081158,0.019306399713979263,0.015016088666428316,0.013943510904540579,0.012870933142652842,0.011798355380765105,0.015016088666428316,0.01608866642831605,0.012870933142652842,0.015016088666428316,0.012870933142652842,0.008580622095101895,0.009653199856989631,0.011798355380765105,0.009653199856989631
-2017,0.023483365949119372,0.050880626223091974,0.016634050880626222,0.022504892367906065,0.018590998043052837,0.014677103718199608,0.0136986301369863,0.008806262230919765,0.018590998043052837,0.01761252446183953,0.007827788649706457,0.00684931506849315,0.012720156555772993,0.010763209393346379,0.010763209393346379,0.007827788649706457,0.005870841487279843,0.005870841487279843,0.009784735812133072,0.004892367906066536
+2015,0.0325721961047683,0.09066487575554064,0.03324378777703156,0.03223640026863667,0.01712558764271323,0.022162525184687712,0.026192075218267295,0.009066487575554063,0.014103425117528542,0.008059100067159167,0.015110812625923438,0.011081262592343856,0.008059100067159167,0.010073875083948958,0.01208865010073875,0.015110812625923438,0.008059100067159167,0.015110812625923438,0.014103425117528542,0.009066487575554063
+2016,0.03324991061851984,0.08902395423668216,0.028959599570968893,0.03432248838040758,0.036467643904183056,0.027887021809081158,0.019306399713979263,0.015016088666428316,0.013943510904540579,0.012870933142652842,0.011798355380765105,0.015016088666428316,0.01608866642831605,0.012870933142652842,0.015016088666428316,0.012870933142652842,0.008580622095101895,0.009653199856989631,0.011798355380765105,0.009653199856989631
+2017,0.023483365949119372,0.050880626223091974,0.016634050880626222,0.022504892367906065,0.018590998043052837,0.014677103718199608,0.0136986301369863,0.008806262230919765,0.018590998043052837,0.01761252446183953,0.007827788649706457,0.00684931506849315,0.011741682974559686,0.010763209393346379,0.010763209393346379,0.007827788649706457,0.005870841487279843,0.005870841487279843,0.009784735812133072,0.004892367906066536
 2018,0.03798256537982565,0.07098381070983811,0.031755915317559155,0.029887920298879204,0.023349937733499377,0.029887920298879204,0.021481942714819426,0.01681195516811955,0.01681195516811955,0.02054794520547945,0.01681195516811955,0.014009962640099625,0.013075965130759652,0.014009962640099625,0.0112079701120797,0.007471980074719801,0.015877957658779578,0.0112079701120797,0.0112079701120797,0.012141967621419676
-2019,0.04137348719392063,0.10047846889952153,0.03630734590486913,0.032929918378834785,0.021108922037714608,0.023641992682240362,0.025330706445257527,0.01773149451168027,0.012665353222628763,0.01942020827469744,0.015198423867154517,0.008443568815085843,0.02195327891922319,0.010132282578103013,0.01350971010413735,0.010132282578103013,0.008443568815085843,0.015198423867154517,0.015198423867154517,0.010976639459611595
-2020,0.033817775293460035,0.06036892118501957,0.022638345444382334,0.020122973728339856,0.030184460592509784,0.014253773057574064,0.019284516489659027,0.0184460592509782,0.0184460592509782,0.011738401341531582,0.010899944102850756,0.005869200670765791,0.002515371716042482,0.014253773057574064,0.011738401341531582,0.011738401341531582,0.014253773057574064,0.01257685858021241,0.014253773057574064,0.010899944102850756
-2021,0.03568879371877231,0.06281227694503927,0.02569593147751606,0.02712348322626695,0.02926481084939329,0.02712348322626695,0.02569593147751606,0.018558172733761598,0.009992862241256246,0.014275517487508922,0.019271948608137045,0.014275517487508922,0.01641684511063526,0.014989293361884369,0.013561741613133475,0.017130620985010708,0.014275517487508922,0.014989293361884369,0.013561741613133475,0.010706638115631691
-2022,0.04060385216033316,0.0601249349297241,0.025767829255596043,0.015616866215512754,0.028110359187922956,0.02654867256637168,0.017959396147839667,0.03748047891723061,0.005465903175429464,0.014836022904737116,0.015616866215512754,0.021863612701717855,0.017959396147839667,0.019521082769390942,0.011712649661634565,0.018740239458615304,0.01717855283706403,0.01639770952628839,0.012493492972410203,0.019521082769390942
-2023,0.038376924957223175,0.0447323392813493,0.01393302371058421,0.02053287704717673,0.029332681495966753,0.01979956000977756,0.01906624297237839,0.02199951112197507,0.01393302371058421,0.01979956000977756,0.014666340747983377,0.010999755560987534,0.015399657785382548,0.011733072598386702,0.008066487411390858,0.02199951112197507,0.016132974822781716,0.010266438523588365,0.016866291860180887,0.008066487411390858
+2019,0.040810582606248244,0.09794539825499578,0.03546298902336054,0.0320855614973262,0.021108922037714608,0.023641992682240362,0.025330706445257527,0.01773149451168027,0.012665353222628763,0.01942020827469744,0.015198423867154517,0.008443568815085843,0.02195327891922319,0.010132282578103013,0.01350971010413735,0.010132282578103013,0.008443568815085843,0.015198423867154517,0.015198423867154517,0.010976639459611595
+2020,0.033817775293460035,0.06036892118501957,0.020961430967020682,0.019284516489659027,0.030184460592509784,0.014253773057574064,0.019284516489659027,0.0184460592509782,0.0184460592509782,0.011738401341531582,0.010899944102850756,0.005869200670765791,0.002515371716042482,0.014253773057574064,0.011738401341531582,0.011738401341531582,0.014253773057574064,0.011738401341531582,0.014253773057574064,0.010899944102850756
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+2022,0.04034357105674128,0.0601249349297241,0.025767829255596043,0.015616866215512754,0.028110359187922956,0.02654867256637168,0.017959396147839667,0.03748047891723061,0.005465903175429464,0.014836022904737116,0.015616866215512754,0.021863612701717855,0.01717855283706403,0.019521082769390942,0.011712649661634565,0.017959396147839667,0.01639770952628839,0.01639770952628839,0.012493492972410203,0.019521082769390942
+2023,0.038376924957223175,0.04399902224395014,0.01393302371058421,0.02053287704717673,0.029332681495966753,0.01979956000977756,0.01906624297237839,0.02199951112197507,0.01393302371058421,0.01979956000977756,0.014666340747983377,0.010999755560987534,0.015399657785382548,0.011733072598386702,0.008066487411390858,0.02199951112197507,0.016132974822781716,0.010266438523588365,0.016866291860180887,0.008066487411390858

data/time_series/cluster_12_METHOD_time_series.csv

@@ -1,15 +1,15 @@
-,building information modeling,information technology,information modelling,bim software,digital technology,bim tool,building information modelling technology,prefabricated building construction,questionnaire,smart technology,3d modelling,information and communication technology,survey,revit 2018 software,artificial intelligence,information modelling technology,autodesk ® revit,application software,geographical information system,internet of things technology
+,building information modeling,information technology,information modelling,bim software,digital technology,bim tool,building information modelling technology,prefabricated building construction,questionnaire,smart technology,information and communication technology,3d modelling,autodesk ® revit,artificial intelligence,information modelling technology,survey,revit 2018 software,application software,geographical information system,computer technology
 2010,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 2011,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 2012,0.10256410256410256,,0.07692307692307693,,,,,,,,,,,,,,,,,
-2013,0.13392857142857142,,,0.08035714285714285,,0.05357142857142857,,,,,0.05357142857142857,,,,,,,,,
+2013,0.13392857142857142,,,0.08035714285714285,,0.05357142857142857,,,,,,0.05357142857142857,,,,,,,,
 2014,0.08088235294117647,0.0661764705882353,0.022058823529411763,0.044117647058823525,,,,,,,,,,,,,,,,
-2015,0.11764705882352941,0.044117647058823525,,,,,,0.022058823529411763,,,0.022058823529411763,,0.022058823529411763,,,,,,,
+2015,0.11764705882352941,0.044117647058823525,,,,,,0.022058823529411763,,,,0.022058823529411763,,,,0.022058823529411763,,,,
 2016,0.17164179104477612,0.022388059701492536,0.04477611940298507,0.022388059701492536,,,,0.022388059701492536,,,,,,,,,,,,
-2017,0.08823529411764706,0.0661764705882353,0.022058823529411763,0.022058823529411763,,,,,,,0.044117647058823525,0.022058823529411763,0.022058823529411763,,,,,,,
-2018,0.14049586776859505,0.049586776859504134,,,,,,,,0.024793388429752067,,,0.024793388429752067,,,,,,,
-2019,0.09944751381215469,0.016574585635359115,0.049723756906077346,,,,,0.016574585635359115,,,0.016574585635359115,0.016574585635359115,0.016574585635359115,,,,,,,
-2020,0.13145539906103287,0.056338028169014086,0.028169014084507043,0.014084507042253521,,,,0.08450704225352113,,0.014084507042253521,0.028169014084507043,0.014084507042253521,,,,,,0.014084507042253521,,
-2021,0.0947867298578199,0.042654028436018954,,0.014218009478672987,,,,0.1279620853080569,,0.014218009478672987,0.014218009478672987,,,,,,,,,
-2022,0.10052910052910052,0.07936507936507936,,,,,,0.1111111111111111,,,0.015873015873015872,,,0.031746031746031744,0.015873015873015872,,,,,
-2023,0.125,0.07500000000000001,0.015,,,,,0.06,,,0.015,0.015,,0.015,,,0.015,,,
+2017,0.08823529411764706,0.0661764705882353,0.022058823529411763,0.022058823529411763,,,,,,,0.022058823529411763,0.044117647058823525,,,,0.022058823529411763,,,,
+2018,0.14049586776859505,0.049586776859504134,,,,,,,,0.024793388429752067,,,,,,0.024793388429752067,,,,
+2019,0.09944751381215469,0.016574585635359115,0.049723756906077346,,,,,0.016574585635359115,,,0.016574585635359115,0.016574585635359115,,,,0.016574585635359115,,,,
+2020,0.1267605633802817,0.056338028169014086,0.028169014084507043,0.014084507042253521,,,,0.08450704225352113,,0.014084507042253521,0.014084507042253521,0.028169014084507043,,,,,,0.014084507042253521,,
+2021,0.0947867298578199,0.042654028436018954,,0.014218009478672987,,,,0.1279620853080569,,0.014218009478672987,,0.014218009478672987,,,,,,,,
+2022,0.10052910052910052,0.07936507936507936,,,,,,0.1111111111111111,,,,0.015873015873015872,,0.015873015873015872,,,0.031746031746031744,,,
+2023,0.12,0.07500000000000001,0.015,,,,,0.06,,,0.015,0.015,0.015,,,,0.015,,,

data/time_series/cluster_12_TASK_time_series.csv

@@ -1,15 +1,15 @@
-,building information modeling,architectural design,industrialization of construction,construction management,prefabricated building construction,information technology,intelligent building,construction project,architectural design education,bim adoption,facility management,bim software,information modelling,safety system,improve the efficiency of building,3d modelling,interior design,improve the aec industry,intelligent construction of prefabricated building,design phase of a building
+,building information modeling,architectural design,industrialization of construction,construction management,prefabricated building construction,information technology,intelligent building,construction project,architectural design education,bim adoption,facility management,bim software,information modelling,safety system,improve the efficiency of building,3d modelling,interior design,improve the aec industry,adoption and application of bim,streamline the process
 2010,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 2011,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-2012,0.10256410256410256,0.15384615384615385,,0.038461538461538464,,,,,0.038461538461538464,,,,0.07692307692307693,,,,,,,
+2012,0.10256410256410256,0.15384615384615385,,0.038461538461538464,,,,,0.038461538461538464,,,,0.07692307692307693,,,,,,,0.038461538461538464
 2013,0.13392857142857142,0.08035714285714285,0.10714285714285714,0.05357142857142857,,,,0.05357142857142857,0.05357142857142857,0.026785714285714284,0.05357142857142857,0.08035714285714285,,,0.026785714285714284,0.05357142857142857,,,,
-2014,0.08088235294117647,0.24264705882352944,0.022058823529411763,0.044117647058823525,,0.0661764705882353,0.022058823529411763,0.022058823529411763,0.044117647058823525,,0.022058823529411763,0.044117647058823525,0.022058823529411763,,0.044117647058823525,,,0.022058823529411763,,0.044117647058823525
-2015,0.11764705882352941,0.11029411764705882,,0.044117647058823525,0.022058823529411763,0.044117647058823525,,0.022058823529411763,0.022058823529411763,,0.022058823529411763,,,,,0.022058823529411763,0.022058823529411763,,,0.044117647058823525
-2016,0.17164179104477612,0.1791044776119403,0.06716417910447761,0.04477611940298507,0.022388059701492536,0.022388059701492536,,0.022388059701492536,0.04477611940298507,,0.022388059701492536,0.022388059701492536,0.04477611940298507,,,,0.06716417910447761,0.04477611940298507,,0.022388059701492536
-2017,0.08823529411764706,0.1323529411764706,0.044117647058823525,0.044117647058823525,,0.0661764705882353,,0.022058823529411763,,,,0.022058823529411763,0.022058823529411763,0.022058823529411763,0.022058823529411763,0.044117647058823525,,0.022058823529411763,,
+2014,0.08088235294117647,0.24264705882352944,0.022058823529411763,0.044117647058823525,,0.0661764705882353,0.022058823529411763,0.022058823529411763,0.044117647058823525,,0.022058823529411763,0.044117647058823525,0.022058823529411763,,0.044117647058823525,,,0.022058823529411763,,
+2015,0.11764705882352941,0.0661764705882353,,0.044117647058823525,0.022058823529411763,0.044117647058823525,,0.022058823529411763,0.022058823529411763,,0.022058823529411763,,,,,0.022058823529411763,0.022058823529411763,,,
+2016,0.17164179104477612,0.1791044776119403,0.06716417910447761,0.04477611940298507,0.022388059701492536,0.022388059701492536,,0.022388059701492536,0.04477611940298507,,0.022388059701492536,0.022388059701492536,0.04477611940298507,,,,0.06716417910447761,0.04477611940298507,,
+2017,0.08823529411764706,0.1323529411764706,0.044117647058823525,0.044117647058823525,,0.0661764705882353,,0.022058823529411763,,,,0.022058823529411763,0.022058823529411763,0.022058823529411763,0.022058823529411763,0.044117647058823525,,0.022058823529411763,0.022058823529411763,
 2018,0.14049586776859505,0.17355371900826447,0.09917355371900827,0.09917355371900827,,0.049586776859504134,,0.0743801652892562,,0.049586776859504134,0.0743801652892562,,,,,,0.024793388429752067,0.024793388429752067,,
-2019,0.09944751381215469,0.03314917127071823,0.049723756906077346,0.06629834254143646,0.016574585635359115,0.016574585635359115,,0.016574585635359115,0.016574585635359115,0.049723756906077346,0.03314917127071823,,0.049723756906077346,,0.016574585635359115,0.016574585635359115,,,,0.016574585635359115
-2020,0.13145539906103287,0.0704225352112676,0.09859154929577466,0.04225352112676056,0.08450704225352113,0.056338028169014086,0.04225352112676056,0.04225352112676056,,0.014084507042253521,0.014084507042253521,0.014084507042253521,0.028169014084507043,,0.028169014084507043,0.028169014084507043,,,,
-2021,0.0947867298578199,0.042654028436018954,0.1990521327014218,0.14218009478672985,0.1279620853080569,0.042654028436018954,0.07109004739336493,0.028436018957345974,0.014218009478672987,0.05687203791469195,,0.014218009478672987,,0.042654028436018954,,0.014218009478672987,0.014218009478672987,0.028436018957345974,0.042654028436018954,0.014218009478672987
-2022,0.10052910052910052,0.14285714285714285,0.06349206349206349,0.07936507936507936,0.1111111111111111,0.07936507936507936,0.06349206349206349,0.031746031746031744,0.031746031746031744,0.015873015873015872,0.031746031746031744,,,0.047619047619047616,0.015873015873015872,0.015873015873015872,0.015873015873015872,0.031746031746031744,,0.015873015873015872
-2023,0.125,0.12,0.09,0.15000000000000002,0.06,0.07500000000000001,0.045,,0.015,0.015,0.015,,0.015,0.015,0.03,0.015,,,0.045,
+2019,0.09944751381215469,0.03314917127071823,0.049723756906077346,0.06629834254143646,0.016574585635359115,0.016574585635359115,,0.016574585635359115,0.016574585635359115,0.049723756906077346,0.03314917127071823,,0.049723756906077346,,0.016574585635359115,0.016574585635359115,,,0.016574585635359115,
+2020,0.1267605633802817,0.0704225352112676,0.09859154929577466,0.04225352112676056,0.08450704225352113,0.056338028169014086,0.04225352112676056,0.04225352112676056,,0.014084507042253521,0.014084507042253521,0.014084507042253521,0.028169014084507043,,0.028169014084507043,0.028169014084507043,,,0.04225352112676056,0.014084507042253521
+2021,0.0947867298578199,0.042654028436018954,0.1990521327014218,0.14218009478672985,0.1279620853080569,0.042654028436018954,0.07109004739336493,0.028436018957345974,0.014218009478672987,0.05687203791469195,,0.014218009478672987,,0.042654028436018954,,0.014218009478672987,0.014218009478672987,0.028436018957345974,,
+2022,0.10052910052910052,0.14285714285714285,0.06349206349206349,0.07936507936507936,0.1111111111111111,0.07936507936507936,0.06349206349206349,0.031746031746031744,0.031746031746031744,0.015873015873015872,0.031746031746031744,,,0.047619047619047616,0.015873015873015872,0.015873015873015872,0.015873015873015872,0.031746031746031744,0.015873015873015872,
+2023,0.12,0.12,0.09,0.15000000000000002,0.06,0.07500000000000001,0.045,,0.015,0.015,0.015,,0.015,0.015,0.03,0.015,,,0.015,

data/time_series/cluster_6_METHOD_time_series.csv

@@ -1,15 +1,15 @@
-,solar energy,photovoltaic system,building integrated photovoltaic,information technology,solar collection system,alternative energy,personalized ventilation system,structure of pv module,photovoltaics,trnsys software,solar air heater,solar cell,grid,solar radiation,solar heating water system,solar power,solar pvs,solar thermal water heater system,solar thermal energy based system,solar system
+,solar energy,photovoltaic system,building integrated photovoltaic,information technology,solar collection system,alternative energy,personalized ventilation system,structure of pv module,photovoltaics,trnsys software,solar air heater,solar cell,grid,solar radiation,solar heating water system,solar power,solar pvs,solar thermal energy based system,solar thermal water heater system,solar system
 2010,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 2011,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 2012,0.03608247422680412,0.061855670103092786,0.07731958762886598,0.03865979381443299,0.023195876288659795,0.007731958762886598,,,0.015463917525773196,,,0.023195876288659795,0.007731958762886598,0.030927835051546393,0.015463917525773196,0.007731958762886598,,0.007731958762886598,0.007731958762886598,0.03865979381443299
-2013,0.03992015968063872,0.0658682634730539,0.10778443113772454,0.041916167664670656,0.059880239520958084,0.017964071856287428,0.02395209580838323,0.017964071856287428,0.005988023952095808,,0.011976047904191616,0.011976047904191616,,0.017964071856287428,0.035928143712574856,0.011976047904191616,0.02395209580838323,0.02395209580838323,0.005988023952095808,0.011976047904191616
+2013,0.03992015968063872,0.059880239520958084,0.10179640718562874,0.041916167664670656,0.059880239520958084,0.017964071856287428,0.02395209580838323,0.017964071856287428,0.005988023952095808,,0.011976047904191616,0.011976047904191616,,0.017964071856287428,0.029940119760479042,0.011976047904191616,0.02395209580838323,0.005988023952095808,0.02395209580838323,0.011976047904191616
 2014,0.025594149908592323,0.1096892138939671,0.0603290676416819,0.038391224862888484,0.0603290676416819,0.038391224862888484,0.005484460694698354,0.010968921389396709,0.005484460694698354,,0.016453382084095063,0.016453382084095063,0.010968921389396709,0.010968921389396709,0.027422303473491776,0.010968921389396709,0.005484460694698354,0.016453382084095063,0.016453382084095063,
-2015,0.04397705544933078,0.08604206500956023,0.10325047801147227,0.02294455066921606,0.02294455066921606,0.03441682600382409,0.01147227533460803,0.005736137667304015,0.01147227533460803,,0.005736137667304015,0.017208413001912046,0.005736137667304015,0.01147227533460803,0.03441682600382409,0.005736137667304015,0.005736137667304015,0.01147227533460803,,0.02294455066921606
-2016,0.03614457831325301,0.0783132530120482,0.09638554216867469,0.030120481927710843,0.012048192771084336,0.03614457831325302,0.012048192771084336,0.006024096385542168,0.006024096385542168,,,,0.024096385542168672,0.012048192771084336,0.04216867469879518,0.006024096385542168,0.012048192771084336,0.006024096385542168,0.024096385542168672,0.01807228915662651
-2017,0.02389705882352941,0.05514705882352941,0.07720588235294118,0.022058823529411763,0.005514705882352941,0.011029411764705881,0.03308823529411765,0.005514705882352941,0.005514705882352941,,0.011029411764705881,0.027573529411764705,,,,0.005514705882352941,0.011029411764705881,0.005514705882352941,0.005514705882352941,0.011029411764705881
-2018,0.01943198804185351,0.04035874439461884,0.06726457399103139,0.026905829596412557,0.026905829596412557,0.026905829596412557,0.013452914798206279,0.013452914798206279,0.004484304932735426,,0.004484304932735426,0.013452914798206279,0.013452914798206279,0.02242152466367713,0.004484304932735426,0.013452914798206279,0.004484304932735426,0.004484304932735426,,0.004484304932735426
-2019,0.03614457831325301,0.07680722891566265,0.0858433734939759,0.03614457831325302,0.04066265060240964,0.022590361445783132,0.004518072289156627,0.04066265060240964,0.03162650602409638,,,,0.022590361445783132,0.004518072289156627,,0.004518072289156627,0.009036144578313254,0.004518072289156627,,0.013554216867469878
+2015,0.04206500956022945,0.08604206500956023,0.10325047801147227,0.02294455066921606,0.02294455066921606,0.03441682600382409,0.01147227533460803,0.005736137667304015,0.01147227533460803,,0.005736137667304015,0.017208413001912046,0.005736137667304015,0.01147227533460803,0.03441682600382409,0.005736137667304015,0.005736137667304015,,0.01147227533460803,0.02294455066921606
+2016,0.03614457831325301,0.0783132530120482,0.09638554216867469,0.030120481927710843,0.012048192771084336,0.03614457831325302,0.012048192771084336,0.006024096385542168,0.006024096385542168,,,,0.024096385542168672,0.012048192771084336,0.04216867469879518,0.006024096385542168,0.012048192771084336,0.01807228915662651,0.006024096385542168,0.01807228915662651
+2017,0.02389705882352941,0.05514705882352941,0.07720588235294118,0.022058823529411763,0.005514705882352941,0.011029411764705881,0.027573529411764705,0.005514705882352941,,,0.011029411764705881,0.016544117647058824,,,,0.005514705882352941,0.011029411764705881,0.005514705882352941,0.005514705882352941,0.011029411764705881
+2018,0.01943198804185351,0.04035874439461884,0.06726457399103139,0.026905829596412557,0.026905829596412557,0.026905829596412557,0.013452914798206279,0.013452914798206279,0.004484304932735426,,0.004484304932735426,0.013452914798206279,0.013452914798206279,0.02242152466367713,0.004484304932735426,0.013452914798206279,0.004484304932735426,,0.004484304932735426,0.004484304932735426
+2019,0.03614457831325301,0.07680722891566265,0.08132530120481928,0.03614457831325302,0.04066265060240964,0.022590361445783132,0.004518072289156627,0.04066265060240964,0.03162650602409638,,,,0.022590361445783132,0.004518072289156627,,0.004518072289156627,0.009036144578313254,,0.004518072289156627,0.013554216867469878
 2020,0.033236994219653176,0.09971098265895953,0.10838150289017343,0.02167630057803468,0.030346820809248554,0.030346820809248554,0.013005780346820808,0.013005780346820808,0.013005780346820808,0.004335260115606936,0.017341040462427744,0.004335260115606936,0.008670520231213872,0.008670520231213872,0.008670520231213872,0.004335260115606936,,0.013005780346820808,0.013005780346820808,
-2021,0.0340599455040872,0.15531335149863762,0.11444141689373297,0.020435967302452316,0.020435967302452316,0.02861035422343324,0.004087193460490463,0.012261580381471389,0.004087193460490463,,0.004087193460490463,0.01634877384196185,0.01634877384196185,0.008174386920980926,0.01634877384196185,0.012261580381471389,0.012261580381471389,0.02861035422343324,0.004087193460490463,0.004087193460490463
-2022,0.04342105263157895,0.09868421052631579,0.07500000000000001,0.031578947368421054,0.035526315789473684,0.035526315789473684,0.007894736842105263,0.031578947368421054,0.015789473684210527,,0.015789473684210527,0.011842105263157895,0.019736842105263157,0.011842105263157895,0.003947368421052632,0.003947368421052632,0.003947368421052632,,0.007894736842105263,0.015789473684210527
-2023,0.033121019108280254,0.11082802547770701,0.09936305732484077,0.011464968152866243,0.034394904458598725,0.0802547770700637,0.003821656050955414,0.038216560509554146,0.011464968152866243,,0.015286624203821656,0.015286624203821656,0.007643312101910828,0.019108280254777073,0.007643312101910828,0.011464968152866243,0.007643312101910828,0.019108280254777073,0.011464968152866243,0.003821656050955414
+2021,0.0340599455040872,0.14713896457765668,0.11444141689373297,0.020435967302452316,0.020435967302452316,0.02861035422343324,0.004087193460490463,0.012261580381471389,0.004087193460490463,,0.004087193460490463,0.01634877384196185,0.01634877384196185,0.008174386920980926,0.01634877384196185,0.012261580381471389,0.012261580381471389,0.004087193460490463,0.02861035422343324,0.004087193460490463
+2022,0.04342105263157895,0.09868421052631579,0.07500000000000001,0.031578947368421054,0.035526315789473684,0.035526315789473684,0.007894736842105263,0.031578947368421054,0.015789473684210527,,0.015789473684210527,0.011842105263157895,0.019736842105263157,0.011842105263157895,0.003947368421052632,0.003947368421052632,0.003947368421052632,0.007894736842105263,,0.015789473684210527
+2023,0.033121019108280254,0.11082802547770701,0.09936305732484077,0.011464968152866243,0.034394904458598725,0.0802547770700637,0.003821656050955414,0.038216560509554146,0.011464968152866243,,0.015286624203821656,0.015286624203821656,0.007643312101910828,0.019108280254777073,0.007643312101910828,0.011464968152866243,0.007643312101910828,0.011464968152866243,0.019108280254777073,0.003821656050955414

data/time_series/cluster_6_TASK_time_series.csv

@@ -2,14 +2,14 @@
 2010,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 2011,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 2012,0.03608247422680412,0.07731958762886598,0.061855670103092786,0.11597938144329897,0.023195876288659795,0.007731958762886598,0.023195876288659795,0.007731958762886598,0.03865979381443299,0.023195876288659795,0.023195876288659795,0.030927835051546393,0.023195876288659795,,,0.015463917525773196,0.015463917525773196,0.030927835051546393,0.030927835051546393,0.015463917525773196
-2013,0.03992015968063872,0.10778443113772454,0.0658682634730539,0.08982035928143713,0.05389221556886227,0.017964071856287428,0.059880239520958084,0.035928143712574856,0.041916167664670656,0.029940119760479042,0.011976047904191616,0.02395209580838323,0.035928143712574856,0.017964071856287428,0.017964071856287428,0.017964071856287428,0.005988023952095808,0.017964071856287428,0.005988023952095808,0.035928143712574856
-2014,0.025594149908592323,0.0603290676416819,0.1096892138939671,0.11517367458866545,0.043875685557586835,0.038391224862888484,0.0603290676416819,0.027422303473491776,0.038391224862888484,0.038391224862888484,0.027422303473491776,0.021937842778793418,0.027422303473491776,0.027422303473491776,0.010968921389396709,0.010968921389396709,0.021937842778793418,0.038391224862888484,0.021937842778793418,0.027422303473491776
-2015,0.04397705544933078,0.10325047801147227,0.08604206500956023,0.09177820267686423,0.02868068833652008,0.03441682600382409,0.02294455066921606,0.017208413001912046,0.02294455066921606,0.04588910133843212,0.06883365200764818,0.01147227533460803,0.01147227533460803,0.01147227533460803,0.005736137667304015,,0.03441682600382409,0.02294455066921606,0.017208413001912046,0.03441682600382409
-2016,0.03614457831325301,0.09638554216867469,0.0783132530120482,0.09036144578313253,0.03614457831325302,0.03614457831325302,0.012048192771084336,0.030120481927710843,0.030120481927710843,0.04216867469879518,0.030120481927710843,0.024096385542168672,0.01807228915662651,0.01807228915662651,0.006024096385542168,0.012048192771084336,0.030120481927710843,0.01807228915662651,0.03614457831325302,0.04216867469879518
+2013,0.03992015968063872,0.10179640718562874,0.059880239520958084,0.08982035928143713,0.05389221556886227,0.017964071856287428,0.059880239520958084,0.035928143712574856,0.041916167664670656,0.029940119760479042,0.011976047904191616,0.02395209580838323,0.035928143712574856,0.017964071856287428,0.017964071856287428,0.017964071856287428,0.005988023952095808,0.017964071856287428,0.005988023952095808,0.029940119760479042
+2014,0.025594149908592323,0.0603290676416819,0.1096892138939671,0.11517367458866545,0.043875685557586835,0.038391224862888484,0.0603290676416819,0.021937842778793418,0.038391224862888484,0.038391224862888484,0.027422303473491776,0.021937842778793418,0.027422303473491776,0.027422303473491776,0.010968921389396709,0.010968921389396709,0.021937842778793418,0.038391224862888484,0.021937842778793418,0.027422303473491776
+2015,0.04206500956022945,0.10325047801147227,0.08604206500956023,0.09177820267686423,0.02868068833652008,0.03441682600382409,0.02294455066921606,0.017208413001912046,0.02294455066921606,0.04588910133843212,0.06883365200764818,0.01147227533460803,0.01147227533460803,0.01147227533460803,0.005736137667304015,,0.03441682600382409,0.02294455066921606,0.017208413001912046,0.03441682600382409
+2016,0.03614457831325301,0.09638554216867469,0.0783132530120482,0.09036144578313253,0.03614457831325302,0.03614457831325302,0.012048192771084336,0.030120481927710843,0.030120481927710843,0.04216867469879518,0.030120481927710843,0.024096385542168672,0.01807228915662651,0.01807228915662651,0.006024096385542168,0.012048192771084336,0.030120481927710843,0.01807228915662651,0.030120481927710843,0.04216867469879518
 2017,0.02389705882352941,0.07720588235294118,0.05514705882352941,0.044117647058823525,0.03308823529411765,0.011029411764705881,0.005514705882352941,0.016544117647058824,0.022058823529411763,0.03860294117647059,0.022058823529411763,0.03860294117647059,0.022058823529411763,0.005514705882352941,0.005514705882352941,0.011029411764705881,,0.005514705882352941,0.011029411764705881,
 2018,0.01943198804185351,0.06726457399103139,0.04035874439461884,0.03587443946188341,0.03139013452914798,0.026905829596412557,0.026905829596412557,0.013452914798206279,0.026905829596412557,0.03587443946188341,,0.008968609865470852,,0.013452914798206279,0.013452914798206279,0.013452914798206279,0.004484304932735426,,0.008968609865470852,0.004484304932735426
-2019,0.03614457831325301,0.0858433734939759,0.07680722891566265,0.06325301204819277,0.03614457831325302,0.022590361445783132,0.04066265060240964,0.027108433734939756,0.03614457831325302,0.009036144578313254,0.013554216867469878,0.01807228915662651,0.03162650602409638,0.01807228915662651,0.04066265060240964,0.004518072289156627,0.009036144578313254,0.004518072289156627,0.009036144578313254,
+2019,0.03614457831325301,0.08132530120481928,0.07680722891566265,0.06325301204819277,0.03614457831325302,0.022590361445783132,0.04066265060240964,0.027108433734939756,0.03614457831325302,0.009036144578313254,0.013554216867469878,0.01807228915662651,0.03162650602409638,0.01807228915662651,0.04066265060240964,0.004518072289156627,0.009036144578313254,0.004518072289156627,0.009036144578313254,
 2020,0.033236994219653176,0.10838150289017343,0.09971098265895953,0.0953757225433526,0.04335260115606936,0.030346820809248554,0.030346820809248554,0.030346820809248554,0.02167630057803468,0.02167630057803468,0.02167630057803468,0.026011560693641616,0.026011560693641616,0.02167630057803468,0.013005780346820808,0.017341040462427744,0.02167630057803468,0.02167630057803468,0.013005780346820808,0.008670520231213872
-2021,0.0340599455040872,0.11444141689373297,0.15531335149863762,0.08991825613079019,0.04495912806539509,0.02861035422343324,0.020435967302452316,0.0653950953678474,0.020435967302452316,0.01634877384196185,0.012261580381471389,0.0326975476839237,0.024523160762942777,0.024523160762942777,0.012261580381471389,0.04495912806539509,0.008174386920980926,0.024523160762942777,0.008174386920980926,0.01634877384196185
+2021,0.0340599455040872,0.11444141689373297,0.14713896457765668,0.08991825613079019,0.04495912806539509,0.02861035422343324,0.020435967302452316,0.0653950953678474,0.020435967302452316,0.01634877384196185,0.012261580381471389,0.0326975476839237,0.024523160762942777,0.024523160762942777,0.012261580381471389,0.04495912806539509,0.008174386920980926,0.024523160762942777,0.008174386920980926,0.01634877384196185
 2022,0.04342105263157895,0.07500000000000001,0.09868421052631579,0.10263157894736843,0.027631578947368417,0.035526315789473684,0.035526315789473684,0.039473684210526314,0.031578947368421054,0.007894736842105263,0.019736842105263157,0.007894736842105263,0.015789473684210527,0.02368421052631579,0.031578947368421054,0.02368421052631579,,0.019736842105263157,0.015789473684210527,0.003947368421052632
 2023,0.033121019108280254,0.09936305732484077,0.11082802547770701,0.11847133757961784,0.049681528662420385,0.0802547770700637,0.034394904458598725,0.04585987261146497,0.011464968152866243,0.015286624203821656,0.034394904458598725,0.015286624203821656,0.007643312101910828,0.0267515923566879,0.038216560509554146,0.007643312101910828,0.015286624203821656,0.007643312101910828,0.007643312101910828,0.007643312101910828

data/time_series/topic2topmethods.json

@@ -8,7 +8,6 @@
         "daylight",
         "vegetation",
         "urban heat island",
-        "simple low",
         "internet of things technology",
         "energyplus",
         "global warming",
@@ -19,7 +18,8 @@
         "range of cost",
         "materials and technology",
         "led lighting lamp",
-        "photovoltaic system"
+        "photovoltaic system",
+        "numerical model"
     ],
     "6": [
         "solar energy",
@@ -39,8 +39,8 @@
         "solar heating water system",
         "solar power",
         "solar pvs",
-        "solar thermal water heater system",
         "solar thermal energy based system",
+        "solar thermal water heater system",
         "solar system"
     ],
     "12": [
@@ -54,15 +54,15 @@
         "prefabricated building construction",
         "questionnaire",
         "smart technology",
-        "3d modelling",
         "information and communication technology",
-        "survey",
-        "revit 2018 software",
+        "3d modelling",
+        "autodesk \u00ae revit",
         "artificial intelligence",
         "information modelling technology",
-        "autodesk \u00ae revit",
+        "survey",
+        "revit 2018 software",
         "application software",
         "geographical information system",
-        "internet of things technology"
+        "computer technology"
     ]
 }

data/time_series/topic2toptasks.json

@@ -62,7 +62,7 @@
         "3d modelling",
         "interior design",
         "improve the aec industry",
-        "intelligent construction of prefabricated building",
-        "design phase of a building"
+        "adoption and application of bim",
+        "streamline the process"
     ]
 }