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Browse files- cluster_0_METHOD_time_series.csv +15 -0
- cluster_0_TASK_time_series.csv +15 -0
- cluster_12_METHOD_time_series.csv +15 -0
- cluster_12_TASK_time_series.csv +15 -0
- cluster_6_METHOD_time_series.csv +15 -0
- cluster_6_TASK_time_series.csv +15 -0
- topic2topmethods.json +68 -0
- topic2toptasks.json +68 -0
cluster_0_METHOD_time_series.csv
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,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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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cluster_0_TASK_time_series.csv
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,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
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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
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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
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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
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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
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+
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
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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
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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
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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
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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
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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
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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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2021,0.03545086842731383,0.062098501070663815,0.02569593147751606,0.02712348322626695,0.028551034975017844,0.02712348322626695,0.02569593147751606,0.018558172733761598,0.009992862241256246,0.014275517487508922,0.018558172733761598,0.014275517487508922,0.01641684511063526,0.014989293361884369,0.013561741613133475,0.017130620985010708,0.014275517487508922,0.014989293361884369,0.013561741613133475,0.010706638115631691
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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
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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
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cluster_12_METHOD_time_series.csv
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,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
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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
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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
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2012,0.10256410256410256,,0.07692307692307693,,,,,,,,,,,,,,,,,
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2013,0.13392857142857142,,,0.08035714285714285,,0.05357142857142857,,,,,,0.05357142857142857,,,,,,,,
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2014,0.08088235294117647,0.0661764705882353,0.022058823529411763,0.044117647058823525,,,,,,,,,,,,,,,,
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2015,0.11764705882352941,0.044117647058823525,,,,,,0.022058823529411763,,,,0.022058823529411763,,,,0.022058823529411763,,,,
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2016,0.17164179104477612,0.022388059701492536,0.04477611940298507,0.022388059701492536,,,,0.022388059701492536,,,,,,,,,,,,
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2017,0.08823529411764706,0.0661764705882353,0.022058823529411763,0.022058823529411763,,,,,,,0.022058823529411763,0.044117647058823525,,,,0.022058823529411763,,,,
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2018,0.14049586776859505,0.049586776859504134,,,,,,,,0.024793388429752067,,,,,,0.024793388429752067,,,,
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2019,0.09944751381215469,0.016574585635359115,0.049723756906077346,,,,,0.016574585635359115,,,0.016574585635359115,0.016574585635359115,,,,0.016574585635359115,,,,
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2020,0.1267605633802817,0.056338028169014086,0.028169014084507043,0.014084507042253521,,,,0.08450704225352113,,0.014084507042253521,0.014084507042253521,0.028169014084507043,,,,,,0.014084507042253521,,
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2021,0.0947867298578199,0.042654028436018954,,0.014218009478672987,,,,0.1279620853080569,,0.014218009478672987,,0.014218009478672987,,,,,,,,
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2022,0.10052910052910052,0.07936507936507936,,,,,,0.1111111111111111,,,,0.015873015873015872,,0.015873015873015872,,,0.031746031746031744,,,
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2023,0.12,0.07500000000000001,0.015,,,,,0.06,,,0.015,0.015,0.015,,,,0.015,,,
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cluster_12_TASK_time_series.csv
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,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
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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
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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
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2012,0.10256410256410256,0.15384615384615385,,0.038461538461538464,,,,,0.038461538461538464,,,,0.07692307692307693,,,,,,,0.038461538461538464
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2013,0.13392857142857142,0.08035714285714285,0.10714285714285714,0.05357142857142857,,,,0.05357142857142857,0.05357142857142857,0.026785714285714284,0.05357142857142857,0.08035714285714285,,,0.026785714285714284,0.05357142857142857,,,,
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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,,
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2015,0.11764705882352941,0.0661764705882353,,0.044117647058823525,0.022058823529411763,0.044117647058823525,,0.022058823529411763,0.022058823529411763,,0.022058823529411763,,,,,0.022058823529411763,0.022058823529411763,,,
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8 |
+
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,,
|
9 |
+
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,
|
10 |
+
2018,0.14049586776859505,0.17355371900826447,0.09917355371900827,0.09917355371900827,,0.049586776859504134,,0.0743801652892562,,0.049586776859504134,0.0743801652892562,,,,,,0.024793388429752067,0.024793388429752067,,
|
11 |
+
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,
|
12 |
+
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
|
13 |
+
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,,
|
14 |
+
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,
|
15 |
+
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,
|
cluster_6_METHOD_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,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
|
2 |
+
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
|
3 |
+
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
|
4 |
+
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
|
5 |
+
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
|
6 |
+
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,
|
7 |
+
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
|
8 |
+
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
|
9 |
+
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
|
10 |
+
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
|
11 |
+
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
|
12 |
+
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,
|
13 |
+
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
|
14 |
+
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
|
15 |
+
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
|
cluster_6_TASK_time_series.csv
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
,solar energy,building integrated photovoltaic,photovoltaic system,electricity generation,air conditioning system,alternative energy,solar collection system,power generation form,information technology,air controlling,energy performance,residential building,space heating and cooling application,electricity demand,structure of pv module,heat transmission,solar cooling system configuration,thermal performance evaluation,water heating,solar heating water system
|
2 |
+
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
|
3 |
+
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
|
4 |
+
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
|
5 |
+
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
|
6 |
+
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
|
7 |
+
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
|
8 |
+
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
|
9 |
+
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,
|
10 |
+
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
|
11 |
+
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,
|
12 |
+
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
|
13 |
+
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
|
14 |
+
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
|
15 |
+
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
|
topic2topmethods.json
ADDED
@@ -0,0 +1,68 @@
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|
1 |
+
{
|
2 |
+
"0": [
|
3 |
+
"green roof",
|
4 |
+
"information technology",
|
5 |
+
"envi",
|
6 |
+
"urban green space",
|
7 |
+
"vertical greenery system",
|
8 |
+
"daylight",
|
9 |
+
"vegetation",
|
10 |
+
"urban heat island",
|
11 |
+
"internet of things technology",
|
12 |
+
"energyplus",
|
13 |
+
"global warming",
|
14 |
+
"control system",
|
15 |
+
"questionnaire",
|
16 |
+
"shading system operation",
|
17 |
+
"simulation software",
|
18 |
+
"range of cost",
|
19 |
+
"materials and technology",
|
20 |
+
"led lighting lamp",
|
21 |
+
"photovoltaic system",
|
22 |
+
"numerical model"
|
23 |
+
],
|
24 |
+
"6": [
|
25 |
+
"solar energy",
|
26 |
+
"photovoltaic system",
|
27 |
+
"building integrated photovoltaic",
|
28 |
+
"information technology",
|
29 |
+
"solar collection system",
|
30 |
+
"alternative energy",
|
31 |
+
"personalized ventilation system",
|
32 |
+
"structure of pv module",
|
33 |
+
"photovoltaics",
|
34 |
+
"trnsys software",
|
35 |
+
"solar air heater",
|
36 |
+
"solar cell",
|
37 |
+
"grid",
|
38 |
+
"solar radiation",
|
39 |
+
"solar heating water system",
|
40 |
+
"solar power",
|
41 |
+
"solar pvs",
|
42 |
+
"solar thermal energy based system",
|
43 |
+
"solar thermal water heater system",
|
44 |
+
"solar system"
|
45 |
+
],
|
46 |
+
"12": [
|
47 |
+
"building information modeling",
|
48 |
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"information technology",
|
49 |
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"information modelling",
|
50 |
+
"bim software",
|
51 |
+
"digital technology",
|
52 |
+
"bim tool",
|
53 |
+
"building information modelling technology",
|
54 |
+
"prefabricated building construction",
|
55 |
+
"questionnaire",
|
56 |
+
"smart technology",
|
57 |
+
"information and communication technology",
|
58 |
+
"3d modelling",
|
59 |
+
"autodesk \u00ae revit",
|
60 |
+
"artificial intelligence",
|
61 |
+
"information modelling technology",
|
62 |
+
"survey",
|
63 |
+
"revit 2018 software",
|
64 |
+
"application software",
|
65 |
+
"geographical information system",
|
66 |
+
"computer technology"
|
67 |
+
]
|
68 |
+
}
|
topic2toptasks.json
ADDED
@@ -0,0 +1,68 @@
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|
1 |
+
{
|
2 |
+
"0": [
|
3 |
+
"thermal comfort",
|
4 |
+
"energy performance",
|
5 |
+
"daylighting system design",
|
6 |
+
"thermal performance evaluation",
|
7 |
+
"urban heat island",
|
8 |
+
"green roof",
|
9 |
+
"information technology",
|
10 |
+
"outdoor thermal comfort",
|
11 |
+
"lighting system",
|
12 |
+
"community planning",
|
13 |
+
"residential building",
|
14 |
+
"cooling effect",
|
15 |
+
"simulating model",
|
16 |
+
"phase change material",
|
17 |
+
"heat transmission",
|
18 |
+
"global warming",
|
19 |
+
"indoor thermal comfort",
|
20 |
+
"architectural design",
|
21 |
+
"urban environment",
|
22 |
+
"temperature range"
|
23 |
+
],
|
24 |
+
"6": [
|
25 |
+
"solar energy",
|
26 |
+
"building integrated photovoltaic",
|
27 |
+
"photovoltaic system",
|
28 |
+
"electricity generation",
|
29 |
+
"air conditioning system",
|
30 |
+
"alternative energy",
|
31 |
+
"solar collection system",
|
32 |
+
"power generation form",
|
33 |
+
"information technology",
|
34 |
+
"air controlling",
|
35 |
+
"energy performance",
|
36 |
+
"residential building",
|
37 |
+
"space heating and cooling application",
|
38 |
+
"electricity demand",
|
39 |
+
"structure of pv module",
|
40 |
+
"heat transmission",
|
41 |
+
"solar cooling system configuration",
|
42 |
+
"thermal performance evaluation",
|
43 |
+
"water heating",
|
44 |
+
"solar heating water system"
|
45 |
+
],
|
46 |
+
"12": [
|
47 |
+
"building information modeling",
|
48 |
+
"architectural design",
|
49 |
+
"industrialization of construction",
|
50 |
+
"construction management",
|
51 |
+
"prefabricated building construction",
|
52 |
+
"information technology",
|
53 |
+
"intelligent building",
|
54 |
+
"construction project",
|
55 |
+
"architectural design education",
|
56 |
+
"bim adoption",
|
57 |
+
"facility management",
|
58 |
+
"bim software",
|
59 |
+
"information modelling",
|
60 |
+
"safety system",
|
61 |
+
"improve the efficiency of building",
|
62 |
+
"3d modelling",
|
63 |
+
"interior design",
|
64 |
+
"improve the aec industry",
|
65 |
+
"adoption and application of bim",
|
66 |
+
"streamline the process"
|
67 |
+
]
|
68 |
+
}
|