Panagiotis Katrakazas / Jun 28 2021
[EnerMan] D1.2 Text mining analysis for Expectations related Answers
using Pkg;
Julia
Pkg.add("TextAnalysis")
Julia
[32m[1m Updating[22m[39m registry at `C:\Users\pkab4\.julia\registries\General`
[?25l[32m[1m Updating[22m[39m git-repo `https://github.com/JuliaRegistries/General.git`
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[32m[1m Installed[22m[39m Libmount_jll ───────────────── v2.34.0+3
[32m[1m Installed[22m[39m OffsetArrays ───────────────── v1.10.0
[32m[1m Installed[22m[39m GPUCompiler ────────────────── v0.6.1
[32m[1m Installed[22m[39m Requires ───────────────────── v1.1.3
[32m[1m Installed[22m[39m Quadmath ───────────────────── v0.5.5
[32m[1m Installed[22m[39m Transducers ────────────────── v0.4.65
[32m[1m Installed[22m[39m Widgets ────────────────────── v0.6.3
[32m[1m Installed[22m[39m Showoff ────────────────────── v0.3.2
[32m[1m Installed[22m[39m PCRE_jll ───────────────────── v8.42.0+4
[32m[1m Installed[22m[39m SplittablesBase ────────────── v0.1.13
[32m[1m Installed[22m[39m ChainRules ─────────────────── v0.7.70
[32m[1m Updating[22m[39m `C:\Users\pkab4\.julia\environments\v1.4\Project.toml`
[90m [6d3278bc][39m[93m ↑ ARCHModels v1.2.0 ⇒ v1.4.1[39m
[90m [6e4b80f9][39m[93m ↑ BenchmarkTools v0.5.0 ⇒ v1.0.0[39m
[90m [336ed68f][39m[93m ↑ CSV v0.6.1 ⇒ v0.8.5[39m
[90m [5d742f6a][39m[93m ↑ CSVFiles v1.0.0 ⇒ v1.0.1[39m
[90m [159f3aea][39m[93m ↑ Cairo v1.0.4 ⇒ v1.0.5[39m
[90m [54eefc05][39m[93m ↑ Cascadia v1.0.0 ⇒ v1.0.1[39m
[90m [aaaa29a8][39m[93m ↑ Clustering v0.14.1 ⇒ v0.14.2[39m
[90m [3abffc1c][39m[93m ↑ ControlSystemIdentification v0.2.4 ⇒ v1.0.0[39m
[90m [a93c6f00][39m[93m ↑ DataFrames v0.20.2 ⇒ v0.22.7[39m
[90m [31c24e10][39m[93m ↑ Distributions v0.23.4 ⇒ v0.23.8[39m
[90m [587475ba][39m[93m ↑ Flux v0.11.0 ⇒ v0.11.1[39m
[90m [38e38edf][39m[93m ↑ GLM v1.3.9 ⇒ v1.4.2[39m
[90m [28b8d3ca][39m[93m ↑ GR v0.51.0 ⇒ v0.52.0[39m
[90m [c91e804a][39m[93m ↑ Gadfly v1.2.1 ⇒ v1.3.3[39m
[90m [cd3eb016][39m[93m ↑ HTTP v0.8.17 ⇒ v0.8.19[39m
[90m [09f84164][39m[93m ↑ HypothesisTests v0.10.0 ⇒ v0.10.4[39m
[90m [7073ff75][39m[93m ↑ IJulia v1.21.2 ⇒ v1.23.2[39m
[90m [b9914132][39m[93m ↑ JSONTables v1.0.0 ⇒ v1.0.1[39m
[90m [91a5bcdd][39m[93m ↑ Plots v1.5.6 ⇒ v1.6.12[39m
[90m [1a8c2f83][39m[93m ↑ Query v0.12.2 ⇒ v1.0.0[39m
[90m [ce6b1742][39m[93m ↑ RDatasets v0.6.9 ⇒ v0.7.5[39m
[90m [11a47235][39m[93m ↑ SignalDecomposition v1.0.0 ⇒ v1.0.2[39m
[90m [3eaba693][39m[93m ↑ StatsModels v0.6.12 ⇒ v0.6.21[39m
[90m [f3b207a7][39m[93m ↑ StatsPlots v0.14.6 ⇒ v0.14.22[39m
[90m [8a913413][39m[93m ↑ Survival v0.2.0 ⇒ v0.2.1[39m
[90m [198dc43e][39m[93m ↑ TSML v2.3.8 ⇒ v2.7.0[39m
[90m [bd369af6][39m[93m ↑ Tables v1.0.4 ⇒ v1.4.3[39m
[90m [a2db99b7][39m[92m + TextAnalysis v0.7.3[39m
[90m [9e3dc215][39m[93m ↑ TimeSeries v0.18.0 ⇒ v0.20.1[39m
[90m [fce5fe82][39m[93m ↑ Turing v0.7.0 ⇒ v0.15.16[39m
[90m [b8865327][39m[93m ↑ UnicodePlots v1.2.0 ⇒ v1.3.0[39m
[90m [fdbf4ff8][39m[93m ↑ XLSX v0.7.2 ⇒ v0.7.6[39m
[32m[1m Updating[22m[39m `C:\Users\pkab4\.julia\environments\v1.4\Manifest.toml`
[90m [e3c3008a][39m[92m + AMLPipelineBase v0.1.9[39m
[90m [6d3278bc][39m[93m ↑ ARCHModels v1.2.0 ⇒ v1.4.1[39m
[90m [80f14c24][39m[92m + AbstractMCMC v3.2.0[39m
[90m [7a57a42e][39m[92m + AbstractPPL v0.1.4[39m
[90m [1520ce14][39m[93m ↑ AbstractTrees v0.3.3 ⇒ v0.3.4[39m
[90m [79e6a3ab][39m[93m ↑ Adapt v2.0.2 ⇒ v2.4.0[39m
[90m [0bf59076][39m[93m ↑ AdvancedHMC v0.2.25 ⇒ v0.2.27[39m
[90m [5b7e9947][39m[92m + AdvancedMH v0.5.9[39m
[90m [576499cb][39m[92m + AdvancedPS v0.1.0[39m
[90m [b5ca4192][39m[92m + AdvancedVI v0.1.3[39m
[90m [c7e460c6][39m[93m ↑ ArgParse v1.1.0 ⇒ v1.1.4[39m
[90m [ec485272][39m[93m ↑ ArnoldiMethod v0.0.4 ⇒ v0.1.0[39m
[90m [4fba245c][39m[93m ↑ ArrayInterface v2.11.0 ⇒ v2.14.17[39m
[90m [4c555306][39m[93m ↑ ArrayLayouts v0.3.7 ⇒ v0.3.8[39m
[90m [56f22d72][39m[92m + Artifacts v1.3.0[39m
[90m [bf4720bc][39m[91m - AssetRegistry v0.1.0[39m
[90m [fbb218c0][39m[92m + BSON v0.3.3[39m
[90m [198e06fe][39m[92m + BangBang v0.3.31[39m
[90m [9718e550][39m[92m + Baselet v0.1.1[39m
[90m [6e4b80f9][39m[93m ↑ BenchmarkTools v0.5.0 ⇒ v1.0.0[39m
[90m [76274a88][39m[93m ↑ Bijectors v0.4.0 ⇒ v0.9.6[39m
[90m [6e34b625][39m[93m ↑ Bzip2_jll v1.0.6+2 ⇒ v1.0.6+5[39m
[90m [70588ee8][39m[91m - CSSUtil v0.1.1[39m
[90m [336ed68f][39m[93m ↑ CSV v0.6.1 ⇒ v0.8.5[39m
[90m [5d742f6a][39m[93m ↑ CSVFiles v1.0.0 ⇒ v1.0.1[39m
[90m [052768ef][39m[93m ↑ CUDA v1.2.0 ⇒ v1.3.3[39m
[90m [159f3aea][39m[93m ↑ Cairo v1.0.4 ⇒ v1.0.5[39m
[90m [83423d85][39m[93m ↑ Cairo_jll v1.16.0+4 ⇒ v1.16.0+6[39m
[90m [49dc2e85][39m[92m + Calculus v0.5.1[39m
[90m [54eefc05][39m[93m ↑ Cascadia v1.0.0 ⇒ v1.0.1[39m
[90m [324d7699][39m[93m ↑ CategoricalArrays v0.7.7 ⇒ v0.9.7[39m
[90m [082447d4][39m[93m ↑ ChainRules v0.7.12 ⇒ v0.7.70[39m
[90m [d360d2e6][39m[93m ↑ ChainRulesCore v0.9.5 ⇒ v0.9.45[39m
[90m [aaaa29a8][39m[93m ↑ Clustering v0.14.1 ⇒ v0.14.2[39m
[90m [944b1d66][39m[93m ↑ CodecZlib v0.6.0 ⇒ v0.7.0[39m
[90m [35d6a980][39m[93m ↑ ColorSchemes v3.9.0 ⇒ v3.12.1[39m
[90m [3da002f7][39m[93m ↑ ColorTypes v0.10.7 ⇒ v0.10.12[39m
[90m [5ae59095][39m[93m ↑ Colors v0.12.3 ⇒ v0.12.8[39m
[90m [38540f10][39m[92m + CommonSolve v0.2.0[39m
[90m [34da2185][39m[93m ↑ Compat v2.2.0 ⇒ v3.30.0[39m
[90m [e66e0078][39m[93m ↑ CompilerSupportLibraries_jll v0.3.3+0 ⇒ v0.3.4+0[39m
[90m [a81c6b42][39m[93m ↑ Compose v0.8.2 ⇒ v0.9.2[39m
[90m [a33af91c][39m[92m + CompositionsBase v0.1.0[39m
[90m [8f4d0f93][39m[93m ↑ Conda v1.4.1 ⇒ v1.5.2[39m
[90m [187b0558][39m[92m + ConstructionBase v1.2.1[39m
[90m [d38c429a][39m[93m ↑ Contour v0.5.4 ⇒ v0.5.7[39m
[90m [3abffc1c][39m[93m ↑ ControlSystemIdentification v0.2.4 ⇒ v1.0.0[39m
[90m [a6e380b2][39m[93m ↑ ControlSystems v0.6.0 ⇒ v0.7.0[39m
[90m [7ad07ef1][39m[93m ↑ CoupledFields v0.1.0 ⇒ v0.2.0[39m
[90m [a8cc5b0e][39m[93m ↑ Crayons v4.0.3 ⇒ v4.0.4[39m
[90m [717857b8][39m[93m ↑ DSP v0.6.7 ⇒ v0.6.10[39m
[90m [9a962f9c][39m[93m ↑ DataAPI v1.3.0 ⇒ v1.6.0[39m
[90m [124859b0][39m[92m + DataDeps v0.7.7[39m
[90m [a93c6f00][39m[93m ↑ DataFrames v0.20.2 ⇒ v0.22.7[39m
[90m [864edb3b][39m[93m ↑ DataStructures v0.17.19 ⇒ v0.17.20[39m
[90m [7806a523][39m[93m ↑ DecisionTree v0.10.7 ⇒ v0.10.10[39m
[90m [244e2a9f][39m[92m + DefineSingletons v0.1.1[39m
[90m [5732040d][39m[93m ↑ DelayEmbeddings v1.8.0 ⇒ v1.11.0[39m
[90m [2b5f629d][39m[93m ↑ DiffEqBase v6.40.9 ⇒ v6.44.3[39m
[90m [01453d9d][39m[92m + DiffEqDiffTools v1.7.0[39m
[90m [163ba53b][39m[93m ↑ DiffResults v1.0.2 ⇒ v1.0.3[39m
[90m [b552c78f][39m[93m ↑ DiffRules v1.0.1 ⇒ v1.0.2[39m
[90m [b4f34e82][39m[93m ↑ Distances v0.8.2 ⇒ v0.10.3[39m
[90m [31c24e10][39m[93m ↑ Distributions v0.23.4 ⇒ v0.23.8[39m
[90m [ced4e74d][39m[93m ↑ DistributionsAD v0.1.1 ⇒ v0.6.28[39m
[90m [ffbed154][39m[93m ↑ DocStringExtensions v0.8.2 ⇒ v0.8.5[39m
[90m [497a8b3b][39m[93m ↑ DoubleFloats v1.1.13 ⇒ v1.1.22[39m
[90m [366bfd00][39m[92m + DynamicPPL v0.10.20[39m
[90m [6e36e845][39m[93m ↑ DynamicalSystemsBase v1.5.4 ⇒ v1.5.7[39m
[90m [5ae413db][39m[92m + EarCut_jll v2.1.5+1[39m
[90m [da5c29d0][39m[93m ↑ EllipsisNotation v0.4.0 ⇒ v1.0.0[39m
[90m [cad2338a][39m[92m + EllipticalSliceSampling v0.4.3[39m
[90m [2e619515][39m[93m ↑ Expat_jll v2.2.7+3 ⇒ v2.2.7+6[39m
[90m [d4d017d3][39m[93m ↑ ExponentialUtilities v1.7.0 ⇒ v1.8.2[39m
[90m [e2ba6199][39m[93m ↑ ExprTools v0.1.1 ⇒ v0.1.3[39m
[90m [c87230d0][39m[93m ↑ FFMPEG v0.3.0 ⇒ v0.4.1[39m
[90m [b22a6f82][39m[93m ↑ FFMPEG_jll v4.1.0+3 ⇒ v4.3.1+4[39m
[90m [7a1cc6ca][39m[93m ↑ FFTW v1.2.2 ⇒ v1.3.0[39m
[90m [f5851436][39m[93m ↑ FFTW_jll v3.3.9+5 ⇒ v3.3.9+7[39m
[90m [9aa1b823][39m[92m + FastClosures v0.3.2[39m
[90m [5789e2e9][39m[93m ↑ FileIO v1.4.0 ⇒ v1.9.1[39m
[90m [48062228][39m[91m - FilePathsBase v0.7.0[39m
[90m [1a297f60][39m[93m ↑ FillArrays v0.8.13 ⇒ v0.8.14[39m
[90m [6a86dc24][39m[93m ↑ FiniteDiff v2.5.1 ⇒ v2.8.0[39m
[90m [26cc04aa][39m[91m - FiniteDifferences v0.10.8[39m
[90m [587475ba][39m[93m ↑ Flux v0.11.0 ⇒ v0.11.1[39m
[90m [a3f928ae][39m[93m ↑ Fontconfig_jll v2.13.1+12 ⇒ v2.13.1+14[39m
[90m [59287772][39m[92m + Formatting v0.4.2[39m
[90m [f6369f11][39m[93m ↑ ForwardDiff v0.10.12 ⇒ v0.10.18[39m
[90m [d7e528f0][39m[93m ↑ FreeType2_jll v2.10.1+2 ⇒ v2.10.1+5[39m
[90m [559328eb][39m[93m ↑ FriBidi_jll v1.0.5+3 ⇒ v1.0.5+6[39m
[90m [069b7b12][39m[93m ↑ FunctionWrappers v1.1.1 ⇒ v1.1.2[39m
[90m [de31a74c][39m[91m - FunctionalCollections v0.5.0[39m
[90m [38e38edf][39m[93m ↑ GLM v1.3.9 ⇒ v1.4.2[39m
[90m [0c68f7d7][39m[93m ↑ GPUArrays v4.0.1 ⇒ v5.2.1[39m
[90m [61eb1bfa][39m[93m ↑ GPUCompiler v0.5.3 ⇒ v0.6.1[39m
[90m [28b8d3ca][39m[93m ↑ GR v0.51.0 ⇒ v0.52.0[39m
[90m [c91e804a][39m[93m ↑ Gadfly v1.2.1 ⇒ v1.3.3[39m
[90m [14197337][39m[93m ↑ GenericLinearAlgebra v0.2.3 ⇒ v0.2.5[39m
[90m [c145ed77][39m[93m ↑ GenericSchur v0.4.0 ⇒ v0.5.0[39m
[90m [5c1252a2][39m[93m ↑ GeometryBasics v0.2.15 ⇒ v0.3.12[39m
[90m [4d00f742][39m[93m ↑ GeometryTypes v0.8.3 ⇒ v0.8.4[39m
[90m [78b55507][39m[93m ↑ Gettext_jll v0.20.1+4 ⇒ v0.20.1+7[39m
[90m [7746bdde][39m[93m ↑ Glib_jll v2.59.0+2 ⇒ v2.59.0+4[39m
[90m [a2bd30eb][39m[93m ↑ Graphics v1.0.2 ⇒ v1.1.0[39m
[90m [3b182d85][39m[93m ↑ Graphite2_jll v1.3.13+1 ⇒ v1.3.13+4[39m
[90m [42e2da0e][39m[92m + Grisu v1.0.2[39m
[90m [528830af][39m[93m ↑ Gumbo_jll v0.10.1+0 ⇒ v0.10.1+1[39m
[90m [7693890a][39m[92m + HTML_Entities v1.0.1[39m
[90m [cd3eb016][39m[93m ↑ HTTP v0.8.17 ⇒ v0.8.19[39m
[90m [2e76f6c2][39m[93m ↑ HarfBuzz_jll v2.6.1+5 ⇒ v2.6.1+10[39m
[90m [09f84164][39m[93m ↑ HypothesisTests v0.10.0 ⇒ v0.10.4[39m
[90m [a51ab1cf][39m[92m + ICU_jll v67.1.0+3[39m
[90m [7073ff75][39m[93m ↑ IJulia v1.21.2 ⇒ v1.23.2[39m
[90m [7869d1d1][39m[93m ↑ IRTools v0.4.0 ⇒ v0.4.2[39m
[90m [f7bf1975][39m[92m + Impute v0.6.6[39m
[90m [22cec73e][39m[92m + InitialValues v0.2.10[39m
[90m [1d5cc7b8][39m[93m ↑ IntelOpenMP_jll v2018.0.3+0 ⇒ v2018.0.3+2[39m
[90m [c601a237][39m[91m - Interact v0.10.3[39m
[90m [d3863d7c][39m[91m - InteractBase v0.10.5[39m
[90m [8197267c][39m[93m ↑ IntervalSets v0.5.1 ⇒ v0.5.3[39m
[90m [d8418881][39m[93m ↑ Intervals v1.4.1 ⇒ v1.5.0[39m
[90m [42fd0dbc][39m[93m ↑ IterativeSolvers v0.8.4 ⇒ v0.8.5[39m
[90m [692b3bcd][39m[92m + JLLWrappers v1.3.0[39m
[90m [97c1335a][39m[91m - JSExpr v0.5.2[39m
[90m [682c06a0][39m[93m ↑ JSON v0.21.0 ⇒ v0.21.1[39m
[90m [0f8b85d8][39m[93m ↑ JSON3 v1.1.1 ⇒ v1.8.2[39m
[90m [7d188eb4][39m[92m + JSONSchema v0.3.3[39m
[90m [b9914132][39m[93m ↑ JSONTables v1.0.0 ⇒ v1.0.1[39m
[90m [e5e0dc1b][39m[93m ↑ Juno v0.8.2 ⇒ v0.8.4[39m
[90m [bcebb21b][39m[91m - Knockout v0.2.4[39m
[90m [c1c5ebd0][39m[93m ↑ LAME_jll v3.100.0+1 ⇒ v3.100.0+3[39m
[90m [26dcc766][39m[93m ↑ LPVSpectral v0.3.0 ⇒ v0.3.1[39m
[90m [dd4b983a][39m[93m ↑ LZO_jll v2.10.0+1 ⇒ v2.10.0+3[39m
[90m [b964fa9f][39m[93m ↑ LaTeXStrings v1.1.0 ⇒ v1.2.1[39m
[90m [2ee39098][39m[93m ↑ LabelledArrays v1.3.0 ⇒ v1.6.1[39m
[90m [8ef0a80b][39m[92m + Languages v0.4.3[39m
[90m [23fbe1c1][39m[92m + Latexify v0.14.12[39m
[90m [50d2b5c4][39m[93m ↑ Lazy v0.15.0 ⇒ v0.15.1[39m
[90m [4af54fe1][39m[92m + LazyArtifacts v1.3.0[39m
[90m [dd192d2f][39m[93m ↑ LibVPX_jll v1.8.1+1 ⇒ v1.9.0+1[39m
[90m [e9f186c6][39m[93m ↑ Libffi_jll v3.2.1+1 ⇒ v3.2.1+4[39m
[90m [d4300ac3][39m[93m ↑ Libgcrypt_jll v1.8.5+1 ⇒ v1.8.5+4[39m
[90m [7add5ba3][39m[93m ↑ Libgpg_error_jll v1.36.0+1 ⇒ v1.36.0+3[39m
[90m [94ce4f54][39m[93m ↑ Libiconv_jll v1.16.0+5 ⇒ v1.16.0+7[39m
[90m [4b2f31a3][39m[93m ↑ Libmount_jll v2.34.0+1 ⇒ v2.34.0+3[39m
[90m [6f1fad26][39m[93m ↑ Libtask v0.4.1 ⇒ v0.5.3[39m
[90m [3ae2931a][39m[92m + Libtask_jll v0.4.1+0[39m
[90m [38a345b3][39m[93m ↑ Libuuid_jll v2.34.0+4 ⇒ v2.34.0+7[39m
[90m [093fc24a][39m[93m ↑ LightGraphs v1.3.3 ⇒ v1.3.5[39m
[90m [d3d80556][39m[93m ↑ LineSearches v7.0.1 ⇒ v7.1.1[39m
[90m [5c8ed15e][39m[92m + LinearOperators v1.3.1[39m
[90m [4345ca2d][39m[93m ↑ Loess v0.5.1 ⇒ v0.5.3[39m
[90m [2ab3a3ac][39m[92m + LogExpFunctions v0.2.4[39m
[90m [e6f89c97][39m[93m ↑ LoggingExtras v0.4.2 ⇒ v0.4.7[39m
[90m [bdcacae8][39m[93m ↑ LoopVectorization v0.8.19 ⇒ v0.8.26[39m
[90m [d9d29d28][39m[93m ↑ LowLevelParticleFilters v0.4.6 ⇒ v1.0.5[39m
[90m [c7f686f2][39m[93m ↑ MCMCChains v0.3.14 ⇒ v4.12.0[39m
[90m [856f044c][39m[93m ↑ MKL_jll v2020.1.216+0 ⇒ v2020.2.254+0[39m
[90m [9920b226][39m[93m ↑ MLDataPattern v0.5.3 ⇒ v0.5.4[39m
[90m [cc2ba9b6][39m[93m ↑ MLDataUtils v0.5.1 ⇒ v0.5.4[39m
[90m [e80e1ace][39m[92m + MLJModelInterface v1.1.0[39m
[90m [66a33bbf][39m[93m ↑ MLLabelUtils v0.5.2 ⇒ v0.5.6[39m
[90m [1914dd2f][39m[93m ↑ MacroTools v0.5.5 ⇒ v0.5.6[39m
[90m [dbb5928d][39m[93m ↑ MappedArrays v0.2.2 ⇒ v0.4.0[39m
[90m [b8f27783][39m[92m + MathOptInterface v0.9.22[39m
[90m [99c1a7ee][39m[92m + MatrixEquations v1.4.0[39m
[90m [739be429][39m[93m ↑ MbedTLS v1.0.2 ⇒ v1.0.3[39m
[90m [c8ffd9c3][39m[93m ↑ MbedTLS_jll v2.16.6+1 ⇒ v2.16.8+1[39m
[90m [128add7d][39m[92m + MicroCollections v0.1.0[39m
[90m [e1d29d7a][39m[93m ↑ Missings v0.4.3 ⇒ v0.4.5[39m
[90m [0987c9cc][39m[93m ↑ MonteCarloMeasurements v0.9.5 ⇒ v0.9.15[39m
[90m [d8a4904e][39m[92m + MutableArithmetics v0.2.20[39m
[90m [d41bc354][39m[95m ↓ NLSolversBase v7.6.1 ⇒ v7.5.0[39m
[90m [76087f3c][39m[93m ↑ NLopt v0.6.0 ⇒ v0.6.2[39m
[90m [079eb43e][39m[93m ↑ NLopt_jll v2.6.2+0 ⇒ v2.7.0+0[39m
[90m [2774e3e8][39m[93m ↑ NLsolve v4.4.0 ⇒ v4.5.1[39m
[90m [a6bfbf70][39m[91m - NNPACK_jll v2018.6.22+0[39m
[90m [872c559c][39m[93m ↑ NNlib v0.7.3 ⇒ v0.7.17[39m
[90m [77ba4419][39m[93m ↑ NaNMath v0.3.4 ⇒ v0.3.5[39m
[90m [86f7a689][39m[92m + NamedArrays v0.9.4[39m
[90m [356022a1][39m[92m + NamedDims v0.2.33[39m
[90m [c020b1a1][39m[92m + NaturalSort v1.0.0[39m
[90m [b8a86587][39m[93m ↑ NearestNeighbors v0.4.4 ⇒ v0.4.9[39m
[90m [645ca80c][39m[93m ↑ Neighborhood v0.1.0 ⇒ v0.2.2[39m
[90m [8913a72c][39m[92m + NonlinearSolve v0.3.5[39m
[90m [510215fc][39m[93m ↑ Observables v0.3.1 ⇒ v0.4.0[39m
[90m [6fe1bfb0][39m[93m ↑ OffsetArrays v1.1.2 ⇒ v1.10.0[39m
[90m [e7412a2a][39m[93m ↑ Ogg_jll v1.3.4+0 ⇒ v1.3.4+2[39m
[90m [458c3c95][39m[93m ↑ OpenSSL_jll v1.1.1+4 ⇒ v1.1.1+6[39m
[90m [efe28fd5][39m[93m ↑ OpenSpecFun_jll v0.5.3+3 ⇒ v0.5.3+4[39m
[90m [429524aa][39m[93m ↑ Optim v0.20.1 ⇒ v0.22.0[39m
[90m [91d4177d][39m[93m ↑ Opus_jll v1.3.1+1 ⇒ v1.3.1+3[39m
[90m [bac558e1][39m[93m ↑ OrderedCollections v1.3.0 ⇒ v1.4.1[39m
[90m [1dea7af3][39m[93m ↑ OrdinaryDiffEq v5.42.0 ⇒ v5.42.3[39m
[90m [2f80f16e][39m[93m ↑ PCRE_jll v8.42.0+2 ⇒ v8.42.0+4[39m
[90m [90014a1f][39m[93m ↑ PDMats v0.9.12 ⇒ v0.10.1[39m
[90m [36c8627f][39m[93m ↑ Pango_jll v1.42.4+8 ⇒ v1.42.4+10[39m
[90m [d96e819e][39m[93m ↑ Parameters v0.12.1 ⇒ v0.12.2[39m
[90m [69de0a69][39m[93m ↑ Parsers v1.0.7 ⇒ v1.1.0[39m
[90m [fa939f87][39m[91m - Pidfile v1.2.0[39m
[90m [30392449][39m[93m ↑ Pixman_jll v0.38.4+2 ⇒ v0.40.0+0[39m
[90m [ccf2f8ad][39m[93m ↑ PlotThemes v2.0.0 ⇒ v2.0.1[39m
[90m [995b91a9][39m[93m ↑ PlotUtils v1.0.5 ⇒ v1.0.10[39m
[90m [91a5bcdd][39m[93m ↑ Plots v1.5.6 ⇒ v1.6.12[39m
[90m [f27b6e38][39m[93m ↑ Polynomials v1.1.3 ⇒ v1.2.1[39m
[90m [2dfb63ee][39m[93m ↑ PooledArrays v0.5.3 ⇒ v1.2.1[39m
[90m [85a6dd25][39m[93m ↑ PositiveFactorizations v0.2.3 ⇒ v0.2.4[39m
[90m [21216c6a][39m[92m + Preferences v1.2.2[39m
[90m [08abe8d2][39m[92m + PrettyTables v0.11.1[39m
[90m [33c8b6b6][39m[93m ↑ ProgressLogging v0.1.3 ⇒ v0.1.4[39m
[90m [92933f4c][39m[93m ↑ ProgressMeter v1.3.2 ⇒ v1.7.1[39m
[90m [438e738f][39m[93m ↑ PyCall v1.91.4 ⇒ v1.92.3[39m
[90m [1fd47b50][39m[93m ↑ QuadGK v2.4.0 ⇒ v2.4.1[39m
[90m [be4d8f0f][39m[93m ↑ Quadmath v0.5.4 ⇒ v0.5.5[39m
[90m [1a8c2f83][39m[93m ↑ Query v0.12.2 ⇒ v1.0.0[39m
[90m [2aef5ad7][39m[93m ↑ QueryOperators v0.9.1 ⇒ v0.9.3[39m
[90m [df47a6cb][39m[93m ↑ RData v0.7.1 ⇒ v0.8.2[39m
[90m [ce6b1742][39m[93m ↑ RDatasets v0.6.9 ⇒ v0.7.5[39m
[90m [3cdcf5f2][39m[93m ↑ RecipesBase v1.0.2 ⇒ v1.1.1[39m
[90m [01d81517][39m[93m ↑ RecipesPipeline v0.1.11 ⇒ v0.1.13[39m
[90m [731186ca][39m[93m ↑ RecursiveArrayTools v2.5.0 ⇒ v2.11.4[39m
[90m [f2c3362d][39m[93m ↑ RecursiveFactorization v0.1.4 ⇒ v0.1.8[39m
[90m [ae029012][39m[93m ↑ Requires v1.0.1 ⇒ v1.1.3[39m
[90m [f50d1b31][39m[93m ↑ Rmath_jll v0.2.2+1 ⇒ v0.2.2+2[39m
[90m [f2b01f46][39m[93m ↑ Roots v1.0.4 ⇒ v1.0.9[39m
[90m [21efa798][39m[93m ↑ SIMDPirates v0.8.17 ⇒ v0.8.26[39m
[90m [0bca4576][39m[92m + SciMLBase v1.13.5[39m
[90m [321657f4][39m[92m + ScientificTypes v1.1.2[39m
[90m [91c51154][39m[92m + SentinelArrays v1.3.3[39m
[90m [efcf1570][39m[92m + Setfield v0.7.0[39m
[90m [992d4aef][39m[93m ↑ Showoff v0.3.1 ⇒ v0.3.2[39m
[90m [11a47235][39m[93m ↑ SignalDecomposition v1.0.0 ⇒ v1.0.2[39m
[90m [05bca326][39m[93m ↑ SimpleDiffEq v1.1.0 ⇒ v1.5.1[39m
[90m [699a6c99][39m[93m ↑ SimpleTraits v0.9.2 ⇒ v0.9.3[39m
[90m [fb8f903a][39m[92m + Snowball v0.1.0[39m
[90m [88f46535][39m[92m + Snowball_jll v2.0.0+0[39m
[90m [b85f4697][39m[93m ↑ SoftGlobalScope v1.0.10 ⇒ v1.1.0[39m
[90m [47a9eef4][39m[93m ↑ SparseDiffTools v1.9.1 ⇒ v1.13.2[39m
[90m [171d559e][39m[92m + SplittablesBase v0.1.13[39m
[90m [860ef19b][39m[93m ↑ StableRNGs v0.1.1 ⇒ v1.0.0[39m
[90m [90137ffa][39m[93m ↑ StaticArrays v0.12.4 ⇒ v0.12.5[39m
[90m [64bff920][39m[92m + StatisticalTraits v1.1.0[39m
[90m [82ae8749][39m[92m + StatsAPI v1.0.0[39m
[90m [4c63d2b9][39m[93m ↑ StatsFuns v0.9.5 ⇒ v0.9.8[39m
[90m [3eaba693][39m[93m ↑ StatsModels v0.6.12 ⇒ v0.6.21[39m
[90m [f3b207a7][39m[93m ↑ StatsPlots v0.14.6 ⇒ v0.14.22[39m
[90m [9700d1a9][39m[92m + StrTables v1.0.1[39m
[90m [09ab397b][39m[93m ↑ StructArrays v0.4.4 ⇒ v0.5.1[39m
[90m [856f2bd8][39m[93m ↑ StructTypes v1.1.0 ⇒ v1.7.2[39m
[90m [8a913413][39m[93m ↑ Survival v0.2.0 ⇒ v0.2.1[39m
[90m [fa267f1f][39m[92m + TOML v1.0.3[39m
[90m [198dc43e][39m[93m ↑ TSML v2.3.8 ⇒ v2.7.0[39m
[90m [ab02a1b2][39m[93m ↑ TableOperations v0.2.1 ⇒ v1.0.0[39m
[90m [3783bdb8][39m[93m ↑ TableTraits v1.0.0 ⇒ v1.0.1[39m
[90m [bd369af6][39m[93m ↑ Tables v1.0.4 ⇒ v1.4.3[39m
[90m [5d786b92][39m[93m ↑ TerminalLoggers v0.1.2 ⇒ v0.1.3[39m
[90m [a2db99b7][39m[92m + TextAnalysis v0.7.3[39m
[90m [e0df1984][39m[93m ↑ TextParse v1.0.0 ⇒ v1.0.1[39m
[90m [9e3dc215][39m[93m ↑ TimeSeries v0.18.0 ⇒ v0.20.1[39m
[90m [f269a46b][39m[93m ↑ TimeZones v1.3.1 ⇒ v1.5.5[39m
[90m [a759f4b9][39m[93m ↑ TimerOutputs v0.5.6 ⇒ v0.5.9[39m
[90m [9f7883ad][39m[93m ↑ Tracker v0.2.8 ⇒ v0.2.16[39m
[90m [28d57a85][39m[92m + Transducers v0.4.65[39m
[90m [fce5fe82][39m[93m ↑ Turing v0.7.0 ⇒ v0.15.16[39m
[90m [3a884ed6][39m[93m ↑ UnPack v1.0.1 ⇒ v1.0.2[39m
[90m [b8865327][39m[93m ↑ UnicodePlots v1.2.0 ⇒ v1.3.0[39m
[90m [3d5dd08c][39m[93m ↑ VectorizationBase v0.12.26 ⇒ v0.12.33[39m
[90m [0f1e0344][39m[91m - WebIO v0.8.14[39m
[90m [104b5d7c][39m[91m - WebSockets v1.5.2[39m
[90m [cc8bc4a8][39m[93m ↑ Widgets v0.6.2 ⇒ v0.6.3[39m
[90m [efce3f68][39m[93m ↑ WoodburyMatrices v0.5.2 ⇒ v0.5.3[39m
[90m [796a5d58][39m[92m + WordTokenizers v0.5.6[39m
[90m [fdbf4ff8][39m[93m ↑ XLSX v0.7.2 ⇒ v0.7.6[39m
[90m [02c8fc9c][39m[93m ↑ XML2_jll v2.9.10+1 ⇒ v2.9.10+3[39m
[90m [aed1982a][39m[93m ↑ XSLT_jll v1.1.33+2 ⇒ v1.1.33+4[39m
[90m [4f6342f7][39m[93m ↑ Xorg_libX11_jll v1.6.9+2 ⇒ v1.6.9+4[39m
[90m [0c0b7dd1][39m[93m ↑ Xorg_libXau_jll v1.0.9+2 ⇒ v1.0.9+4[39m
[90m [a3789734][39m[93m ↑ Xorg_libXdmcp_jll v1.1.3+2 ⇒ v1.1.3+4[39m
[90m [1082639a][39m[93m ↑ Xorg_libXext_jll v1.3.4+2 ⇒ v1.3.4+4[39m
[90m [ea2f1a96][39m[93m ↑ Xorg_libXrender_jll v0.9.10+2 ⇒ v0.9.10+4[39m
[90m [14d82f49][39m[93m ↑ Xorg_libpthread_stubs_jll v0.1.0+1 ⇒ v0.1.0+3[39m
[90m [c7cfdc94][39m[93m ↑ Xorg_libxcb_jll v1.13.0+2 ⇒ v1.13.0+3[39m
[90m [c5fb5394][39m[93m ↑ Xorg_xtrans_jll v1.4.0+1 ⇒ v1.4.0+3[39m
[90m [8f1865be][39m[93m ↑ ZeroMQ_jll v4.3.2+4 ⇒ v4.3.2+6[39m
[90m [a5390f91][39m[93m ↑ ZipFile v0.9.2 ⇒ v0.9.3[39m
[90m [83775a58][39m[93m ↑ Zlib_jll v1.2.11+14 ⇒ v1.2.11+18[39m
[90m [e88e6eb3][39m[93m ↑ Zygote v0.5.3 ⇒ v0.5.17[39m
[90m [700de1a5][39m[93m ↑ ZygoteRules v0.2.0 ⇒ v0.2.1[39m
[90m [0ac62f75][39m[93m ↑ libass_jll v0.14.0+2 ⇒ v0.14.0+4[39m
[90m [f638f0a6][39m[93m ↑ libfdk_aac_jll v0.1.6+2 ⇒ v0.1.6+4[39m
[90m [b53b4c65][39m[93m ↑ libpng_jll v1.6.37+3 ⇒ v1.6.37+6[39m
[90m [a9144af2][39m[92m + libsodium_jll v1.0.19+0[39m
[90m [f27f6e37][39m[93m ↑ libvorbis_jll v1.3.6+4 ⇒ v1.3.6+6[39m
[90m [3f19e933][39m[92m + p7zip_jll v16.2.0+3[39m
[90m [1270edf5][39m[93m ↑ x264_jll v2019.5.25+2 ⇒ v2020.7.14+2[39m
[90m [dfaa095f][39m[93m ↑ x265_jll v3.0.0+1 ⇒ v3.0.0+3[39m
[32m[1m Building[22m[39m GR ───────────→ `C:\Users\pkab4\.julia\packages\GR\BwGt2\deps\build.log`
[32m[1m Building[22m[39m ARCHModels ───→ `C:\Users\pkab4\.julia\packages\ARCHModels\BbG8n\deps\build.log`
[32m[1m Building[22m[39m Conda ────────→ `C:\Users\pkab4\.julia\packages\Conda\sNGum\deps\build.log`
[32m[1m Building[22m[39m IJulia ───────→ `C:\Users\pkab4\.julia\packages\IJulia\e8kqU\deps\build.log`
[32m[1m Building[22m[39m HTML_Entities → `C:\Users\pkab4\.julia\packages\HTML_Entities\0GIgo\deps\build.log`
[32m[1m Building[22m[39m FFTW ─────────→ `C:\Users\pkab4\.julia\packages\FFTW\ayqyZ\deps\build.log`
[32m[1m Building[22m[39m DataDeps ─────→ `C:\Users\pkab4\.julia\packages\DataDeps\ooWXe\deps\build.log`
[32m[1m Building[22m[39m PyCall ───────→ `C:\Users\pkab4\.julia\packages\PyCall\BD546\deps\build.log`
[32m[1m Building[22m[39m TimeZones ────→ `C:\Users\pkab4\.julia\packages\TimeZones\y3gf6\deps\build.log`
import TextAnalysis
Julia
┌ Info: Precompiling TextAnalysis [a2db99b7-8b79-58f8-94bf-bbc811eef33d]
└ @ Base loading.jl:1260
begin
using TextAnalysis
using CSV
using DataFrames
using Pipe:
using Plots
end
Julia
┌ Info: Precompiling CSV [336ed68f-0bac-5ca0-87d4-7b16caf5d00b]
└ @ Base loading.jl:1260
┌ Info: Precompiling DataFrames [a93c6f00-e57d-5684-b7b6-d8193f3e46c0]
└ @ Base loading.jl:1260
import Pkg; Pkg.add("Pipe")
Julia
[32m[1m Resolving[22m[39m package versions...
[32m[1m Installed[22m[39m Pipe ─ v1.3.0
[32m[1m Updating[22m[39m `C:\Users\pkab4\.julia\environments\v1.4\Project.toml`
[90m [b98c9c47][39m[92m + Pipe v1.3.0[39m
[32m[1m Updating[22m[39m `C:\Users\pkab4\.julia\environments\v1.4\Manifest.toml`
[90m [b98c9c47][39m[92m + Pipe v1.3.0[39m
pathname = "Enerman.txt"
Julia
fd = Document(pathname)
Julia
text(fd)
Julia
remove_corrupt_utf8!(fd)
Julia
ngrams(fd)
Julia
str = StringDocument(text(fd))
Julia
remove_corrupt_utf8!(str)
Julia
prepare!(str, strip_punctuation)
Julia
remove_case!(str)
Julia
prepare!(str, strip_articles)
Julia
prepare!(str, strip_indefinite_articles)
Julia
prepare!(str, strip_definite_articles)
Julia
prepare!(str, strip_prepositions)
Julia
prepare!(str, strip_pronouns)
Julia
prepare!(str, strip_stopwords)
Julia
prepare!(str, strip_numbers)
Julia
prepare!(str, strip_non_letters)
Julia
prepare!(str, strip_frequent_terms)
Julia
prepare!(str, strip_html_tags)
Julia
stem!(str)
Julia
crps = Corpus([str])
Julia
lexicon(crps)
Julia
update_lexicon!(crps)
Julia
m = DocumentTermMatrix(crps)
Julia
dtm(m)
Julia
tf(m)
Julia
tf_idf(m)
Julia
details(m)
Julia
splitted_sents = WordTokenizers.split_sentences(str)
Julia
a= lexicon(crps)
Julia
inverse_index(crps)
Julia
update_inverse_index!(crps)
inverse_index(crps)
Julia
lexical_frequency(crps, "energi")
Julia
lexicon(crps)
Julia
b = sort(collect(zip(values(a),keys(a))))
Julia
show(b)
Julia
[(1, "abil"), (1, "accord"), (1, "account"), (1, "accur"), (1, "achiev"), (1, "actual"), (1, "adopt"), (1, "advanc"), (1, "ahus"), (1, "annual"), (1, "anod"), (1, "anylog"), (1, "assign"), (1, "autom"), (1, "autonom"), (1, "auxilari"), (1, "bespok"), (1, "bodi"), (1, "built"), (1, "busi"), (1, "buy"), (1, "byproduct"), (1, "call"), (1, "capabl"), (1, "car"), (1, "care"), (1, "cheap"), (1, "chemic"), (1, "chillersheatersdust"), (1, "chocol"), (1, "choic"), (1, "cim"), (1, "clean"), (1, "cleanroom"), (1, "clearanc"), (1, "come"), (1, "con"), (1, "consid"), (1, "continu"), (1, "correl"), (1, "daili"), (1, "decoupl"), (1, "decreas"), (1, "deeper"), (1, "deliv"), (1, "deminer"), (1, "demo"), (1, "densiti"), (1, "depict"), (1, "deploy"), (1, "design"), (1, "determin"), (1, "document"), (1, "don"), (1, "drive"), (1, "effect"), (1, "employ"), (1, "endtoend"), (1, "energyconsumpt"), (1, "energyeffici"), (1, "enpi"), (1, "establish"), (1, "excel"), (1, "expect"), (1, "extra"), (1, "extractor"), (1, "famili"), (1, "familiar"), (1, "feasibl"), (1, "floor"), (1, "focus"), (1, "follow"), (1, "foreseen"), (1, "gap"), (1, "gather"), (1, "goe"), (1, "granular"), (1, "guid"), (1, "guidanc"), (1, "histor"), (1, "holist"), (1, "humandriven"), (1, "hvac"), (1, "impact"), (1, "import"), (1, "increas"), (1, "individu"), (1, "inlet"), (1, "instead"), (1, "interfac"), (1, "interrupt"), (1, "introduc"), (1, "introduct"), (1, "investig"), (1, "item"), (1, "kpis"), (1, "laser"), (1, "life"), (1, "line"), (1, "link"), (1, "list"), (1, "liter"), (1, "litter"), (1, "live"), (1, "loadsfrom"), (1, "local"), (1, "locat"), (1, "make"), (1, "manual"), (1, "match"), (1, "materi"), (1, "measurementmonitor"), (1, "meet"), (1, "melt"), (1, "meltshop"), (1, "mention"), (1, "metal"), (1, "metric"), (1, "mode"), (1, "month"), (1, "ms"), (1, "na"), (1, "none"), (1, "onlin"), (1, "onsit"), (1, "osipi"), (1, "outcom"), (1, "particl"), (1, "pathway"), (1, "person"), (1, "personnel"), (1, "piec"), (1, "plane"), (1, "plc"), (1, "poli"), (1, "presenc"), (1, "previous"), (1, "prioriti"), (1, "profil"), (1, "proper"), (1, "publish"), (1, "pulpit"), (1, "qualiti"), (1, "react"), (1, "reassign"), (1, "recommend"), (1, "refil"), (1, "relev"), (1, "remain"), (1, "replac"), (1, "request"), (1, "resist"), (1, "respons"), (1, "seamless"), (1, "section"), (1, "secur"), (1, "seen"), (1, "semiconductor"), (1, "sensor"), (1, "sm"), (1, "softwar"), (1, "softwaretool"), (1, "sourc"), (1, "speed"), (1, "spray"), (1, "static"), (1, "step"), (1, "stomana"), (1, "strength"), (1, "studi"), (1, "subdepart"), (1, "suggest"), (1, "supervisor"), (1, "take"), (1, "tc"), (1, "techniqu"), (1, "technolog"), (1, "tensil"), (1, "term"), (1, "thermal"), (1, "throughput"), (1, "topic"), (1, "total"), (1, "treat"), (1, "twinsimul"), (1, "various"), (1, "vast"), (1, "versus"), (1, "virtual"), (1, "visual"), (1, "vs"), (1, "wafer"), (1, "warm"), (1, "weather"), (1, "year"), (2, "access"), (2, "acquisit"), (2, "addit"), (2, "affili"), (2, "allow"), (2, "atmospher"), (2, "avoid"), (2, "boiler"), (2, "boundari"), (2, "calcul"), (2, "chain"), (2, "check"), (2, "chill"), (2, "comparison"), (2, "complet"), (2, "compon"), (2, "connect"), (2, "consequ"), (2, "consum"), (2, "contribut"), (2, "correct"), (2, "current"), (2, "cycl"), (2, "day"), (2, "decisionmak"), (2, "demand"), (2, "depend"), (2, "describ"), (2, "dss"), (2, "durat"), (2, "ecolog"), (2, "econom"), (2, "emiss"), (2, "envis"), (2, "etc"), (2, "event"), (2, "exchang"), (2, "extern"), (2, "fabric"), (2, "factor"), (2, "factori"), (2, "file"), (2, "fit"), (2, "flue"), (2, "found"), (2, "freez"), (2, "furthermor"), (2, "hard"), (2, "historian"), (2, "human"), (2, "indic"), (2, "industri"), (2, "infineon"), (2, "inform"), (2, "insight"), (2, "integr"), (2, "issu"), (2, "lead"), (2, "loss"), (2, "low"), (2, "main"), (2, "major"), (2, "market"), (2, "mean"), (2, "minut"), (2, "motor"), (2, "natur"), (2, "normal"), (2, "occur"), (2, "oil"), (2, "one"), (2, "perform"), (2, "phase"), (2, "power"), (2, "predefin"), (2, "privileg"), (2, "procedur"), (2, "protect"), (2, "provid"), (2, "radiat"), (2, "realiz"), (2, "refiningconch"), (2, "scope"), (2, "separ"), (2, "short"), (2, "solv"), (2, "sort"), (2, "space"), (2, "stop"), (2, "suppli"), (2, "team"), (2, "technic"), (2, "threat"), (2, "transfer"), (2, "trigener"), (2, "typolog"), (2, "upgrad"), (2, "use"), (2, "variat"), (2, "view"), (2, "warningnotif"), (3, "ab"), (3, "acquir"), (3, "approach"), (3, "avail"), (3, "basi"), (3, "bms"), (3, "carbon"), (3, "cold"), (3, "compani"), (3, "compress"), (3, "custom"), (3, "decid"), (3, "degreas"), (3, "devic"), (3, "direct"), (3, "dont"), (3, "eaf"), (3, "electr"), (3, "em"), (3, "equip"), (3, "estim"), (3, "final"), (3, "footprint"), (3, "gas"), (3, "heater"), (3, "improv"), (3, "indoor"), (3, "influenc"), (3, "iso"), (3, "lf"), (3, "machin"), (3, "maintain"), (3, "measur"), (3, "monitor"), (3, "onoff"), (3, "organ"), (3, "overal"), (3, "peopl"), (3, "perspect"), (3, "prepar"), (3, "pressur"), (3, "regard"), (3, "resourc"), (3, "setpoint"), (3, "shift"), (3, "signal"), (3, "site"), (3, "status"), (3, "sustain"), (3, "tool"), (3, "topcoat"), (3, "trend"), (3, "updat"), (3, "valu"), (4, "ai"), (4, "aim"), (4, "alarm"), (4, "algorithm"), (4, "analysi"), (4, "automat"), (4, "bodyshop"), (4, "booth"), (4, "cop"), (4, "drift"), (4, "endnod"), (4, "exampl"), (4, "handl"), (4, "hmi"), (4, "identifi"), (4, "idss"), (4, "ifag"), (4, "includ"), (4, "involv"), (4, "kpi"), (4, "ml"), (4, "moment"), (4, "network"), (4, "notif"), (4, "output"), (4, "outsid"), (4, "plant"), (4, "produc"), (4, "propos"), (4, "reduct"), (4, "relat"), (4, "save"), (4, "specif"), (4, "standard"), (4, "strategi"), (5, "affect"), (5, "co"), (5, "cool"), (5, "decisionsupport"), (5, "dynam"), (5, "eg"), (5, "environment"), (5, "facil"), (5, "framework"), (5, "help"), (5, "intern"), (5, "minim"), (5, "model"), (5, "paintshop"), (5, "paramet"), (5, "project"), (5, "real"), (5, "repres"), (5, "requir"), (5, "scenario"), (5, "steam"), (5, "support"), (5, "type"), (5, "wast"), (6, "ahu"), (6, "build"), (6, "compar"), (6, "decis"), (6, "effici"), (6, "elabor"), (6, "engin"), (6, "extract"), (6, "feed"), (6, "forecast"), (6, "load"), (6, "predict"), (6, "price"), (6, "program"), (6, "reduc"), (6, "simul"), (6, "subtask"), (6, "unit"), (6, "user"), (7, "answer"), (7, "applic"), (7, "dust"), (7, "field"), (7, "generat"), (7, "hot"), (7, "humid"), (7, "implement"), (7, "interact"), (7, "optim"), (7, "rate"), (7, "result"), (7, "test"), (7, "time"), (7, "util"), (8, "action"), (8, "feedback"), (8, "kwh"), (8, "manufactur"), (8, "realtim"), (8, "smart"), (9, "chiller"), (9, "cost"), (9, "refer"), (9, "tank"), (9, "usag"), (10, "central"), (10, "oper"), (10, "report"), (12, "chang"), (12, "collect"), (12, "heat"), (12, "meter"), (12, "target"), (13, "abl"), (13, "base"), (13, "condit"), (13, "run"), (14, "manag"), (14, "server"), (15, "flow"), (15, "instal"), (15, "solut"), (15, "twin"), (16, "digit"), (19, "control"), (20, "level"), (20, "water"), (22, "data"), (22, "temperatur"), (26, "air"), (26, "product"), (38, "enerman"), (47, "consumpt"), (51, "system"), (54, "process"), (56, "energi")]
c = sort(collect(zip(values(b), keys(b))), rev=true)[1:35]
Julia
d = vcat(map(c -> [c[1] sum(c[2:end])], values(c))...)
Julia
e = d[:,1]
Julia
show(f)
Julia
[(56, "energi"); (54, "process"); (51, "system"); (47, "consumpt"); (38, "enerman"); (26, "product"); (26, "air"); (22, "temperatur"); (22, "data"); (20, "water"); (20, "level"); (19, "control"); (16, "digit"); (15, "twin"); (15, "solut"); (15, "instal"); (15, "flow"); (14, "server"); (14, "manag"); (13, "run"); (13, "condit"); (13, "base"); (13, "abl"); (12, "target"); (12, "meter"); (12, "heat"); (12, "collect"); (12, "chang"); (10, "report"); (10, "oper"); (10, "central"); (9, "usag"); (9, "tank"); (9, "refer"); (9, "cost")]