Exploratory Data Analysis
Common words/tags in titles
Shravan Honade
Ritesh Sengar
Nikhil Patil
Dhananjay
Ghate
Neena Chaudhari
2023-12-06
Primary objectives:
This project aims to use data and modeling to explore and predict tags for questions on Stack Exchange by using Natural Language Processing (NLP) with Keras Word2Vec , Paragraph2Vec. The primary objectives are as follows:
Data Extraction -> Stack Exchange API
Exploratory Data Analysis (EDA) -> ggplot, wordcolud, word embedding
Machine Learning Model Development -> Keras Word2Vec and Paragraph2Vec technique
example_data <- head(df, 5)
knitr::kable(
example_data,
caption = "Stack Exchange Dataset",
format = "html",
full_width = FALSE
)| tags | question_id | title | is_answered | view_count | answer_count | score | last_activity_date | creation_date | last_edit_date | content_license | link |
|---|---|---|---|---|---|---|---|---|---|---|---|
| python|contour|scipy-optimize|data-fitting|uncertainty | 77592064 | How do I find the uncertainties on a fit with correlated parameters in python? | False | 4 | 0 | 0 | 1701548773 | 1701548773 | NA | CC BY-SA 4.0 | https://stackoverflow.com/questions/77592064/how-do-i-find-the-uncertainties-on-a-fit-with-correlated-parameters-in-python |
| python | 77591142 | How to check whether a string is Palindrome or not in Python programme? | True | 57 | 3 | -3 | 1701548575 | 1701533698 | NA | https://stackoverflow.com/questions/77591142/how-to-check-whether-a-string-is-palindrome-or-not-in-python-programme | |
| python|python-import|relative-path|relative-import | 73991299 | Importing a Python module from subfolder of another folder using relative path | True | 1003 | 2 | 1 | 1701547786 | 1665167181 | NA | CC BY-SA 4.0 | https://stackoverflow.com/questions/73991299/importing-a-python-module-from-subfolder-of-another-folder-using-relative-path |
| python|gitlab|repository | 77547154 | Python Code to Check Multiple Files on Gitlab repository by group ID | False | 30 | 1 | 1 | 1701547456 | 1700900779 | NA | CC BY-SA 4.0 | https://stackoverflow.com/questions/77547154/python-code-to-check-multiple-files-on-gitlab-repository-by-group-id |
| python|image-processing|python-imaging-library|huffman-code | 77591994 | Huffman Encoding/Decoding - Black Image Issue. [Python] | False | 9 | 0 | 0 | 1701547358 | 1701547358 | NA | CC BY-SA 4.0 | https://stackoverflow.com/questions/77591994/huffman-encoding-decoding-black-image-issue-python |
Common words/tags in titles
Questions asked over Years
Tag growth/shrinking over time
Word2Vec is a tool that learns compact numerical representations (vectors) for words by analyzing how they are used together in a given set of text.
Goal: Word2Vec is like a brain for computers that tries to understand words in a way that’s similar to how humans do.
Representation: Instead of just knowing what a word is, Word2Vec wants to represent each word as a special kind of number. These numbers capture the essence of what each word means.
How it Learns: Imagine teaching a computer to understand words by reading a lot of text. It looks at the words that often appear together and learns that they must be related.
Two Jobs: Word2Vec has two main jobs or games to play: Guess the Word: Given the words around it, try to guess what the missing word is. This helps the computer learn the meaning of words based on context.
Guess the Context: Given a word, try to guess what words are likely to appear around it. This helps the computer understand how words relate to each other.
Vectors: Once trained, each word gets its special set of numbers (vector). Words with similar meanings have vectors that point in similar directions.
Question -> How to run python in conda environment ?
## run elevenlabs pitch layered book days logstash
## 1.0000000 0.5737176 0.5550957 0.5288951 0.4849439 0.4794046 0.4791245## X1 X2 X3 X4
## lttrgt -0.79423070 -1.28407741 0.203916699 -0.602335632
## expose -0.27607352 -1.41493046 -1.510694861 1.609885812
## socketaccept -0.83635324 1.04424453 1.013631105 -1.411699533
## methoddescriptor 0.54895473 0.49504569 -0.372702867 0.569103777
## mud -0.89083678 0.89819539 0.754269063 0.011664150
## proper -1.60589099 0.49050245 -1.456710458 1.520637393
## belonging -1.42912698 -1.57354057 -0.281750888 -0.671806157
## dosnt 1.21090126 0.07892574 -0.018372336 0.014927704
## wrongversionnumber -1.50266111 0.56841779 0.713584304 -0.948245525
## transformer 0.13342538 0.64793748 -0.557868540 1.522997737
## pyrunstring 1.66171360 -0.90709376 -0.925389051 1.346472502
## sanitizer 0.29699481 1.58176374 1.239713550 1.449180961
## ole -1.47845495 -1.56826878 1.647583604 -0.285922199
## render 1.06253958 -1.42736411 0.816846609 -0.601772070
## daskdataframe -0.24726555 0.79329157 -0.820488751 -0.438574940
## sclient 0.41411054 -0.53869110 -0.272140920 0.089128695
## piece 0.74496943 1.33534861 0.907051980 -0.232196674
## dictkey -1.75209320 0.76328844 -1.604280949 -0.570318997
## stringformat -0.42781830 -0.49450153 1.325998306 0.241534978
## normals 0.27462873 1.31846988 0.441989243 0.585204303
## poisson -0.29949442 0.81789160 -1.259926796 -1.401893973
## memsql 1.41905713 1.06992614 0.943943620 0.783887982
## googlepythonapi 1.49607968 -1.43566632 -0.883384645 -1.542677283
## unclickable -0.83594298 -1.26282954 -1.381439328 0.467082888
## supress 1.33865011 -1.53367126 -0.682529867 0.443771809
## transferfunction 0.82393259 -1.37119102 1.171897054 -0.168635041
## id 0.88874650 -0.74955946 1.524606824 0.730212212
## cqlengine -0.65419877 1.37112498 0.728502095 0.110353306
## succeeds -0.31942984 -0.06261003 -0.612340629 0.275542051
## developers -1.16451478 1.20324802 -0.713726282 -0.073104665
## inspectelement -1.41065633 0.57559741 -1.559493303 0.191982478
## avarage 1.14237547 0.65392601 0.745464325 1.204539895
## httpcookie 0.25724348 1.02681100 0.272620052 -0.620065629
## windowsx 1.06453991 -1.43261480 1.026276946 0.407535613
## track 0.83318573 0.87926728 1.157831430 1.337311625
## exercise 0.40662095 -0.33518410 0.966509581 1.525183916
## scrabble 0.04763725 0.17839810 0.376185596 0.553191304
## ipythonjupyter -0.94188374 1.59437871 -0.898275197 -0.224107713
## mkdir -0.29442963 -1.41740131 -1.135309219 -1.298245788
## comparing 0.57091725 -0.45691180 0.786144555 -1.274830103
## anticaptcha 1.35653937 -0.12221926 -0.981368124 0.747888386
## ifconfig 0.43122217 -0.15935835 -1.219967842 1.623334050
## rpg -0.76203406 0.38027215 -1.519826055 0.836140156
## rich 1.47579205 -1.13515842 0.904275298 1.505739689
## autoincrement 0.10884722 -0.29560307 0.497144610 0.880148113
## netsh 1.78014183 1.24918807 -0.427780598 0.743317008
## finding 0.99298769 0.80323988 0.969515979 -0.017751995
## texttable 0.24811189 -1.56425130 -0.082063325 -0.902202129
## vmwareworkstation 1.16191268 -0.32730830 -1.713276029 -0.948240638
## regularlanguage 1.75711989 -0.01873934 -0.187883720 -0.744182289
## spoofing 1.38989055 0.75163007 -0.693740249 -1.633390427
## palette 0.23636235 -0.14729461 0.049920801 -1.372698069
## suitable 1.64225185 0.99353832 1.251419544 1.101413488
## gil -0.49447116 -0.48054582 0.855047107 0.503097713
## headerquot -0.33941147 -1.61251402 -0.500254095 -1.400086880
## excecute -1.49356878 0.90741473 0.503752530 -0.712455451
## lightfm 1.46085930 0.39472401 0.410369247 0.138185918
## folium 1.29728866 -1.09322584 0.568385303 -0.718932867
## daskdelayed 0.03387673 -0.98379570 0.197630346 -1.465566754
## ntlm -0.73723584 -0.91624671 -1.378408313 -0.312622726
## hovertool 0.18539020 0.20778881 -0.978680491 -1.149105310
## rasterizing -0.91070694 0.88977593 1.308933377 0.002347792
## sendkeys 1.46194482 1.30532932 1.136706829 -0.839638054
## statsforecast 1.63736773 1.47514713 0.020440955 -0.462225646
## serialexception 0.77372605 0.91547418 -0.332553446 1.078723431
## thanks 0.09635360 -0.81333923 -0.784790277 -1.198826909
## listview -0.34601274 1.37726200 -0.212269068 0.838192463
## maturity 0.78083014 -1.47481835 0.030773340 -0.701201081
## pythonsocialauth -1.35658824 0.02187494 -1.351445317 -0.568048596
## randomchoice 0.67049152 0.26719907 0.854467571 0.839644551
## systematically 1.65719724 0.67252415 -1.130508780 -0.984478354
## compilerconstruction 1.41106868 1.82252681 0.411938757 0.328981459
## directed 0.05766616 1.12361634 0.653206348 -1.076934695
## ordinals -0.59693009 -0.31570044 1.692836404 0.671741903
## projection -0.41813275 0.06789738 1.631956100 -0.854926884
## assignmentoperator 0.16875969 -0.63360840 -0.103643201 0.351853877
## mpeg 1.53713572 -1.28669131 -1.480736494 1.589659691
## serviceaccount 0.13322102 1.15790653 1.093874335 0.934960842
## knowledgegraph -1.48556042 -0.83697933 0.276637644 -0.902684033
## generatorexpression 1.29781127 -1.23685312 -0.312930822 0.860291898
## experiencing 0.47693315 0.70972067 -1.155166864 1.112174392
## tokenise 0.86245656 1.45172977 0.740266621 -1.291226864
## readcsv -1.14057171 1.41273868 -0.310774177 0.869016290
## managerdict 0.71246356 0.94216383 1.773010254 -0.573320389
## cleardb -0.86953038 0.70857012 -1.061865091 0.577455461
## qtmultimedia 0.80008161 1.41766167 0.830957830 -1.187817216
## executescript 0.20111500 -1.59583306 0.079110913 -1.512818336
## fluid 1.79068971 0.99324811 -0.630772114 -1.376997828
## flag 0.02090038 0.81411213 0.214962900 0.120147489
## pssh -1.11972606 -1.14471221 -0.818511665 -1.289352655
## fitness 0.49676198 -0.87083209 -1.003238559 -0.463190019
## pascal 1.03804696 -0.35947427 -0.970511079 -0.648340821
## idlepython 1.34283912 0.98987734 1.411104441 -0.319805086
## cloned 0.49844918 -1.66466057 0.790416181 -1.039585948
## neg -1.71235049 -1.75281227 0.810105741 0.301926196
## excelformula -0.08707480 0.40356222 -0.043857232 0.136461094
## expr 0.06053558 0.25217426 -0.556368649 0.152754158
## quotconnection -0.70457983 0.98859531 -1.413608909 0.388208598
## sqlites 0.67320526 0.09501800 -0.733267844 -0.636688113
## apachenifi 0.04429740 0.05718592 1.606619477 1.589232802
## celerybeat -0.01106502 0.23940264 -1.254002094 0.044750083
## relaxation 1.50219262 0.73782599 -0.272179455 -0.711121202
## difficult 0.22300972 -0.54878801 -1.488012552 1.509037375
## userprofile 1.00077748 1.20103931 -1.407129288 0.086817175
## latlng -1.02306521 1.36103642 1.554088593 0.945089698
## plyer 0.58250773 0.77183312 1.148370504 0.274734706
## djangoregistration 1.59036255 1.49478102 -1.617294312 0.569635332
## googlechromeextension 0.94987953 -0.17274065 0.164508671 0.159573302
## incrementdecrement -0.93038851 1.20378196 0.554204166 -1.621280313
## user 0.35956585 0.33248129 -0.986640453 -1.004292965
## quotdatequot 1.13652694 -0.23655581 0.583256900 -0.728998244
## signalsslots -0.87346208 1.08972216 1.144625783 -1.212929249
## inject 0.06537534 -0.48086005 1.238319278 0.234382495
## inferior -1.20527327 0.07350188 0.993467510 -0.386174023
## objectrecognition 1.49676824 -0.08455523 0.601847768 0.309457779
## hiddenmarkovmodels -0.90501612 -1.56892574 0.094751544 -0.139476925
## nestled 0.05679462 -0.40834716 -0.835513413 -0.236678898
## processed -0.11912489 -0.88738108 -1.156136394 -0.141888410
## trojan 0.83240730 -1.82480311 -0.070284002 -1.602274776
## commontableexpression -1.65110886 -0.97950232 -0.371436745 -1.083721519
## york 1.11181378 -1.16776371 -0.487007231 0.102899902
## teamviewer 0.33953053 1.39182305 0.147321567 0.553345025
## adhoc -0.56384069 1.51939511 -0.901673913 -1.373241305
## store 0.25922206 -0.14207144 0.010927340 0.773119569
## rediscli -0.87002861 -0.45132759 -1.339586496 0.405411065
## sine -1.61340797 -0.56747800 0.013755821 -1.227051854
## mulitple 0.74894422 -0.93948597 0.258815736 0.619463503
## undo 0.52483320 -1.58052754 1.619137049 0.310001791
## autoconf -1.76066148 -0.68081766 -1.417104959 -1.558813691
## lxmletree -0.03196272 0.40195903 0.531510055 -1.640128374
## sar 0.58816117 -1.51833844 -0.819224715 1.302022099
## absent 0.97815078 -0.95156950 -0.409673005 0.494609147
## rookie -1.00588834 1.72741532 0.255791605 -0.943676591
## garbled -1.42820954 -0.26339254 -0.689771414 0.404506862
## rpyc 0.19084823 0.45898494 1.574493051 -0.651007056
## buckets 0.96770746 -0.65675509 0.253275961 -0.983408213
## encrypted 1.24583888 0.20181717 -1.173973680 1.222151518
## deallocate -0.03727077 -1.56843102 -0.784081757 -0.295588106
## qstandarditemmodel 1.16303420 -1.01253808 0.134611487 0.885917902
## newline -0.73549533 -1.46668029 0.066418529 1.023972154
## changelog 1.69011891 -1.78496420 -0.824988842 -0.362701118
## qfiledialog -0.61048740 -0.07849503 -0.211806700 -1.724944949
## partitioning -1.04973495 -1.58208692 1.606510758 0.993927240
## armv 0.47689399 -1.11998856 -0.522749901 -1.195894241
## standardscaler 1.18394935 -0.87023443 -1.705564976 -1.214293838
## pythonbeautifulsoup -0.89183670 -0.49914610 1.735131860 -1.056904435
## refactoring -0.08406000 0.06747656 -1.160468340 0.656785071
## superclasses -1.22734928 1.18328524 0.995809436 0.765883625
## predecessor 1.30150926 -1.07125366 1.216383576 -0.506467104
## ltgt 1.16012537 0.34136811 0.026423551 0.285569012
## sequential -1.06745088 0.71435583 1.286775827 -0.943934858
## module -1.44745433 0.96340221 -0.066577181 0.597859561
## configurationfiles 1.40827274 0.46050540 1.635234475 -1.134753704
## ultimately -1.68983734 -1.30207837 -0.965768278 0.751861751
## uisng 1.20358062 -1.58869660 1.229616761 -1.104492188
## byquot 0.94527817 0.12871353 1.543325305 1.262049556
## cpuarchitecture -0.86459178 -1.34990132 0.986172676 0.805169821
## deltars -1.69775748 -0.63071114 -0.194934979 -1.762810111
## knowing -0.47834498 -1.02299070 -1.197383881 -0.820299447
## hacking -1.16798997 0.35849124 1.166123152 0.655642986
## imgkit 0.89661014 1.46464837 -1.368572235 1.232362986
## ramp -1.35342336 -0.95258683 0.457879931 1.629544854
## lat -0.18889788 0.97725970 -0.382183254 1.142204881
## natural -1.04329383 -0.56365776 0.766171455 -0.778474808
## screenbrightness 1.36858666 1.75253975 -0.481077999 0.566416860
## dplot -1.20596290 0.96920437 1.316245794 0.805268705
## scissor 1.52565098 -1.60098028 -1.096407294 0.776678741
## lemmatize 1.27858770 0.11373997 1.172429562 -0.846922040
## windowsfirewall 1.44882548 -0.64520556 0.095547184 0.850213528
## pops 1.38564956 -0.69966632 -1.635656357 1.354761362
## quotexceptquot 1.14390719 -0.01758063 0.564296663 0.960573792
## fa 1.38492465 -0.33185259 -1.363876939 0.643821299
## googleclouddlp -0.03125916 0.94660109 1.791564703 1.549597144
## jax 1.36836982 -0.94287592 -1.050178528 -0.087666668
## jboss -0.71250886 0.70870656 -1.282764077 0.377986908
## voicerecognition 0.79579788 0.52277660 0.264091909 1.474284053
## splitting 0.09103872 1.06494212 0.942877233 -1.552028894
## numberquot 1.55041063 -0.55317128 -0.236470103 0.547715247
## methodsignature 1.16427982 -1.23400879 -0.935148001 -1.543366075
## sourced 1.88170958 0.45303878 0.926620960 0.151021034
## ljust -1.13161063 0.81444824 -1.477352619 -0.624569237
## linux 0.92481232 -1.08594799 0.439290851 -1.329598069
## pythonalpine -0.40481228 -0.33576837 -0.007686026 -1.538418531
## vscoderemote 0.91774732 -0.92109579 0.935061574 -0.818238795
## pythonfractions 1.70037138 -0.44472069 -0.373403758 -1.198260784
## mapquest -0.72860938 -0.89405501 -1.418838978 -1.257099628
## questdb 0.15369552 -1.26875973 1.374841094 -0.064643405
## dnsresolver 1.41780615 -0.02361894 -0.920533955 -1.486098409
## meanshift -0.64343339 0.42453137 -1.253847837 0.574445069
## sports 0.38921025 -0.27423033 -0.035201505 0.409573644
## itertools 0.37809700 0.22533767 1.650003552 -1.421054840
## hybrid 0.76282692 1.49293983 -0.707725585 0.756307006
## offloading 1.55898333 0.69258964 1.467899799 0.967663050
## dashdb 0.38440043 -0.67618102 -0.724443257 -0.978153765
## ansicolors 1.74324727 0.68948734 1.121699333 -1.624899864
## observe -1.31391251 1.68740010 -0.723201632 1.341376424
## getpost 0.83372474 -1.36662698 -0.254002392 -1.109335423
## digitsum -1.44794154 0.21716817 0.951447487 -0.598730326
## faiss 1.07839680 -0.45112476 -0.963390768 -1.756026387
## clexe -1.39234126 -0.03390603 0.981906831 1.375737667
## X5 X6 X7 X8
## lttrgt -0.602295995 0.756303787 -1.630963445 0.880876780
## expose 1.305548549 1.750806928 1.285775185 -1.493934274
## socketaccept -1.354790568 -0.419297129 -1.495347261 1.002404451
## methoddescriptor -0.149473637 -0.054230418 0.919858515 -0.404166996
## mud -0.812083542 -0.988813698 -1.292249322 0.816805005
## proper 1.453038573 -1.588673353 1.490045309 1.627831221
## belonging -1.444413900 -0.960230708 -1.579455376 -0.918470860
## dosnt 1.099816799 -0.686281681 1.066651225 0.075735986
## wrongversionnumber -0.117528893 0.415148616 -1.501836419 -0.669082880
## transformer 1.627051353 0.186419517 0.943660736 0.417450875
## pyrunstring -0.375442982 -0.619493961 1.290322542 1.463653922
## sanitizer 1.305851817 -0.299559355 -0.441017389 1.379198194
## ole -0.638105512 -1.388297439 -0.122596331 -1.645055652
## render -0.163526714 -0.755032480 1.159085155 0.709842563
## daskdataframe 1.301654577 -1.241336465 0.189482808 -1.236168504
## sclient -0.936333477 1.480123043 -0.753125608 -1.321438193
## piece 0.401440054 -0.701338768 0.333631903 -0.732611001
## dictkey -0.489076972 0.417689890 -0.762901723 1.011331558
## stringformat 1.153630495 -1.311358333 0.566845119 1.516806722
## normals -1.277951479 -1.226841807 0.995791554 0.753870547
## poisson -1.254060626 -0.327856541 0.030078581 0.148105994
## memsql 0.891615212 0.927460790 -1.485214591 0.267420322
## googlepythonapi 1.696849704 1.115452409 -1.574373960 -0.449813128
## unclickable -1.355406046 -1.559502840 -0.412110955 -1.536792040
## supress -1.105797768 -0.871381581 1.432089686 0.528607845
## transferfunction 0.530291438 -1.131046176 -0.800381184 0.686649561
## id -1.414060831 0.685895205 1.499662280 -0.418000221
## cqlengine -0.447987616 -0.076102324 1.418499470 0.500328660
## succeeds -0.667015493 0.057320967 0.731820226 -0.397456884
## developers 1.050616622 -0.122659311 1.359395862 -0.931162477
## inspectelement 1.159887433 -0.771720290 0.262325704 0.223792717
## avarage -0.149429142 -0.166099206 0.204423130 -0.567820013
## httpcookie 0.274387717 -1.039534330 0.750005305 0.122106567
## windowsx -1.284194112 -1.387819052 1.496249080 0.570639491
## track -0.304010063 -0.063896880 -1.056100965 -1.308349133
## exercise 0.786717474 -1.346659184 -0.152503625 -1.242114305
## scrabble 0.303286910 -1.568498015 -1.466813922 0.323248953
## ipythonjupyter -1.323191404 -1.628952742 0.539188504 -0.725330949
## mkdir 0.208279118 -1.567095995 -0.445584446 0.319500566
## comparing -0.964893758 -1.421604395 -1.163794756 -0.076611601
## anticaptcha -1.166668296 1.592201710 0.001545492 1.394139647
## ifconfig 0.151527181 -0.644623876 0.178432405 -0.054479826
## rpg 1.252487898 1.298032045 -1.533359408 1.321158767
## rich -1.597122908 -0.139441639 -0.478590399 -0.968708098
## autoincrement 0.228238046 0.899597287 0.951127827 0.052676424
## netsh 0.832026005 -0.588548064 0.924216926 -0.229413345
## finding 1.400644183 0.767624974 1.168537378 0.680973470
## texttable 1.419080257 0.577714384 1.252784848 1.192687869
## vmwareworkstation 1.046449661 1.336180806 -0.828620434 1.127297163
## regularlanguage 0.401988745 -0.840450108 -1.073348045 -0.376429498
## spoofing -0.721929967 0.826416194 -0.861864030 1.220667481
## palette -1.165653706 0.366751760 -0.208994463 -0.421510011
## suitable 1.452045918 0.243037432 -0.243098259 1.132275701
## gil 1.644048572 0.217183530 -1.194161415 -0.218076155
## headerquot 0.045215335 -1.583849669 -0.484373391 -1.035813332
## excecute -1.587484479 0.366666675 -0.635935843 -1.014740705
## lightfm 0.790443957 -1.234581470 1.378414035 1.297135115
## folium -0.407162905 1.133542776 1.519531131 -1.112581849
## daskdelayed -0.222141504 -1.409248710 -0.077059187 0.992408693
## ntlm -0.254670739 0.886749625 -1.982430577 0.723817229
## hovertool 0.315262526 -1.559504986 -1.035434365 -0.869223475
## rasterizing 1.450067282 -1.591670394 -0.188361809 -0.938765168
## sendkeys 0.818414629 -1.263267994 -1.390483022 -0.242307425
## statsforecast -0.214433789 -0.236557350 -0.919463634 0.442397386
## serialexception 0.028650951 1.121191621 -0.605882704 -0.334465712
## thanks -0.010089435 -1.429326415 -0.460971206 -1.152469397
## listview 0.965045750 1.079263806 1.775324702 0.450215369
## maturity -1.011330485 1.376951575 -1.596429944 -0.202414945
## pythonsocialauth 0.048266895 -1.215649128 1.377001047 1.549341083
## randomchoice 1.630739808 -1.022612572 -0.415375680 -0.957768977
## systematically -0.213597581 -0.927082598 -1.379665136 -0.202997848
## compilerconstruction 0.720744431 0.330209792 1.483493328 1.062591910
## directed 1.571138144 1.242241621 -0.136464417 0.652721941
## ordinals 1.711012363 -1.712769866 -1.295985579 0.356550604
## projection 1.372497201 -0.648892879 1.200017095 -1.173344493
## assignmentoperator 0.693265975 0.929488182 -0.088584371 1.359107375
## mpeg 0.808101714 1.733440280 -1.644641757 0.404590845
## serviceaccount -0.719525814 1.368128777 0.994116545 0.143047407
## knowledgegraph 0.967641950 -0.959710479 -1.200589657 0.543347120
## generatorexpression 0.724088311 -1.312148094 1.051319361 0.206424132
## experiencing -1.955873370 -0.345273763 -0.065328114 -1.489346623
## tokenise -1.131697059 0.885588884 0.590322435 -1.091966391
## readcsv -1.566175342 -1.404564500 0.365253389 -1.144865990
## managerdict 0.387516946 -0.574001312 1.787139535 0.154476508
## cleardb 1.270512581 -0.017760705 0.997886121 0.857655525
## qtmultimedia 0.825610459 -0.162500516 -0.329657674 -0.229244620
## executescript -1.519016862 -1.252450943 -1.393864036 -1.565732241
## fluid 1.485704422 -0.039291605 0.848210394 -0.855149150
## flag 0.587549925 1.123754859 0.094991431 -0.755264878
## pssh -0.262399405 -1.124274731 0.743710279 0.079718292
## fitness 1.190457940 0.031394895 -1.549627900 -1.380568147
## pascal 1.232460976 -0.518164635 1.562373400 -1.317007184
## idlepython -0.671094775 -0.065692812 0.490609467 0.008294616
## cloned -0.223812744 -0.468666941 0.592658639 -0.496628106
## neg 0.961233079 -1.018499255 -0.817408979 -1.175507545
## excelformula -1.029685497 1.419944406 -0.354640245 -1.418487310
## expr 0.506321788 -1.611173868 1.255354285 1.442354441
## quotconnection 0.852858067 -1.012609243 0.640180349 1.114200592
## sqlites -0.652083695 -0.287966520 0.732843459 -0.884652793
## apachenifi 1.361897111 1.213641524 1.213288903 0.453447014
## celerybeat 0.325695306 1.696728349 1.001748204 -0.719736099
## relaxation -1.537323236 -0.084369950 -0.008327054 -1.564860702
## difficult 0.534502864 -0.498004466 0.454816043 1.473335862
## userprofile 0.999715447 -1.351118565 0.690555155 0.220126063
## latlng -0.745137572 0.928283691 1.091081023 0.381270379
## plyer -0.719423771 1.720262051 0.191904351 1.603433728
## djangoregistration 0.350973815 -0.063595057 -1.456994295 0.129433990
## googlechromeextension -0.752026975 1.591258407 -0.141289443 0.652263045
## incrementdecrement -1.442343593 -0.872166753 0.015624637 -1.699637651
## user -0.940099239 -0.296748072 0.833056748 -1.274909019
## quotdatequot 0.278450370 1.244357228 0.947035849 -1.593089819
## signalsslots -1.225410223 1.580285907 0.962301433 -1.108816385
## inject -0.582341611 0.845369518 0.351280898 -1.323976755
## inferior 1.286604524 1.400085449 1.298737407 -1.100576997
## objectrecognition -0.529976487 -1.239256382 0.677550673 0.694518209
## hiddenmarkovmodels 0.627687573 1.268226385 1.492710829 -0.252542704
## nestled 1.161914468 0.117483102 0.453121334 -0.588875055
## processed 0.239569440 1.149356723 -0.509938657 0.360445172
## trojan -1.117100358 0.053744845 1.044204712 -0.014862021
## commontableexpression 0.522126317 -0.637121320 1.256449223 -1.112122059
## york -0.396751374 -1.012986422 -1.209056616 0.068154946
## teamviewer 0.973298728 0.388354480 -0.183789939 0.112756565
## adhoc -1.041751862 -1.378225088 -1.462758303 -1.136129498
## store 1.904712081 0.729746103 1.689904928 0.017881412
## rediscli -0.178716317 -0.210801229 1.046285510 -0.192173019
## sine -0.801832557 0.897834182 -1.199059248 -1.281830072
## mulitple -0.670867085 -0.619582832 -0.783921480 0.475015074
## undo -0.723965228 -0.329753011 0.738153577 0.864300251
## autoconf -0.802670956 -0.453147322 -0.189108789 -1.372702122
## lxmletree 1.004932046 0.100556187 1.631486773 1.063598990
## sar 0.652990282 -0.657555878 -1.188332319 1.176558733
## absent 1.734206319 0.165842876 -0.722929597 -1.408452868
## rookie 1.611210942 -0.022013150 -0.495112151 -0.347028971
## garbled 1.939156413 1.159161448 1.060578108 0.268973947
## rpyc 0.092981465 -1.597910285 -0.277646035 1.580389619
## buckets -0.694927156 -0.254860491 0.782748342 0.345767438
## encrypted -1.116029501 -0.820694625 -0.776147008 0.258474976
## deallocate 0.847769022 0.336736560 1.346462846 0.845485866
## qstandarditemmodel 1.449244499 -1.519855380 -1.117050767 -1.082303882
## newline -0.746911526 -1.162986755 0.635227382 1.153090954
## changelog -1.052948952 -1.096138835 0.581805825 0.261989862
## qfiledialog -1.686290026 0.755112708 -1.356027603 -1.244828820
## partitioning 1.081657648 -0.592626929 0.974524140 1.454464316
## armv -1.240747690 -0.487860292 0.568253219 -0.856319726
## standardscaler 0.748181164 -1.035156965 -0.578594327 0.222183168
## pythonbeautifulsoup 0.406207144 -1.356772304 1.401690006 0.414366961
## refactoring 0.708469391 1.627817154 0.893094480 0.179160461
## superclasses -0.593794703 -0.563459873 -0.811576545 0.215691373
## predecessor 1.003646612 -0.501749337 0.205401570 1.119610429
## ltgt 0.705221415 1.536146283 -0.407155007 -1.557922840
## sequential 0.244937032 -1.524474263 -0.367706239 -0.649314284
## module -0.110766761 -0.743737638 -1.427214861 -0.801347613
## configurationfiles 0.253070205 -1.531444073 -0.071534403 -0.277811348
## ultimately 1.761338830 -1.144724846 -1.835120082 0.409596145
## uisng -1.743966699 0.518801212 0.082812071 -1.152071118
## byquot 0.642505050 -0.779928148 -0.562176883 -0.106033824
## cpuarchitecture -1.714670658 -1.309221983 -0.954564035 1.400413513
## deltars -0.340843648 -0.163276553 -1.247604847 -0.232509360
## knowing -0.654599071 1.547495961 -1.440595150 1.400779843
## hacking 0.040410399 1.252366900 1.196964741 -0.782547235
## imgkit 0.587734401 -0.397918552 0.238649353 -0.969606698
## ramp 1.643651962 -1.072379827 -0.796894252 0.714196682
## lat -0.616702437 0.757229447 1.025973678 1.426582217
## natural 0.102840073 -1.008669019 0.101486549 -1.332826734
## screenbrightness 0.529037058 1.058520675 1.400025249 0.418331325
## dplot 1.219743848 -0.665884614 -1.381222129 0.604270875
## scissor 1.444076777 1.609782934 0.468841791 0.918774068
## lemmatize -0.491340607 0.368197709 -1.606323957 -0.417102903
## windowsfirewall -1.244036436 0.200905725 1.138302803 0.294344157
## pops -0.436204016 -1.055643797 1.489726424 0.548328340
## quotexceptquot -1.152057052 -0.940197408 -0.028862111 -0.363680005
## fa 0.635570228 -1.598803997 1.412070274 0.405410737
## googleclouddlp -0.542884469 -0.784503102 1.520185947 -0.249247670
## jax -1.085107088 -0.507903576 -1.641841650 0.048043821
## jboss -0.001663716 -1.404954433 -0.458032101 -0.368759364
## voicerecognition -1.199846864 -1.242367268 -1.623775959 0.238007382
## splitting 1.389723778 -0.695564985 1.506466150 -0.022638867
## numberquot 0.808284581 -0.846052229 -0.117898695 1.487081170
## methodsignature -0.691399813 -1.337651730 1.242332935 1.548789144
## sourced 0.307185471 -1.082888484 -0.818299472 -0.868105233
## ljust -1.520330548 -1.538938284 -1.084752798 1.441954970
## linux 0.845029473 -1.499929786 1.073192716 -0.384626836
## pythonalpine 0.859921575 -0.410449862 -1.492653370 -1.075552702
## vscoderemote 0.902635694 0.853271902 1.100738049 1.514179826
## pythonfractions -1.050567508 -0.900619507 1.670981646 0.292045742
## mapquest 0.181812704 -0.187438607 -0.739250124 0.084829323
## questdb 0.537789583 0.317390203 1.571512699 -0.128914714
## dnsresolver -0.164606750 -0.258247614 1.255819082 1.291971803
## meanshift 0.664627433 1.341186643 -0.296546429 0.493566871
## sports 1.042876840 -1.130536199 -1.438867569 0.809618473
## itertools 1.541750550 1.366664290 -1.034737468 0.909373522
## hybrid -0.640604377 -0.135670334 -0.577697158 -0.594211400
## offloading 1.184502721 0.008073395 0.012946559 -1.103403807
## dashdb 1.242989898 0.446954548 1.551819921 -0.217675552
## ansicolors -1.632334471 0.133686855 -0.723936975 0.642455637
## observe -0.991320729 -1.408762217 0.210771963 -1.360611200
## getpost 0.903377771 0.920899808 -1.200142860 -0.983182669
## digitsum 1.304160476 -1.283615947 1.262398243 1.182027578
## faiss -0.509243071 -1.227019072 1.507858634 1.397123694
## clexe 0.052237201 0.546204627 1.538544893 -1.221481085
## X9 X10 X11 X12
## lttrgt -0.85961765 -0.524217665 0.565011680 1.569824219
## expose -0.02251733 -0.298529357 0.184556589 1.007649779
## socketaccept 1.15159583 -0.909707725 -1.419108391 -0.067678154
## methoddescriptor -0.39494321 -0.124060102 -1.273154378 -0.849569261
## mud -0.43231666 -0.831214964 -0.729509175 -1.183175206
## proper -0.21576148 0.715737045 -0.771590769 1.492111564
## belonging -0.08780704 -1.101050138 -1.537033439 1.691101074
## dosnt -0.32534683 -0.912782848 -1.708855271 -1.634752154
## wrongversionnumber -0.10400884 -1.211538911 0.504305124 1.034168124
## transformer -1.49718368 1.005357265 0.835761905 -1.658173442
## pyrunstring -0.08062046 0.797356188 -1.412491798 -1.032874823
## sanitizer 0.77485985 -1.363894820 -0.018085463 -1.286607385
## ole -1.48736906 -0.162820280 0.274140686 -0.901830912
## render -0.80727881 -0.756627262 0.207078025 -0.911186814
## daskdataframe -0.50533122 1.549224734 -1.494415879 -1.478963614
## sclient 1.59913874 -0.036168803 1.343248963 -0.945675790
## piece 0.91323704 -0.114561595 -0.749862134 0.507795453
## dictkey 0.18147635 -1.460205555 -0.861356020 -0.614238977
## stringformat -1.27756774 0.401808649 0.539789140 -0.268336594
## normals 1.27787244 0.812086344 0.485391766 1.499358058
## poisson -1.59213626 -0.009441261 0.413777441 0.560554802
## memsql 0.37176040 -0.342581213 1.227480531 -0.302102208
## googlepythonapi -1.38482749 0.134170189 -0.842732966 -0.529455423
## unclickable -0.07037520 1.137729883 -1.193312049 0.601123810
## supress -1.51200855 -1.228729606 -0.580616236 -0.313945204
## transferfunction -0.88186675 0.881503284 -0.935606658 0.829592943
## id -0.29268751 1.447856188 -0.180577353 0.138769642
## cqlengine -1.43599045 0.443494827 0.419033498 -1.479571819
## succeeds 1.21155071 -0.404454708 1.598703742 -0.611678600
## developers 1.49692857 -0.536399186 -1.269931316 1.547636151
## inspectelement -0.85803020 1.063439250 -0.366400898 -0.760609031
## avarage 1.00958240 -0.730515361 1.379391432 -0.570843399
## httpcookie -0.16095862 -1.073310614 0.075772218 -1.350288510
## windowsx -1.54700315 -0.402487844 0.948641360 0.881818831
## track 0.74996138 -0.798699856 -0.776551843 1.419999242
## exercise 1.61229765 1.571841002 -0.905053079 -0.368047804
## scrabble 1.36951613 1.579544425 0.597769082 -1.585430980
## ipythonjupyter -1.11547768 0.084829919 -0.759204388 -1.202983618
## mkdir -1.16088951 0.970625579 0.513666153 0.996626318
## comparing 0.01331402 1.661785245 1.332592487 1.190513253
## anticaptcha -1.64020240 0.855921209 0.243541181 1.523950219
## ifconfig -0.66224992 1.503220439 1.370065928 0.731937170
## rpg 0.90062916 -1.005674720 -1.553992033 -0.940914392
## rich 1.47682333 0.396702588 -0.467281610 -1.339008212
## autoincrement -0.87768418 0.568060398 -0.060578607 1.223375440
## netsh -1.56935644 1.441914082 0.147625014 -1.050351024
## finding -1.62449920 -0.372447699 1.475920916 -1.079948187
## texttable -0.97319746 0.382871985 1.410162210 0.909175575
## vmwareworkstation -1.05176079 0.159065723 -1.654939890 -0.885013878
## regularlanguage 0.63151014 0.593581080 -0.002822135 0.444598228
## spoofing 0.38988149 -1.071293235 1.333177090 -0.104155697
## palette 0.85763788 -0.184866682 1.382512450 0.748118162
## suitable -1.19320285 -0.435461491 -1.205184102 -1.128211856
## gil 0.29573530 0.304232299 -0.683306158 -1.485494018
## headerquot 0.67320687 -1.332507849 -0.112305515 -0.848677754
## excecute 0.95538139 1.207678914 -1.482322693 -0.300947726
## lightfm -0.38851562 -1.060977340 -1.280948162 -0.065710679
## folium 0.66148746 1.299778461 -0.996346116 1.171473742
## daskdelayed 1.59044552 -1.448030829 -0.530112088 0.950807631
## ntlm -0.08104434 -1.135356426 -1.646330595 0.738821089
## hovertool -1.07419360 0.524671495 1.005993247 -0.471817255
## rasterizing -1.07235992 0.642761350 -1.620713353 0.766274571
## sendkeys 0.04894786 -0.036688596 0.367546737 0.621857405
## statsforecast 0.81743538 0.137547493 -0.269822955 0.898558438
## serialexception -0.57386059 1.391309738 0.501004517 -0.771940947
## thanks -0.59226805 -1.090526700 0.855612397 0.533179879
## listview -1.46471095 -0.586125731 0.084522821 0.235151380
## maturity 1.27261138 0.910950065 -1.023262620 -0.980978608
## pythonsocialauth -0.14553139 -0.778030694 -0.747690678 1.480569959
## randomchoice -0.85216880 0.253333598 -1.422203064 0.849175572
## systematically -1.28624213 0.719555497 -0.901526034 -1.230944276
## compilerconstruction 0.95485765 -1.566839695 -0.096169136 0.174373433
## directed 0.38277066 0.106071584 0.443955809 -1.060967565
## ordinals 0.48065597 0.761346877 1.552664757 1.049642563
## projection -0.29926783 0.589124858 -1.604532599 -0.976316333
## assignmentoperator -1.20377517 -1.225960851 -0.630056500 1.366471767
## mpeg 1.04564464 0.744690776 -1.305797935 -1.624394059
## serviceaccount 1.50867307 -0.754658639 -0.201531351 1.276054978
## knowledgegraph 1.39545977 1.347734213 0.618911684 1.322047949
## generatorexpression -0.40794128 -1.408280253 1.229527473 -0.337379634
## experiencing 1.03358984 1.790066957 0.544479966 0.501447856
## tokenise 1.36179030 -0.829497576 1.588588476 -1.417735696
## readcsv 0.03375463 0.537445188 -0.776587665 -0.317501962
## managerdict 0.95652175 0.440638095 1.421258807 0.533479452
## cleardb 0.71430743 0.645478010 -1.586515307 0.417181492
## qtmultimedia 1.55837178 1.062187195 1.155900121 0.990875185
## executescript -0.29209512 -0.054801490 -1.493324161 0.002842003
## fluid 0.67855144 -1.014064431 -0.508948445 0.560409248
## flag -0.67673993 -1.268543243 1.405828714 -1.668431044
## pssh 0.04162252 0.902794659 0.466243446 -0.300807565
## fitness 1.35699856 -1.324518442 -1.537430048 1.383793473
## pascal 1.50501335 1.386237025 -1.310543656 0.670221150
## idlepython 0.15833087 1.436975121 -1.448195457 -0.607834995
## cloned -1.10620248 1.144309640 -0.113464095 1.582373500
## neg 1.12043238 -1.156219244 -1.592650056 0.036437944
## excelformula -0.57769001 -0.832708061 -1.526147723 1.277939081
## expr 0.71047217 -0.378959477 -1.385014534 -0.313790768
## quotconnection -1.58857560 1.524341822 -0.152619660 -1.217645764
## sqlites -0.83289242 0.453523189 0.646808326 1.361299872
## apachenifi -0.83198345 0.861199856 1.688958168 -0.003444459
## celerybeat 0.17942332 1.205151081 1.304304361 0.416617036
## relaxation -0.61668289 1.480924129 -0.856285751 1.708926201
## difficult 0.79451925 0.436781883 -1.566524029 -1.501756191
## userprofile -1.38952744 -0.341488600 -0.407229483 -1.440880299
## latlng -0.04614873 -0.114145719 0.522994816 -1.339045405
## plyer 0.15518329 -1.624066949 0.629398286 -1.242154837
## djangoregistration -1.19217658 1.123121858 1.127192378 -1.055224299
## googlechromeextension -0.62853682 1.145300388 -1.752201557 0.378427893
## incrementdecrement -1.45077682 0.082646847 0.098426282 -1.221523046
## user -0.13221204 0.374533296 0.799448967 0.487158984
## quotdatequot -1.08911490 0.675644934 1.154042006 -0.242324069
## signalsslots -0.18849744 1.320159435 0.702162623 -0.788454890
## inject -1.17777145 -1.643391490 -0.659387350 -1.541117311
## inferior 0.72585577 -1.179267526 1.404120088 1.260354280
## objectrecognition -0.99381047 0.979673028 -0.781438291 1.566001892
## hiddenmarkovmodels 1.49891198 -0.106960334 -1.450614333 0.698188365
## nestled 0.10848208 1.645040035 0.592373908 1.495207667
## processed 0.04810452 -0.016672065 1.621725917 -0.354380727
## trojan 0.91242826 1.552061677 1.268428922 -0.485722333
## commontableexpression 0.30125397 1.344462991 0.680458248 1.309345484
## york 0.03423846 -0.880436778 -1.704312205 -0.567662001
## teamviewer -0.24168257 -1.010362029 -0.866900980 -0.648055971
## adhoc -0.80247664 0.807349205 -1.246656299 -0.695222080
## store -1.70272458 -1.104753971 0.104725048 0.898161054
## rediscli 0.60420704 1.152234554 -0.532061458 1.621083498
## sine 1.64331377 0.643789053 -0.136464983 -0.698807716
## mulitple 1.38224101 -0.312305659 -0.048410542 -1.266269803
## undo -1.57198644 -1.297543287 1.170854688 -1.175116658
## autoconf 1.18606055 0.962622702 0.839764237 1.207188368
## lxmletree -0.43836555 -1.645107269 0.412928402 0.321661770
## sar -0.74287480 0.270631015 -1.118141294 -1.079214454
## absent -0.82446539 0.791063845 -0.897140920 -0.978199065
## rookie -1.30020416 -0.476200372 -0.078514911 -0.009264844
## garbled 0.91066784 0.126229599 -0.238560691 0.280004084
## rpyc -1.37168550 -0.874345183 -0.789451361 -1.276834965
## buckets -1.40520191 0.972670555 -0.660743237 -0.832297921
## encrypted 0.56319892 0.611819208 1.649408221 -0.879210174
## deallocate 0.17571028 -0.992376685 0.527451336 0.601563036
## qstandarditemmodel -1.18190634 -1.499089956 0.548867643 -0.464458197
## newline 0.91182864 -0.894541323 1.278235793 -1.425228596
## changelog 1.50307822 0.736113191 0.424583554 0.972197235
## qfiledialog -1.44798326 -0.224261954 1.618642092 0.540763140
## partitioning 0.95273685 -0.296452016 0.155337244 1.059174299
## armv -1.40222025 -1.318324804 -1.086324215 -0.559242606
## standardscaler 1.15239465 -0.663011730 0.101227023 0.482642561
## pythonbeautifulsoup -0.60811883 1.363135576 -0.429355294 0.441714346
## refactoring -0.66484547 0.051311474 -1.442670703 1.127305388
## superclasses -1.21064007 -1.819510460 -0.441523135 -1.209758043
## predecessor 1.18888259 -0.119240947 1.133877635 0.918738723
## ltgt -1.17460132 -0.202794492 -0.863714755 -0.089636371
## sequential 1.70753050 0.504765570 1.794139862 -1.131684184
## module 1.24642563 0.130376786 0.478145748 -0.112401448
## configurationfiles 1.23893118 -0.621085882 -0.901769221 -0.225231946
## ultimately -0.37276560 -0.141631812 -0.530464292 1.713590503
## uisng 1.09127188 -0.368032306 -0.280319363 -0.123042442
## byquot -1.23349714 -1.279961705 -0.778941751 -0.012273687
## cpuarchitecture -0.05604777 0.471395135 1.777187228 0.538412869
## deltars -1.66504049 1.368219018 -1.243287325 -0.984075844
## knowing 0.11756562 -0.684246182 -1.112031817 1.610836267
## hacking -0.84518242 1.244181395 1.246011734 -1.506702423
## imgkit 1.09143174 0.683157563 1.188837528 -1.706719756
## ramp -1.24618983 0.770859599 -0.930687129 -1.356301546
## lat 1.35472548 0.136981219 -0.693702817 -0.211532399
## natural 1.47201526 0.838091195 0.046723254 -0.989571750
## screenbrightness 0.76276702 -1.809928298 0.979618430 0.354111046
## dplot 0.69481373 -0.687259078 -1.103677750 -0.133459494
## scissor 0.20957807 0.309573203 1.175460577 -1.055626750
## lemmatize 1.20983219 0.393479586 1.287580490 1.579894066
## windowsfirewall -0.68058240 -0.084628575 1.401669383 -1.023945332
## pops -1.11295164 0.284357160 1.443023682 -1.383645654
## quotexceptquot -0.85045445 0.703706443 -0.666341066 -0.842556775
## fa 0.87864131 0.338337779 1.374366879 1.190482497
## googleclouddlp 1.60691237 -0.473595798 0.712725997 0.155439749
## jax 0.33077088 0.611056566 -0.024462163 -0.095497012
## jboss -0.13406321 0.255589247 -1.671628118 0.220089525
## voicerecognition 1.66744685 0.266884774 -0.370254636 -1.719232917
## splitting 0.30178273 0.593691289 1.723294020 -0.539531469
## numberquot -0.41073564 0.597882748 -1.398592353 0.329962432
## methodsignature 1.27550006 -1.463203311 1.534413815 -0.579293013
## sourced 0.83140725 -1.509546399 -0.323012054 0.589290917
## ljust 1.21794438 -1.192417622 -1.293914318 -1.285014749
## linux 0.22309220 1.241903305 -0.849968791 0.473067909
## pythonalpine -1.48425341 -0.547853231 -0.124082603 0.170709014
## vscoderemote -0.02411418 -0.896811366 -1.032357693 0.038218439
## pythonfractions 0.46391019 1.210758328 -0.874595165 1.506264806
## mapquest 1.13696957 -0.441066951 0.053766005 -0.451159716
## questdb 0.14752327 -1.177426934 -1.189599633 -0.618210375
## dnsresolver -1.58167791 0.866750956 1.050892234 -0.295589328
## meanshift -1.35273802 1.533283114 -0.858474851 0.535107493
## sports -0.76568496 -1.343422771 0.451785475 -0.986931741
## itertools 1.66413355 -1.322831035 0.665622413 1.518416882
## hybrid 0.35526544 0.670605719 -1.309658527 -1.618471742
## offloading -0.42241663 -0.654006660 1.025017619 -1.631428957
## dashdb 0.70803642 0.530960679 1.451783180 0.650628328
## ansicolors -1.69782209 -0.403561264 -0.295065790 0.480293572
## observe 1.62701368 -1.694431186 0.681174636 0.077852070
## getpost 1.17496288 -0.184949264 1.107785106 -0.916860938
## digitsum 0.84208953 -0.638101816 -0.730937719 0.148776069
## faiss 0.07043102 0.015935935 1.543264031 -0.095918730
## clexe 1.47270513 -1.114381909 -1.486158729 0.758623123
## X13 X14 X15 X16
## lttrgt -1.342755914 0.14334795 1.604348660 -0.255260915
## expose -0.100006357 0.04365104 0.587196589 0.652390301
## socketaccept -1.571650147 -1.63781905 -0.006326423 1.453809500
## methoddescriptor 0.404151648 -0.09332108 -1.304746866 -0.964390934
## mud -0.300867826 1.53855693 0.394206285 1.003236651
## proper -0.040959712 -0.10239343 0.271411121 0.845334768
## belonging -1.285846710 -1.54376400 -0.921245158 0.019650815
## dosnt -0.070504516 -0.48239625 -1.541758895 -1.592577219
## wrongversionnumber -1.238717079 1.52176011 -0.819033742 -0.965761423
## transformer -1.038043141 1.58990955 -1.104703069 0.329054385
## pyrunstring -1.333283782 0.82706159 0.851214290 -0.990839779
## sanitizer -0.199144691 -0.44892159 1.570912719 -0.039789535
## ole 1.439625740 -1.33898020 0.728783846 1.361734509
## render 0.869608998 1.09578919 1.281968355 0.346768439
## daskdataframe -0.494950175 1.62197554 1.432885647 -0.174745247
## sclient -1.288613200 -0.15341300 0.446861356 0.855643332
## piece -0.812500715 1.65022898 1.770385027 0.219008237
## dictkey -1.102554798 -0.79470521 1.711281300 -1.132653713
## stringformat -0.711439788 -1.18019915 1.377360106 -0.643664837
## normals 0.843522489 -0.25498655 0.336149305 -1.568502307
## poisson 1.110759258 1.63345730 0.266339034 -0.323637635
## memsql 1.586407661 0.73701417 0.031348202 1.126089454
## googlepythonapi 0.526345015 -0.02548562 0.098869219 1.403799415
## unclickable 1.170386195 1.64949059 -0.046375144 -1.395633340
## supress -0.359991848 1.27187276 -1.430994987 1.186982751
## transferfunction 0.291835904 -0.95124257 -0.414841950 0.836297452
## id 0.303121060 -0.26294360 0.481213778 0.227570906
## cqlengine -1.233833909 0.36623916 1.498040676 1.304639101
## succeeds -1.067804933 -0.55267602 -0.527307153 0.981883764
## developers 1.002615929 0.71745312 1.303051710 -1.064143658
## inspectelement 0.488563925 -0.95767349 0.950555682 1.163940907
## avarage 1.400688648 -0.80214995 1.115273237 0.075384632
## httpcookie -0.006857208 -0.42218933 -1.703689218 1.548959017
## windowsx -0.379868686 -0.32005486 -1.076859713 1.399480462
## track 0.271956056 1.10683262 -0.486219198 -0.769066513
## exercise 1.076277733 0.89165449 0.398507863 0.224741653
## scrabble -1.168744326 0.85544336 1.627527118 -0.196871176
## ipythonjupyter -1.234699130 -0.89046222 -0.418715388 -1.447950125
## mkdir -0.859416902 -0.02197394 -1.603547931 1.142850637
## comparing 1.174019575 1.41769600 -0.519602299 -1.212563276
## anticaptcha 0.727116644 0.21355712 0.496375382 1.506754160
## ifconfig -0.655817151 -0.80408120 -0.728653789 -1.377121568
## rpg 1.066025257 -0.46044865 -1.014045358 1.217249751
## rich 0.685368598 1.25719166 0.211782902 0.473921657
## autoincrement 1.620558977 -0.71486014 1.333993316 -1.623417616
## netsh -1.131490231 1.70863688 1.788815498 0.503964365
## finding 1.623228669 -0.26428488 0.758512139 0.609952807
## texttable -1.460376382 -1.31078565 -1.154870629 1.425253630
## vmwareworkstation 0.877030849 -0.21765074 0.761231303 0.686536729
## regularlanguage -0.796225429 -1.49822783 -0.152031705 -1.409876108
## spoofing -0.736906528 0.95343274 0.556095779 0.165302306
## palette 0.716365457 1.90073645 0.444582134 -0.227170587
## suitable -1.016392708 0.88697881 0.748649657 -0.727291882
## gil 1.598120093 1.89308035 1.171980619 1.256269574
## headerquot 0.748864591 -0.60930574 0.066709593 0.830727279
## excecute 0.974557459 1.56395435 0.948053479 0.599411726
## lightfm -1.223949671 -0.86060601 0.158650160 -0.441268533
## folium -1.197363853 1.51691329 -0.771342754 -0.369382590
## daskdelayed -1.577669501 -0.61693513 -0.331796885 -0.021875335
## ntlm 1.641105294 -0.22938567 -0.966205657 -1.802173495
## hovertool -0.443325698 1.76196814 1.771419406 0.575995326
## rasterizing 0.590068161 0.46537486 1.652957439 -1.519907355
## sendkeys 0.413455337 1.37539804 -1.296643257 1.421930552
## statsforecast -0.002877815 1.73916006 1.354252458 0.814461112
## serialexception 1.567139387 0.22790679 -0.445576906 0.199743122
## thanks -1.313833356 1.13942552 -0.542448282 1.590617776
## listview 0.042009644 -0.01210653 1.326620817 0.887748003
## maturity 0.749933004 0.27573976 1.527680635 1.487032652
## pythonsocialauth 1.566678643 -1.57637286 -0.497410029 1.104473948
## randomchoice -0.398467094 -0.97808683 -0.746837318 1.172147989
## systematically -0.054256696 1.33395898 1.298386216 0.706353486
## compilerconstruction 1.784911871 0.89448237 -0.479068547 0.755615056
## directed 1.350691795 0.44386098 -1.413960934 1.304246545
## ordinals 0.607080460 -0.73440105 -1.128793240 0.126399815
## projection 1.537447333 1.10261476 -1.327654839 1.366565824
## assignmentoperator -0.044902284 -1.66301298 -1.011288166 0.664624035
## mpeg 0.263974160 -0.18824026 -1.542934656 0.644797981
## serviceaccount -1.192237854 1.35883641 -1.458328605 0.304218918
## knowledgegraph -1.276631236 0.70278257 1.400536060 -1.083575368
## generatorexpression 1.349877596 -0.84589982 1.607339501 0.719371498
## experiencing -0.987430930 -0.47605187 0.929444373 0.720080197
## tokenise -0.371496439 1.14454556 0.277631193 -0.939929843
## readcsv 0.821260929 -0.86092633 -0.040422156 1.120677352
## managerdict -1.173512578 1.62114465 0.444206566 0.687112868
## cleardb 1.243042827 1.11160469 1.418874145 -0.408913642
## qtmultimedia 0.835929453 -0.35293019 0.506350100 -1.454436183
## executescript -0.403977543 1.43925107 1.082197785 -0.052038942
## fluid 1.257778287 -0.38496897 -1.763012409 1.541975141
## flag 0.469351947 -0.81139648 0.804556310 0.780258477
## pssh -0.760708511 1.11177707 -1.235551000 0.068620078
## fitness 1.499476075 -1.48586226 1.565239549 0.007914783
## pascal 0.177990198 -1.28373325 0.730845571 -0.894153297
## idlepython 1.229627848 0.27108717 -0.786845386 0.206552625
## cloned 1.357031107 -0.29485026 -1.475342512 -1.468104482
## neg -0.014903717 -0.33282864 0.376775295 1.482122064
## excelformula 1.430303574 -0.98189557 -0.295111865 0.021503072
## expr -0.400569022 0.53798938 -0.830781579 0.955943346
## quotconnection -0.043334782 -0.62509173 -0.486920953 -1.468544245
## sqlites 0.154145673 0.56467980 1.576771498 -1.521254897
## apachenifi -0.890387714 -0.69888502 0.963942587 0.047038119
## celerybeat 0.161106884 -0.34090844 -1.519056082 -0.069376267
## relaxation 1.258010983 -0.77259570 -1.232997656 1.068823338
## difficult -1.477347612 0.96134561 1.007639289 0.217233375
## userprofile -0.939713120 0.43679526 -1.164378643 1.442770243
## latlng -1.001937032 0.67232734 0.412646115 0.046353143
## plyer -1.084568024 -1.36941135 1.304818749 -1.594009876
## djangoregistration -0.659943402 -0.03700899 -0.801091790 -1.242063522
## googlechromeextension 0.041553207 -1.01505136 -0.930339575 1.647542834
## incrementdecrement -0.970108271 0.38473812 -1.127645612 0.215035379
## user 1.130463481 -1.63324070 -0.616067529 0.449244350
## quotdatequot -1.372311473 1.45812011 -0.056099478 -0.817686081
## signalsslots 0.192268282 -1.38468218 -0.362032682 1.381033659
## inject 1.530960917 0.16189386 -0.058564845 1.351409554
## inferior 0.678683162 -1.53358400 1.483908176 0.196802691
## objectrecognition 0.847305536 -1.32488084 1.596979737 -1.260809541
## hiddenmarkovmodels -0.161876276 -0.49024794 0.819630206 0.893223405
## nestled -1.526263475 -0.27197197 -0.549776673 1.592878580
## processed -0.791387737 0.19455875 -0.664382279 1.703542829
## trojan 0.046649210 -0.14728819 0.639753759 -0.675186872
## commontableexpression -1.562226057 -0.55666459 0.269082099 0.963068902
## york 0.920400262 0.76747507 -1.455116749 1.550568938
## teamviewer -0.476979792 1.39947939 1.624159336 0.044283174
## adhoc 0.181546822 1.07022643 -1.270098925 0.258758247
## store 0.473269343 0.24619976 -1.571556449 -0.653468251
## rediscli -0.195870936 1.21279514 -0.392943740 -1.288424730
## sine -0.028049853 0.24646279 0.582308352 -0.278305143
## mulitple 1.249324441 0.85500932 1.531203747 -0.045499530
## undo 0.911208749 0.02029687 -0.283157945 -0.506580651
## autoconf 1.184760451 -1.69839752 0.120063342 1.138555408
## lxmletree 0.490430176 0.16095220 1.356489658 0.337466240
## sar -0.651476622 -1.66960776 0.028299265 -1.234997869
## absent 1.492194772 -1.28626728 0.193303555 1.178206325
## rookie 0.044472199 -1.63381195 -0.426899076 0.119891763
## garbled -0.025170410 -0.26573610 0.618699312 0.023076933
## rpyc 0.934941590 1.07997584 -1.219701409 -0.062909819
## buckets -1.410421252 -1.35975540 -0.109465048 -0.311529428
## encrypted -1.194779158 0.01632258 -0.241240159 1.564823627
## deallocate 0.511215866 -0.85034627 0.950193226 -1.114203930
## qstandarditemmodel 0.501045465 -0.02840508 0.403819501 0.807684660
## newline -0.414631754 -0.95448327 1.146136880 0.540256977
## changelog 1.489443898 -0.39115885 -0.707583606 0.225218788
## qfiledialog -0.660966814 0.48830467 -1.407881498 0.949851990
## partitioning 0.893721402 -1.60799849 -0.168949008 1.505807400
## armv 1.179762959 0.22527051 0.727453232 -0.416920602
## standardscaler 0.717296839 0.36568132 -1.301394582 1.209879398
## pythonbeautifulsoup -0.592005610 -0.22102012 0.914283156 1.559800625
## refactoring 1.595508695 1.57448196 -1.670992017 -1.554773569
## superclasses -0.918324351 0.19532610 1.086798429 0.082534693
## predecessor -0.844366312 -0.86020607 -0.174055591 1.016056418
## ltgt 1.428906560 -0.21554427 1.696725488 -1.721795321
## sequential 0.255403459 -1.15266621 1.301827073 -0.135385484
## module -1.465670705 -1.55729556 0.681072533 -1.613652468
## configurationfiles 0.477674574 -0.47288623 -0.912518799 -0.836423934
## ultimately 1.165153146 -0.72818929 -0.578329384 0.110351682
## uisng 0.645861983 -1.45329475 -1.497001052 0.253459930
## byquot 0.464449465 0.06804398 0.241045371 1.306778193
## cpuarchitecture -0.746574283 0.86800039 -0.121287607 -0.686670125
## deltars -1.742068887 -0.61612624 -0.421761721 -1.419254899
## knowing -0.366424114 -1.48436856 -0.718330383 -1.507866859
## hacking -0.461386979 1.41582346 -1.303630829 0.885608375
## imgkit 0.381969571 -1.72065222 0.248297051 1.238091588
## ramp 0.893931866 -0.61182249 -0.019200429 -0.890588582
## lat -1.008757949 -0.94820338 0.382317454 -1.575487852
## natural 0.837914586 -1.63904989 1.140004635 -0.780897915
## screenbrightness -0.628858089 0.36975521 0.232654959 -0.378417760
## dplot 0.931926608 1.57181549 -0.615114927 0.309813172
## scissor -1.238920569 0.96437013 0.742250919 -0.181663856
## lemmatize 0.975623488 0.71912229 0.135133713 -0.094037153
## windowsfirewall 0.242140323 -0.22833741 -1.470809340 0.819027603
## pops 1.172419786 -0.55491459 1.449741483 1.149170637
## quotexceptquot 0.652227759 -0.03922214 -1.700798392 1.270754695
## fa 1.334023118 1.29836214 0.129854918 -0.764623404
## googleclouddlp -1.497652292 0.13291889 -0.379646480 -0.472099274
## jax 1.480982423 1.60410297 1.149115801 -0.320433050
## jboss -0.864601731 -0.01708981 -0.735413432 -0.290181577
## voicerecognition 0.368680447 0.46358624 -1.143906713 -1.325408816
## splitting -0.394072503 1.30830455 0.394863993 0.232129201
## numberquot 0.966331661 -0.82689589 0.834941328 -0.057010252
## methodsignature 0.201063469 0.13568106 -0.793597639 1.336044431
## sourced -0.436832756 -0.67046583 -1.369557142 0.648781955
## ljust 0.944815874 -1.24393106 0.723356366 1.146561623
## linux -0.303573787 1.20610690 -0.232712835 0.022565577
## pythonalpine -0.839416683 1.41318321 -0.703030646 1.657075167
## vscoderemote 1.784016013 -1.05036128 -1.368053913 0.895588994
## pythonfractions 1.584122658 0.52461624 -1.408216596 0.074647710
## mapquest 1.255898833 1.11895204 -0.540676892 -0.440574348
## questdb -1.073767662 -1.00280666 -1.150331736 -1.626299500
## dnsresolver 1.584804893 -1.26900625 0.810405195 -1.195584893
## meanshift -1.442224860 -0.72993863 -0.393864751 -1.609616041
## sports -0.190440848 0.87196058 1.015834808 -1.306296706
## itertools 1.638554335 0.01985408 0.385550529 -0.744072855
## hybrid -0.148423433 0.94994843 -0.915596485 -1.099718213
## offloading 0.606733322 1.68204570 1.057003975 1.507111669
## dashdb 0.697544634 1.45937717 1.366812348 1.339403272
## ansicolors -1.080490828 1.47557998 -0.234046638 0.207933053
## observe 0.065425389 0.73277265 -0.902569175 -0.736576498
## getpost 1.405718207 -0.70085216 0.664612949 -0.209116593
## digitsum -0.918191791 -1.25107992 0.761257112 -1.513339639
## faiss -1.684665561 0.86765075 1.182224989 0.513843596
## clexe 0.536855578 -0.76434249 0.549904823 -1.080364347
## X17 X18 X19 X20
## lttrgt 0.8243902922 -0.84950238 1.249624729 -0.380525976
## expose -0.7760964632 0.17180070 0.754164934 -0.907038391
## socketaccept -0.2750697136 1.29167104 0.242471710 0.882473290
## methoddescriptor -1.5326045752 -0.89964461 1.702930570 1.778371572
## mud 0.9903143048 0.95581651 -0.385259241 0.987414300
## proper -1.4847856760 1.14508092 1.564718962 -0.410352707
## belonging -1.5130888224 -0.64996570 -0.722261727 -1.469932556
## dosnt 1.3975492716 0.85716867 1.604468346 -0.451509446
## wrongversionnumber -0.3849260807 -0.15287787 -0.876648605 0.879201949
## transformer 0.6991333365 -0.19374126 -0.329420835 -1.306565404
## pyrunstring -0.3621896207 -1.20192778 -0.751033068 -0.986640573
## sanitizer -0.6846010685 1.09055638 -0.498125285 0.444795191
## ole -0.0114540830 0.74603558 0.219204709 1.132602453
## render 1.1601192951 1.50848889 -1.303448439 1.669130325
## daskdataframe 1.3221448660 0.18318200 -1.563293099 0.377234578
## sclient -1.6732518673 -1.00482273 1.235643148 1.703913212
## piece 1.5805689096 -1.33057857 0.168168992 0.125823259
## dictkey -0.8998091817 1.84712338 -0.001410907 -1.684910417
## stringformat -0.5355564952 -1.33668768 1.460963845 -0.582179070
## normals -1.1608873606 1.66072690 -0.493309110 -0.114315823
## poisson 1.3020935059 0.38800630 0.767548382 0.500069320
## memsql -0.5066895485 -1.03094018 0.513372660 1.710670948
## googlepythonapi 0.1758541763 0.58297169 1.172243357 -0.737878561
## unclickable -0.6371970177 -0.53209257 -1.273999095 -1.617122531
## supress -1.2667973042 -0.91410738 0.220090315 1.497124076
## transferfunction -1.1821966171 -1.36212587 -0.666851401 0.097894005
## id -0.8251990080 -1.22533107 -1.227839828 0.127611712
## cqlengine -0.6339681149 -1.05137074 1.473350286 0.358348250
## succeeds 1.1905648708 1.46768320 -1.005364656 -0.306862324
## developers 0.9758365750 -0.02627542 -0.077559285 -0.117756836
## inspectelement 1.2023175955 1.44073474 -1.347000360 -1.270614028
## avarage 1.4869437218 0.78190386 -1.410269618 -0.045931984
## httpcookie 0.6972944140 -0.79764587 -0.833493650 0.571374297
## windowsx -0.6034254432 0.95162022 0.511186540 -1.211352706
## track -1.1935344934 0.15791929 0.248152882 -0.701651931
## exercise 1.7514213324 -1.62099612 0.471580088 -0.917030275
## scrabble -0.4126784801 0.72720522 -0.812930465 0.827426851
## ipythonjupyter 1.5226809978 0.30501765 -1.117024541 -1.695350766
## mkdir -0.4943825901 -1.04413521 1.197017074 1.027293921
## comparing 1.5533037186 1.13635314 0.554469347 -0.844103038
## anticaptcha 1.3505839109 -1.36950958 0.593949437 -0.407006472
## ifconfig -1.4400272369 -1.20903838 -0.660044074 -0.066938974
## rpg 0.3670732975 1.57200420 -0.985439360 -1.092228174
## rich 0.6782002449 -1.58760333 0.331385374 0.631676257
## autoincrement -0.9235343933 -0.95818418 0.798142672 1.415620446
## netsh -1.3150006533 1.19030094 1.500450611 -1.770936966
## finding 1.6130089760 0.41083235 -1.587923646 0.636221886
## texttable -0.2962365150 0.52298212 0.843262017 1.267796993
## vmwareworkstation -1.6120235920 -1.08431542 1.698974490 1.281199217
## regularlanguage -0.1956351995 -1.14624238 1.547568083 0.111811340
## spoofing 1.2590501308 0.83069539 0.378981054 -1.512567759
## palette -1.5387102365 -0.73097831 -1.525300384 0.862537861
## suitable -1.0072890520 -0.21947177 -1.429055095 -0.648664713
## gil 0.5220161676 -1.27295780 0.172151104 0.267745674
## headerquot 0.0418302901 1.61847687 0.857847452 0.487963766
## excecute -1.6782262325 -0.55557173 0.473933041 0.879124224
## lightfm 0.1783522666 -1.34723282 -0.300772935 1.623626232
## folium -0.8623239398 0.32544374 -1.572116733 -1.070886254
## daskdelayed -1.4756566286 -0.76768965 -0.559261501 0.913801193
## ntlm 1.4924398661 0.58580315 -0.049959343 -0.738156259
## hovertool -0.4701640308 1.56741107 1.680252075 -0.328598261
## rasterizing 0.6167507172 -1.47478318 -0.306620479 -1.481263041
## sendkeys 0.4153983593 -0.72172689 -1.379075766 0.245400414
## statsforecast 1.6055231094 -1.70627022 -0.528156877 -1.019121289
## serialexception -0.1697274745 0.16640055 -0.117329881 -0.056341890
## thanks -1.5894154310 1.04940367 0.249683470 0.402416974
## listview 0.0320874043 1.71909654 -0.621413410 0.037334632
## maturity -0.3737472296 1.35580921 -0.925360262 -1.436218858
## pythonsocialauth 1.5064533949 1.50728643 0.260970473 -0.106351011
## randomchoice -1.5630317926 -0.29539225 -0.479185581 -1.591429591
## systematically -0.7450703382 -0.29116756 -0.359289140 1.329703569
## compilerconstruction -0.7518898845 0.45856979 0.460814804 1.359211683
## directed 1.2136335373 -1.34603298 0.648684919 0.352276534
## ordinals -0.5860961676 1.04175794 -0.192092553 0.142738417
## projection 0.9171565175 -0.58232754 0.342954755 -0.880808413
## assignmentoperator -0.2898445725 1.07477450 0.001569897 1.471980572
## mpeg 0.5060260892 0.42700753 0.030083857 -0.853890955
## serviceaccount -0.5396686792 0.30265936 -0.711214781 0.417968899
## knowledgegraph -0.1936223805 -0.75922197 1.144780874 -0.188820317
## generatorexpression -1.3714100122 1.20629919 -0.957769692 -0.107658699
## experiencing 0.0996513665 1.52820814 0.909425795 1.754423499
## tokenise -0.4914745688 0.89919060 -0.224507883 -0.823962331
## readcsv 0.9918859005 -0.90703493 0.936579227 -0.632101834
## managerdict -0.8948451281 -1.24609506 -0.180355057 1.564902186
## cleardb -1.1747244596 -1.44880855 -1.585242391 0.052884560
## qtmultimedia -1.7405164242 0.45011431 1.064386487 -0.651280105
## executescript 0.5140694380 0.22412220 -0.838445425 -1.195792556
## fluid -0.1255745292 0.42841220 -1.718858123 1.619979858
## flag 0.4475091398 -1.19883668 0.702874780 -0.862531960
## pssh 0.3027358651 1.47486663 1.303808689 0.426135302
## fitness -0.8465536833 0.92813092 1.060371637 1.547204494
## pascal -0.9223522544 1.41290677 0.247750267 0.495939970
## idlepython 1.3369644880 0.35807633 1.199067831 0.976370513
## cloned 0.8037467003 -1.65433669 -0.536275327 0.096577816
## neg 0.6326382756 -1.46203113 -1.513660431 -0.478346765
## excelformula 0.6153626442 -1.12642086 1.577827692 0.803820610
## expr -0.3537514210 1.46634579 0.868671656 1.460249305
## quotconnection -0.1420801431 -0.06722058 -0.073842980 0.678035080
## sqlites 1.0874224901 0.40905812 0.691092074 1.307887316
## apachenifi -1.6298761368 -0.88666588 -1.716398597 -0.797250628
## celerybeat -0.2124647051 -1.53983986 -0.010712421 0.318392426
## relaxation -0.3164407909 -0.63809264 -0.482062757 -0.571492434
## difficult 0.6709144115 0.09188899 -1.488377690 -0.146918789
## userprofile 0.6200124621 1.38602555 -1.294283986 0.699782312
## latlng 1.5219558477 1.10643947 1.339556932 0.959286213
## plyer -1.0725290775 1.19130325 1.554918408 1.629139662
## djangoregistration -0.8336377740 0.89337641 1.577382207 0.472553283
## googlechromeextension 0.9405567050 -0.22646368 1.170969963 0.567175925
## incrementdecrement -1.5422871113 -0.54641622 -0.712443709 -1.126329780
## user -1.4563245773 -0.27307785 -0.418885022 1.529462337
## quotdatequot -1.2164145708 -1.46822155 -0.132621720 1.032618761
## signalsslots 1.3149557114 0.38160470 1.072715998 -0.993117452
## inject -0.7609068751 -1.69981039 1.141134143 0.834037066
## inferior 0.9056743979 1.45785105 1.384265184 0.016406186
## objectrecognition 0.2751533091 -1.48045540 -0.710694253 0.589427769
## hiddenmarkovmodels -1.0776462555 1.20378256 -1.316627860 -0.392537087
## nestled -0.2220184952 0.70947659 1.490364909 0.284567654
## processed 0.0857979730 1.67776906 -0.648199022 -1.293579340
## trojan 1.4730925560 0.04034600 -0.733804405 -1.805121303
## commontableexpression 0.8111727238 -1.61878598 -0.127829701 -0.351381212
## york 0.8458238840 0.15952544 1.537686586 0.542770326
## teamviewer -1.6855340004 0.07212375 -0.655083477 1.358265758
## adhoc 1.0338525772 1.00351226 0.737668335 0.908193946
## store 1.3432202339 1.35218859 0.150969595 1.272298932
## rediscli -1.7618447542 -1.47232449 0.438408405 1.296764493
## sine -0.6429547668 -0.78426707 -1.174828053 0.006930123
## mulitple 1.3388261795 0.25232473 0.458049655 -1.671507239
## undo 0.3449853063 0.54382288 1.094131351 1.469564795
## autoconf -1.0324975252 1.73390818 0.022883276 1.186726570
## lxmletree -0.5721428394 0.92443401 -0.625693917 -0.859155059
## sar 0.1509643942 -1.13005447 0.853159964 -0.033522781
## absent -1.3438787460 1.45178080 0.840039074 -0.107287519
## rookie -0.3481492102 0.59641594 -0.522117972 -0.179455966
## garbled 0.1136912778 -0.86786610 -2.041070938 0.142386019
## rpyc -1.4643574953 -0.38797966 -0.459814519 -1.249241471
## buckets 0.4964753985 1.64096749 -1.701266527 1.715855241
## encrypted 0.6904107928 -0.32340646 1.174155235 1.287952900
## deallocate -1.1325647831 -0.76011527 -1.005869985 -1.417062759
## qstandarditemmodel -0.8922430873 0.57232505 0.110705808 0.322900236
## newline 1.3469239473 0.66031563 -0.217671618 -0.269177705
## changelog 0.9020709395 -0.30789730 -0.544070899 0.169275045
## qfiledialog -0.0308617223 1.19650507 -1.698885679 1.091506124
## partitioning 0.0004974244 -0.39029065 -0.122220106 1.266184688
## armv -0.4932511151 1.44387507 1.252043486 0.492078662
## standardscaler -1.0156886578 1.17964470 -0.980599225 0.513925433
## pythonbeautifulsoup -1.3061009645 0.91545171 0.360428542 -0.327743053
## refactoring -1.0878641605 -1.51201320 1.210524440 -0.817517221
## superclasses -0.1488376409 0.20504315 -1.658796668 0.956794918
## predecessor 1.4364833832 0.27520946 -1.089280128 1.397200704
## ltgt -0.7797718644 -1.15912032 -0.995089591 -1.123215318
## sequential 0.6699539423 1.21232045 -0.686998844 -1.679356337
## module 1.3370461464 -0.07293178 0.201058820 0.270094037
## configurationfiles 1.5206648111 0.03254657 1.254283309 1.560019970
## ultimately -1.7994402647 0.69987148 1.577463865 -0.953144610
## uisng 1.0084798336 0.30921414 0.244056880 -0.968516648
## byquot -1.4975180626 -0.43888670 1.447510004 0.139051005
## cpuarchitecture 1.0485639572 -1.08320594 -1.413800001 1.766000986
## deltars -0.2016062886 0.66868556 0.600776255 -0.587093353
## knowing -0.4274030030 0.97932029 0.220492125 0.241076127
## hacking 0.8000347018 -1.37812090 -0.717705607 -0.570236623
## imgkit -1.0911235809 -0.38339502 -1.555308342 0.338943630
## ramp 0.8313004375 -0.50784248 -1.054850698 -1.743283033
## lat -1.3120535612 -0.43910736 0.060540121 -0.218082175
## natural 0.2825802267 1.12781918 0.576028645 0.782244265
## screenbrightness -0.2114460319 -0.70603848 -0.157018617 0.994356036
## dplot -0.3071323335 0.14972499 -0.124464042 -1.650043249
## scissor -0.8124182820 0.95336092 -1.147759557 -0.588142097
## lemmatize 0.5967544913 1.28056777 -0.888279200 -1.293687463
## windowsfirewall 0.8153270483 1.29377890 0.228119954 -1.207223296
## pops -0.5922178030 0.96125060 0.257919371 0.814865708
## quotexceptquot -0.7454411387 -1.48856115 -0.266699761 -0.220765024
## fa -0.4470946193 -0.31773171 0.026473030 -0.476450562
## googleclouddlp 0.2138974667 0.69862247 -1.433274150 -1.554197669
## jax -0.2637431920 0.59073824 -0.033785131 -1.238511920
## jboss -1.4129577875 -0.77214879 0.423412353 1.135743856
## voicerecognition 0.2040498406 0.54079992 -0.303817779 0.213996843
## splitting 1.2593607903 -0.51901484 -1.536401153 -0.512387455
## numberquot 0.0950174630 -0.27606973 0.139944807 -1.533161283
## methodsignature -0.2515543103 1.46227789 -0.811636925 -0.611770153
## sourced 1.9053546190 1.68622708 0.699772418 0.953346431
## ljust -1.0440434217 -1.16599381 -0.764348805 -1.049173236
## linux 0.4172611237 -0.70993721 -1.533353448 -0.337659597
## pythonalpine -1.4945826530 -1.06226122 0.672952712 0.476871699
## vscoderemote 1.4153703451 1.27050567 -0.580084801 1.125229001
## pythonfractions 0.1164700389 0.17314938 -0.341285020 -0.675786257
## mapquest 0.7048854828 -1.51889503 -0.125949457 -0.834690928
## questdb -0.7387614250 -1.15938866 1.094275475 0.936379611
## dnsresolver -0.3013328314 0.16429569 1.342844725 1.228638887
## meanshift -1.5585203171 -0.56281751 1.177340984 0.694966733
## sports -1.5297158957 0.88964528 -1.416749954 -0.712071419
## itertools 0.9096741080 1.21296704 -0.406265706 1.256260991
## hybrid 1.3919146061 -0.09742739 1.619838834 0.733198225
## offloading -0.4911848307 -1.11750615 0.014354249 -0.885457873
## dashdb 0.0852021202 1.21810424 0.388667762 1.419246674
## ansicolors -0.3738849163 0.07212298 1.093701959 0.639111280
## observe -0.4157300293 -0.83057344 -0.673389614 -1.068332076
## getpost 1.5327436924 -0.77421790 -0.138487607 1.041092873
## digitsum 0.4090321362 -0.04077145 -0.672388554 -0.938965201
## faiss -0.8197291493 0.13283898 -1.599683166 1.734979272
## clexe 0.6102572680 -0.85121119 -1.306361556 1.241818428
## X21 X22 X23 X24
## lttrgt -4.104007e-01 -0.8919203281 0.483828753 0.240009308
## expose -1.832796e+00 -0.4407058656 -0.288612038 -0.837716937
## socketaccept 1.352260e+00 -1.3464723825 0.820686758 0.793474436
## methoddescriptor -6.462678e-01 0.9761474729 -1.108595967 -0.767527819
## mud -2.485269e-01 1.3793687820 0.802156687 1.644128680
## proper 1.666731e+00 0.6370465159 -1.443751454 -1.313472629
## belonging 1.383944e-01 -1.0833044052 -0.348551601 1.034720302
## dosnt -1.447553e+00 0.4868796170 -1.286805034 0.005919957
## wrongversionnumber -4.458209e-05 -1.5863633156 -0.844943702 1.371119022
## transformer 1.198000e+00 0.1499320567 0.391013384 -1.097465158
## pyrunstring -1.285172e+00 0.7026937604 -1.718840957 0.098395966
## sanitizer -7.943449e-01 1.3067680597 -1.518323660 -0.399603367
## ole -4.478408e-01 -1.2322157621 0.669671714 0.384273469
## render -1.487749e+00 1.3919477463 0.287505180 -0.635536551
## daskdataframe 1.299087e+00 -0.0091409981 0.816708624 -0.933503985
## sclient -1.072981e+00 -1.6185551882 -1.670665026 1.542029381
## piece 2.396196e-01 -0.0574846007 -1.474944234 -0.957732141
## dictkey 3.703945e-01 -0.1492427289 0.257805109 0.848579347
## stringformat 8.102200e-01 -1.1988408566 0.315852523 1.401017904
## normals -1.501257e+00 0.8294999599 0.033280451 1.158605576
## poisson -4.918118e-02 -1.5171798468 0.897540748 0.211781844
## memsql 1.173107e-02 1.5596992970 0.966167510 -0.663798571
## googlepythonapi -4.516913e-01 -0.0652210265 -0.740747333 -0.185832903
## unclickable 1.311911e-01 0.1288550943 -1.189875007 -1.203326941
## supress 3.912836e-01 1.4318914413 0.545626342 0.249614134
## transferfunction -2.327174e-01 0.2028605938 0.454271466 -0.351027906
## id 1.943984e+00 1.5169134140 -0.239249676 -0.684350073
## cqlengine -1.326498e-01 -0.0676389188 -1.581499100 -0.845882595
## succeeds 2.627088e-01 -1.0413873196 1.557285309 -1.538305044
## developers 9.104742e-01 -0.7091701627 0.114140488 1.328896999
## inspectelement -1.256455e+00 0.2727523744 -1.595819592 -1.277389884
## avarage 1.486654e+00 -1.3552346230 -1.035497427 0.730726123
## httpcookie -1.602184e+00 1.2158607244 0.975840807 -1.742556453
## windowsx 1.059478e+00 0.2078908980 -0.382181644 0.028182028
## track -5.112621e-01 -1.5126683712 -1.022517562 0.111065939
## exercise -1.372121e+00 1.4350621700 0.938597083 -0.332653433
## scrabble -6.161250e-01 1.2085479498 0.545102179 1.220416903
## ipythonjupyter 2.455772e-02 0.0783446282 -0.133211762 1.830065489
## mkdir 3.559771e-01 0.7150205970 1.654999614 0.735936940
## comparing 1.415969e+00 0.3678738773 0.428241283 0.040348187
## anticaptcha 1.278229e+00 -0.8202327490 -1.715506673 -0.835512221
## ifconfig 5.963402e-01 1.1839715242 0.345880896 -0.744124115
## rpg -7.077039e-01 1.3103671074 0.183976620 1.164135933
## rich 1.226656e+00 1.2287515402 1.244076490 1.181272030
## autoincrement 1.178354e+00 1.4901671410 -1.617823720 -1.474678874
## netsh 5.155736e-01 1.0819382668 0.644615471 -0.397496134
## finding 3.858826e-02 -0.5649958253 -1.100532532 1.153456450
## texttable -1.192492e+00 0.8384442329 1.295711994 -0.250560790
## vmwareworkstation 6.837233e-01 0.0001742319 -0.452190727 0.415731668
## regularlanguage 5.142205e-02 -1.4483278990 -1.384829998 0.392387211
## spoofing 1.382003e+00 -0.4630796909 0.216427222 0.395158052
## palette -9.974169e-01 0.1343133748 0.709576964 0.826860726
## suitable -1.553339e-01 0.8387002945 -1.610596776 -0.836670637
## gil -1.187605e+00 -1.6797398329 -0.147159517 -0.119941957
## headerquot -1.589350e+00 0.6104015708 -0.370054930 1.236762285
## excecute -4.950750e-01 0.7814216018 1.555218697 1.597877622
## lightfm 9.271121e-01 -0.2613267601 -1.218547583 -0.089569114
## folium -1.161396e+00 0.9316335917 -1.197531819 0.352433175
## daskdelayed 1.787232e-01 -0.9153188467 -1.269673347 1.074006319
## ntlm 5.267723e-01 0.1557999998 -0.395466387 0.093849249
## hovertool -3.913169e-01 0.3703021705 1.617584348 -1.627897739
## rasterizing -1.962137e-01 0.2004053593 1.193932772 0.328848243
## sendkeys 6.931516e-01 -1.3398560286 -0.077781469 1.364953876
## statsforecast 1.309033e+00 -0.0642858297 0.063500427 0.559100270
## serialexception -7.310466e-01 -0.6232479811 -0.530692101 -1.368083119
## thanks -5.084856e-01 -0.9708365202 -1.083751798 -0.367647767
## listview -1.757764e+00 -1.1084607840 0.338253587 0.081049897
## maturity -8.371677e-02 1.2823486328 -1.312374592 0.214586705
## pythonsocialauth -8.460714e-01 -1.5281763077 0.656267405 -0.345753133
## randomchoice 4.839498e-02 -0.0665718019 1.219359875 1.631935000
## systematically -7.440520e-01 -0.4804171324 -0.626252353 1.601093411
## compilerconstruction -9.522976e-01 1.2761708498 -0.415672421 -0.195166007
## directed 8.235112e-01 0.9894829988 -1.192214966 0.257210970
## ordinals -9.013588e-01 -1.7168049812 0.116521165 1.633152962
## projection 1.555883e+00 -0.2736061215 -1.538902402 -1.268582344
## assignmentoperator -4.042712e-01 -0.2556158900 0.248906195 -0.384833038
## mpeg 2.747000e-02 -0.2732937336 -0.705868125 0.464937627
## serviceaccount -6.105440e-01 1.4199832678 -1.141188145 -1.519264936
## knowledgegraph -1.067017e+00 0.6338481903 0.937633276 -1.471196771
## generatorexpression -1.461341e+00 1.1770896912 1.671845913 1.548825502
## experiencing 1.242019e+00 -1.8155280352 -0.292800099 0.239868060
## tokenise -1.529438e+00 -0.7965769768 0.944138288 -0.559391558
## readcsv -7.529522e-01 -0.0177945141 -0.139945790 -1.349281907
## managerdict -1.134541e+00 1.2909053564 -1.517374039 -0.434360802
## cleardb -8.399434e-01 -0.8560194969 -0.234070435 0.249965981
## qtmultimedia 8.423484e-01 1.1047385931 1.200507760 -1.261131883
## executescript -1.360070e+00 1.2691602707 1.199022889 -0.833327591
## fluid -9.682326e-01 0.0100791501 -1.209527135 -1.088152170
## flag -3.198993e-01 1.4876480103 0.011803696 1.248395324
## pssh -1.487651e+00 0.9690030217 -1.324542165 1.455935121
## fitness -8.869795e-01 -0.1518760920 -0.968310595 0.486990273
## pascal -4.126189e-01 1.6339166164 0.070499457 0.387873799
## idlepython 8.739036e-01 0.5426160693 0.467711329 1.449415684
## cloned -6.723114e-01 -1.0962953568 -1.514076233 1.642967343
## neg 4.734434e-01 -0.9027639031 -1.615227818 1.212034345
## excelformula -3.421949e-01 -0.0312168077 -0.401676446 1.494635820
## expr -1.565756e+00 1.6366199255 -0.777691841 -1.226740599
## quotconnection 7.651812e-02 -0.4490308166 1.403815985 -1.200918436
## sqlites 1.495421e+00 0.3129137754 -1.276404262 0.971598089
## apachenifi -6.969292e-02 0.6877458096 0.048616208 0.706170857
## celerybeat 1.019578e+00 -0.9477980733 1.297049642 1.472909808
## relaxation -2.728970e-01 -0.0715382770 0.583365202 -0.868084192
## difficult 1.373441e+00 1.1527417898 -0.665564656 0.088784851
## userprofile -1.496237e+00 0.9241460562 0.076044530 -0.659673572
## latlng -1.244565e+00 0.6946880221 -1.369710922 0.904819906
## plyer -9.785864e-01 -1.2220751047 0.235004500 -0.121083364
## djangoregistration 1.285364e+00 -0.2493446022 -0.240673557 -0.042423692
## googlechromeextension -1.868886e+00 -1.1113783121 -1.814007163 -0.668159544
## incrementdecrement -5.937616e-01 -0.9658763409 0.197867051 1.040055394
## user -1.478767e+00 0.1644031107 1.812735081 0.468366235
## quotdatequot -1.075924e+00 1.0319330692 -1.507140636 -0.578368425
## signalsslots -1.804954e+00 -0.7315200567 0.934736013 0.413548768
## inject 6.391566e-01 -1.1084355116 0.028565215 1.516905427
## inferior -5.256885e-01 -0.9723005891 -0.915175319 0.787807345
## objectrecognition 4.933849e-01 0.9573076963 -1.467001796 -0.567224026
## hiddenmarkovmodels 1.228013e+00 -0.1924545169 -1.144151449 -1.692371964
## nestled -4.520237e-01 1.6045708656 0.429155052 1.591471553
## processed 1.749303e+00 -0.2947913706 -1.074921489 1.099425912
## trojan 1.322574e+00 -0.6721885204 1.019823432 -0.262766093
## commontableexpression -1.221129e+00 -0.6488361359 1.056273580 -1.219154716
## york 1.665590e+00 -0.2316629291 -0.591586351 0.264567226
## teamviewer 4.843558e-01 -1.5896099806 0.884199262 -0.744736135
## adhoc 1.501069e+00 -1.3576924801 0.579161704 1.470361114
## store -1.458173e+00 1.2524567842 -0.443011284 1.030782819
## rediscli 1.678101e+00 0.0045351633 0.582149088 -1.392367840
## sine 1.180335e-01 -0.1907002032 1.278394699 0.042580627
## mulitple 4.876587e-01 -1.3944160938 -0.712592423 1.361467719
## undo -1.644247e-01 0.9496973753 0.045919985 -0.626681030
## autoconf -1.007879e+00 0.9033353329 -1.028624415 -0.787916899
## lxmletree 6.960931e-01 -1.4256672859 -1.105087399 -1.479571819
## sar -1.957936e-01 -1.3557257652 -0.676701963 -0.139152274
## absent 1.495620e+00 1.3290194273 -0.050872080 -0.171576962
## rookie 9.968213e-01 -0.4409183264 0.735368669 -1.069611549
## garbled -3.699020e-01 -0.0228894558 1.369658470 -0.195941493
## rpyc -1.989667e-01 -1.6873223782 1.350384593 0.827538073
## buckets 1.482309e+00 -0.0596980192 0.122446135 -0.834010780
## encrypted -5.048113e-01 -0.6285946965 0.195407599 -1.618296027
## deallocate -9.058849e-01 1.3189796209 0.478165448 -0.167128533
## qstandarditemmodel 1.183500e+00 -1.1666702032 0.667778373 -0.762551963
## newline -9.796191e-01 0.0392921641 -1.445690274 1.317597628
## changelog -1.677995e+00 0.4955375791 0.336135179 -1.812249541
## qfiledialog 1.169178e+00 1.1177073717 1.408868790 0.175135389
## partitioning -1.388816e-01 -0.0196437370 -1.234902501 1.087248802
## armv 7.056020e-01 -1.4339371920 1.320308089 -1.561704755
## standardscaler -1.296190e+00 1.2542500496 0.987664461 -0.080676973
## pythonbeautifulsoup -1.311805e+00 -1.1318572760 -1.617223382 -0.550650835
## refactoring -1.596476e+00 -1.3533322811 -1.472957015 -0.663905501
## superclasses 8.432533e-01 0.4646704197 0.263729781 -0.515860796
## predecessor -1.046280e+00 -0.9936521053 -1.467165947 1.383263707
## ltgt -1.151957e+00 1.0969288349 1.264957190 -0.888514876
## sequential 3.355240e-01 -1.4362070560 -1.200301290 1.139292836
## module 1.106708e+00 1.4713418484 0.014207444 0.336144894
## configurationfiles 1.493619e-01 1.4626880884 0.372350901 1.097997427
## ultimately -6.843193e-01 -1.2476937771 0.170625150 0.025539432
## uisng 6.893318e-01 1.5238360167 -1.478263378 0.668087006
## byquot -9.115419e-01 -1.4978253841 1.281539917 1.578198671
## cpuarchitecture 1.580337e+00 0.3915208578 -0.920497954 -1.208550096
## deltars 3.035343e-01 -0.6726265550 -0.786728919 -0.763408363
## knowing -1.380710e+00 -1.5025531054 -0.842641234 1.395837188
## hacking 1.453199e+00 0.1054250225 -1.492408156 0.237253129
## imgkit -9.161265e-01 -1.5053702593 0.407961488 -1.383203387
## ramp 5.560659e-01 1.1216613054 -1.549453378 -1.214447975
## lat -1.404108e+00 0.8847472668 1.606614351 1.025025845
## natural 9.421923e-01 0.6595040560 -0.932658315 0.271250546
## screenbrightness 2.052692e-01 0.0279240031 0.492719084 1.031659722
## dplot 1.586909e+00 -0.0989953578 0.530607164 1.514797211
## scissor 1.501709e+00 0.4041682184 -1.043797970 -1.450424075
## lemmatize -4.402864e-01 -0.8898247480 -0.535484374 1.426049232
## windowsfirewall 2.201428e-01 -1.3350863457 -0.274977177 -1.344509244
## pops -5.700305e-01 1.2240198851 -1.474762678 -1.340567708
## quotexceptquot 2.704208e-01 -0.1504338235 -1.099436641 -1.871430755
## fa 1.259179e+00 -1.2737177610 0.361094415 0.163783997
## googleclouddlp 2.352231e-01 0.4285422564 1.321111560 -0.325352609
## jax 1.390393e+00 -1.4056754112 -1.629929900 -0.725266278
## jboss -1.673906e+00 -0.9736259580 -0.070913985 0.729926288
## voicerecognition 1.765321e-01 0.6850885749 -0.140777618 -0.776613712
## splitting -1.568663e+00 -0.3557950258 1.640305161 -0.322514683
## numberquot -1.395829e+00 -0.5209757090 0.861107886 0.416502655
## methodsignature -5.741817e-01 0.4963743091 1.229734659 -0.785530806
## sourced -5.605912e-02 0.6760405898 -0.487595171 1.358572483
## ljust -9.316068e-01 -0.9662277699 1.351252913 -0.134197086
## linux 1.329144e+00 -1.2808752060 1.103125811 -0.187818050
## pythonalpine 5.648063e-01 1.0018930435 -1.527419090 -0.231875107
## vscoderemote 7.657570e-01 0.9492964149 0.633240283 -1.305453300
## pythonfractions 1.663571e+00 -1.5661830902 0.009603253 1.390047908
## mapquest -1.107668e+00 1.4364229441 -1.570479155 1.261504650
## questdb 1.296835e+00 -1.5002623796 0.073004641 -1.260845304
## dnsresolver 1.018658e+00 -1.0335303545 1.119161963 1.066505075
## meanshift 3.194075e-01 1.2460349798 -1.248830557 0.867645144
## sports 5.262206e-01 0.2244811207 -1.263608932 0.172967568
## itertools -1.048424e+00 -1.3052979708 0.444534600 -1.037132740
## hybrid -7.793463e-01 1.2249614000 -1.523754120 -1.644883275
## offloading -1.107199e+00 -0.9135501981 0.288812906 1.342800379
## dashdb 9.062367e-01 -1.5725121498 -0.565495610 -0.684247494
## ansicolors 1.662123e+00 0.6654967666 -1.028623343 1.516668558
## observe -1.620512e+00 -0.6200028658 -0.211171255 0.974191904
## getpost -1.172639e+00 0.2001822591 -0.145854369 0.423378944
## digitsum 1.550057e+00 -1.4643948078 0.581475377 0.450422347
## faiss -9.059758e-01 0.5588844419 0.248559743 0.558262169
## clexe 1.322710e+00 0.0378382020 0.539347410 -0.328097701
## X25 X26 X27 X28
## lttrgt 1.326266527 -0.8293788433 0.332437992 1.18630874
## expose 0.522901833 0.9740210176 -0.712052345 1.60710204
## socketaccept -0.268914640 0.6595348716 -0.753704190 -0.24432173
## methoddescriptor -0.774959087 0.4663389921 0.843122602 1.52162433
## mud 1.403112173 0.6829330325 -0.059979588 1.09882319
## proper -0.159520060 0.1688320637 -1.266452789 -0.41145721
## belonging -0.547871947 -1.6889784336 1.600592732 0.86777717
## dosnt 0.647555649 1.4185321331 -0.479540914 -0.14115852
## wrongversionnumber 0.948940635 -1.5933028460 -1.162353516 -0.51819211
## transformer 1.208892345 -1.0510137081 -1.505036592 -1.11234510
## pyrunstring 0.670082808 0.9439463019 -0.596562564 -0.86506808
## sanitizer -1.096321940 1.3695262671 0.362978965 0.17321779
## ole 0.241870850 1.1283979416 0.969486773 0.74411303
## render -0.497265220 -0.8455811143 -1.415374279 0.95768970
## daskdataframe 1.420257330 0.1458235681 0.404374927 -0.05667334
## sclient -0.543641150 -0.7239108086 -1.478762627 -0.24477261
## piece 0.815362811 -1.5776602030 -0.473214328 -0.08777409
## dictkey -0.876789868 -1.4560810328 0.747651398 -0.72720170
## stringformat -1.041518211 -1.3343269825 1.151758909 1.01738310
## normals -1.633455634 0.7294530869 -0.062359851 -1.32575572
## poisson 1.199491262 -1.3453959227 1.624482393 -0.69066578
## memsql 0.276750892 1.7112162113 0.153930768 0.79372591
## googlepythonapi 0.520207882 -1.2290583849 1.130854964 -1.02637374
## unclickable -0.056130391 -1.5885744095 -0.061627086 -0.13815302
## supress 0.170359105 -0.8432281613 0.616858661 -0.70328468
## transferfunction 0.770198822 1.7265771627 -1.515834212 -0.69352752
## id -0.403419286 0.0161098652 1.366302609 -0.44328925
## cqlengine 1.185165167 -1.1392314434 -1.499224305 0.56827295
## succeeds -0.066282533 1.5826017857 0.515436530 0.77914464
## developers 1.143918872 -0.2192049325 -0.540036142 0.33032572
## inspectelement 0.558220208 0.9172906280 -0.263178408 1.26094306
## avarage -0.619382322 -1.5185887814 0.381686181 1.04710662
## httpcookie -0.382065743 1.0935777426 1.132888436 -0.29559240
## windowsx 1.508061290 0.7645654082 -1.525030255 -0.46857792
## track 1.409788609 1.2008943558 0.393206596 1.13724351
## exercise 0.184283569 0.3201564550 1.417190552 0.77296680
## scrabble -0.652505994 0.3241451681 1.473327875 0.80895054
## ipythonjupyter -0.955479383 0.4578516781 1.740002990 0.70867622
## mkdir -0.074251913 1.4634569883 -1.486720800 0.63807118
## comparing -0.604123533 1.1233721972 0.836932778 -1.21013677
## anticaptcha -1.333437085 -0.3889478743 0.217412904 -1.49560404
## ifconfig 1.439969778 -1.6119619608 -1.496122122 1.42234433
## rpg -1.105850697 -0.5876404643 -0.283323705 -1.61573231
## rich 0.102578066 -0.0523788594 0.527680218 0.38027483
## autoincrement 0.638026536 1.4411748648 -0.876437485 -1.36982071
## netsh 0.419971108 -0.2555010915 0.136709407 0.30378294
## finding 0.865899861 1.4770734310 -1.075173974 1.30033410
## texttable -1.266545773 1.5832427740 0.255508721 1.40435481
## vmwareworkstation 0.719641149 0.6679646969 0.276885867 -0.47601569
## regularlanguage -0.455258369 -0.4194725454 -1.559813738 1.14041615
## spoofing -0.711680710 -1.5017007589 -1.440276027 -0.81618184
## palette -0.625326097 -1.9077755213 -0.338254750 0.98161501
## suitable 0.033631090 0.5219556689 1.475341082 -1.02343225
## gil 1.090677142 -0.0928956047 1.305833220 -0.90279734
## headerquot -1.465822577 -0.1707352251 0.307856768 -0.14376363
## excecute 0.683317900 1.2486914396 1.465440512 -0.28374326
## lightfm 1.620604396 1.1321998835 1.407317162 0.60482442
## folium -0.883987904 -0.1567423940 -0.664744735 -0.35028666
## daskdelayed -0.056822773 -0.2515729368 -1.312651038 1.46656728
## ntlm 0.457113802 0.6445143223 0.330118984 -0.63999969
## hovertool -0.587041676 0.4783184826 0.964028656 -0.67730761
## rasterizing 0.980180502 1.1796679497 0.815158665 -0.74401075
## sendkeys 0.366861016 0.6904516816 1.494340181 1.53313398
## statsforecast -0.249165609 1.5056105852 1.063579679 -1.39899552
## serialexception 1.713435888 0.0968872309 0.872404218 1.48593116
## thanks 0.615845144 1.4714009762 1.215125203 -0.41482562
## listview 0.757732868 -0.5673751235 1.041235924 0.13629451
## maturity 0.827621758 0.6342271566 -1.112041473 -1.42748034
## pythonsocialauth 0.936665595 1.2146317959 -1.560906053 0.16095175
## randomchoice -1.689199805 1.4191854000 1.574284196 0.61104584
## systematically 1.020093799 -0.6058404446 0.698727310 -0.81281239
## compilerconstruction 1.057153940 0.8208089471 -0.011721763 -1.76692915
## directed 1.601148963 0.3819341660 -1.372042298 -1.01422918
## ordinals -1.133988500 -0.1155851781 0.136418641 -0.56486905
## projection 0.495206267 -0.7773605585 -0.954866707 0.90718842
## assignmentoperator -1.036440015 -1.4934713840 -1.594188571 -0.71484423
## mpeg 0.198249847 1.2008965015 1.725493312 -1.05260515
## serviceaccount 1.078307629 -0.2637788057 1.207176208 1.27029407
## knowledgegraph 1.267573357 -0.8423055410 0.012679380 0.14587227
## generatorexpression -0.128114596 1.6166864634 -0.255543351 -1.61516213
## experiencing 0.004120819 -0.2674323022 1.810920358 0.04088912
## tokenise 1.550338149 0.3978811204 1.409934759 1.48503482
## readcsv -1.460795760 -1.5950205326 1.616534233 -1.36146641
## managerdict 1.454652786 -0.0546241142 1.236382246 -0.90712422
## cleardb 1.141007185 -0.7705608010 0.151712656 1.47951794
## qtmultimedia 1.211352706 -1.7212730646 1.100216031 -1.44113159
## executescript 0.256365359 -0.2095929831 1.213268518 -0.15486872
## fluid -0.409883052 0.3291896880 -0.221283183 -0.40530610
## flag -0.532510877 -1.6713447571 0.623588502 -1.27300107
## pssh -0.098228455 -1.0010670424 0.141313821 1.05124223
## fitness 1.445436120 -0.4673374295 1.107328176 0.74729031
## pascal 0.097884864 -1.3402228355 0.825337589 0.85562670
## idlepython 1.451356411 -0.4479140043 -0.563271344 -1.62996995
## cloned -0.950689554 1.6670609713 -1.618982553 -1.32240474
## neg -1.116520643 0.9626103044 -0.830824971 0.03417738
## excelformula -0.185283571 1.4459784031 -0.631386399 1.47431207
## expr 1.245054126 -1.6771949530 0.277815610 0.96331203
## quotconnection -1.430091143 1.3885380030 -0.932184458 -0.55777520
## sqlites 1.488105059 1.4440842867 0.647746146 -1.55742490
## apachenifi -1.131342649 0.1653679311 1.326312065 0.31648031
## celerybeat -1.667863011 -0.7505578399 -0.437073588 1.51019430
## relaxation 0.176458731 0.9174851179 -0.318944007 0.41721803
## difficult -0.273299724 1.5666499138 1.311460257 1.48968327
## userprofile -1.427259445 1.3017170429 0.199018985 -0.24822843
## latlng -0.574715257 0.6572053432 -0.909080088 -1.36386847
## plyer -0.489978313 1.2425367832 -0.037847109 1.32201946
## djangoregistration 0.893593132 0.2397398502 -1.222168684 -1.44417167
## googlechromeextension 1.220595598 -1.3940050602 -0.392431676 0.91518629
## incrementdecrement 1.594632864 -1.0695165396 -1.283044100 -0.06313268
## user -0.786550343 1.0730009079 0.149857819 0.12471644
## quotdatequot 1.190110326 0.7609705925 -0.958245814 1.26492000
## signalsslots -1.212172747 0.4145007133 1.333032966 0.62365782
## inject -1.714559078 -0.2091876715 1.729191780 0.28273377
## inferior -1.001685977 -0.8819240928 0.415355533 0.85791844
## objectrecognition 0.700259805 1.5389682055 -0.430303693 -0.01018098
## hiddenmarkovmodels -0.329404831 1.1948040724 -0.795171320 -1.70664537
## nestled 1.516850471 0.3200927675 0.588175058 -0.24094397
## processed -1.841210485 0.4317430258 1.249697685 1.43386245
## trojan 1.842769980 -0.0946346074 0.038149726 -0.30904353
## commontableexpression -1.545724630 -0.4739131033 -1.512096643 0.23444635
## york 0.490509152 1.3579790592 -0.423567325 0.87620968
## teamviewer 1.133280873 -1.3058531284 1.279653072 -0.07941773
## adhoc -0.716817200 -0.8767293692 -0.336148500 1.26532602
## store -1.384111881 0.0002628073 -0.539932430 0.44294292
## rediscli -0.053872947 0.9896647334 -0.570076108 0.32893452
## sine 1.294464350 -1.7116056681 1.351837635 1.72622049
## mulitple 1.175088048 -1.1072437763 -1.489343166 0.51966029
## undo -1.567481518 0.9336324334 -1.319185615 -0.89346498
## autoconf -1.331296325 -1.7180309296 -0.791407466 0.86886740
## lxmletree 0.272214621 -0.6872590780 -0.344420940 -0.01071641
## sar 1.409544230 -1.5370749235 -0.245683387 0.57236373
## absent -0.156421378 -1.0075204372 -1.684860945 -0.80569500
## rookie -0.057401031 -0.6808924079 -0.191678867 -1.66847146
## garbled -0.692223132 0.7700660229 -0.063038580 1.48716545
## rpyc 0.830585599 0.3827484846 -1.250178933 0.36283630
## buckets -1.415163279 0.7039186954 0.097337365 1.23024452
## encrypted 0.668471932 0.7541574240 -1.557945848 -1.02038288
## deallocate 1.099813581 -0.6284652352 0.967214286 1.50794077
## qstandarditemmodel 1.371208549 0.2827061117 0.592775702 0.77385533
## newline 0.726276755 -0.7335914969 1.240386486 -1.30346847
## changelog -1.580754638 0.5388415456 1.663191557 -0.15081933
## qfiledialog 0.499169499 -0.4032825530 -0.325598687 -0.03169636
## partitioning 1.024331331 0.7419317961 0.697307110 -0.50474679
## armv 0.952975988 -0.6806310415 -0.746207416 -1.49364722
## standardscaler -1.125496268 0.9875904918 -1.518129110 1.29605031
## pythonbeautifulsoup -0.526298642 -0.8961111307 -1.379844666 -0.26608470
## refactoring 0.869461358 1.0107153654 1.260414600 0.40822801
## superclasses -0.032011285 -1.1334772110 1.503160834 0.30909920
## predecessor -0.062751509 0.7637138367 1.219097376 1.37657511
## ltgt 0.196366698 -0.0707063675 0.719849527 0.18140736
## sequential -0.038693484 0.0786414817 -0.587089062 1.63822854
## module -1.675811768 -1.3912513256 -1.334515214 1.00388551
## configurationfiles -0.264957696 -1.5697141886 1.640523553 -1.61042011
## ultimately 0.397010088 0.0276775304 1.531748295 1.90238941
## uisng 1.185839295 -1.7491676807 1.078209162 -0.34110048
## byquot -1.012674093 -1.1671750546 1.480942249 -0.52257603
## cpuarchitecture 0.552783489 -0.3865260780 -1.110603690 1.06155062
## deltars 0.099470079 -0.7420828938 0.534705400 0.28848526
## knowing -1.132484674 -0.7055286765 -0.350708783 -0.39409935
## hacking 0.716823637 0.8911048770 1.039699554 -0.47366899
## imgkit -0.285867274 -0.5769864917 -0.004865678 0.07985551
## ramp 0.184701130 1.2178305387 0.303482324 -0.92749453
## lat -0.517125666 -0.2857755423 1.425651789 -0.10658288
## natural 1.308700681 0.6155298352 1.074081898 -1.29623795
## screenbrightness 0.131672338 1.6033818722 1.384959221 -1.02948987
## dplot -1.337222457 -0.9799845815 -0.593811929 1.13154888
## scissor -1.452518940 -0.8667876720 -0.082430087 -1.64475334
## lemmatize -0.098466344 -0.7144110799 1.551037431 1.51233721
## windowsfirewall 1.386705637 0.6299746037 1.038689137 -1.41201639
## pops 0.571007848 0.5638659596 1.282051563 -0.77060789
## quotexceptquot -1.245944858 1.4596657753 0.868016422 -1.29491019
## fa -0.446108729 -1.7531417608 0.425488740 -0.55994332
## googleclouddlp -0.449246913 0.8946706057 -1.637079597 0.78686869
## jax 1.552252412 -1.5519789457 0.544588149 -1.26576746
## jboss -1.083679318 0.9031833410 -0.411134452 -0.95529348
## voicerecognition -0.003202664 0.2625321448 1.691940427 0.48158354
## splitting -1.239955783 0.4449849427 0.501329064 0.44456145
## numberquot 0.292526364 1.7194970846 1.298042893 -1.32282484
## methodsignature 1.107284307 1.2887777090 0.495253265 -1.40697730
## sourced -1.709907889 -0.3518075645 0.319390684 0.29167691
## ljust -0.486203402 0.2694627941 -0.112265125 1.20407319
## linux -0.323433787 0.7440500259 1.279792309 -0.20025907
## pythonalpine 1.473353028 0.8803726435 -0.615894735 -0.68364018
## vscoderemote -1.520397305 -0.0760709271 -1.647346497 0.19230705
## pythonfractions -1.540446758 1.4288685322 -0.891452432 -0.34332076
## mapquest -1.282931089 0.9591778517 -1.301817894 1.45966303
## questdb 0.018959461 -1.3563331366 -0.090220407 -0.31714967
## dnsresolver -0.870479941 -0.4594915211 0.694490075 0.35143679
## meanshift -1.527517080 -1.6499358416 0.894643903 -0.78732944
## sports 1.408523917 0.7287984490 -1.221846342 0.66148627
## itertools 0.779101789 -0.1591500789 -0.338460594 -0.40660802
## hybrid 0.239493385 1.3865331411 0.142455816 -0.25385815
## offloading 1.595696211 -0.2209584117 0.541495204 -0.94685781
## dashdb 0.544708490 -1.3191617727 0.788977742 0.47313675
## ansicolors 1.740203738 -1.4526091814 -0.955200016 -0.25065976
## observe 0.261672765 -1.1668144464 -1.707066417 1.31199014
## getpost 1.179862022 -1.0959084034 1.393565297 -1.37057590
## digitsum 0.199171707 0.5090853572 -0.507143021 1.13671696
## faiss 0.263933033 -0.2718454003 0.791545510 -0.30204350
## clexe -0.885351598 -0.8799566031 -1.187094331 1.12098706
## X29 X30 X31 X32
## lttrgt 1.246420145 -0.985334218 -1.479344368 -1.32747650
## expose -0.435983330 1.425488830 -0.737429917 0.91374809
## socketaccept -1.299760342 -0.077265486 1.586112738 1.43363285
## methoddescriptor 1.668906808 -1.341914892 0.528743982 -0.84811127
## mud 1.376746774 -1.278794408 -1.440086365 -0.64102089
## proper -0.764159083 -1.472310424 -0.434569329 -0.66581917
## belonging -0.336948991 -0.433000743 0.791654468 0.88561547
## dosnt -1.275966525 0.991225302 -1.339251041 1.31722653
## wrongversionnumber 0.585353374 0.676598847 1.082525015 -1.18952549
## transformer -1.498041511 0.450823694 0.776958108 1.09760928
## pyrunstring 0.361642838 -1.094255805 -1.568199992 1.33783984
## sanitizer -0.613342226 -1.553041339 0.557197750 1.46482337
## ole -0.326490819 -1.055778623 0.940919638 1.07123852
## render 0.228335679 0.361122638 0.570722103 -0.72279918
## daskdataframe 0.956530392 -0.199301049 -0.443875939 -1.08926010
## sclient 0.884955585 -0.803613067 -0.232723713 0.75316352
## piece -1.148115993 1.108952403 -0.041591685 1.69572914
## dictkey 0.218393862 -1.161719680 -0.833985209 -0.81311393
## stringformat 1.361218333 0.942273438 0.917153001 -1.29586208
## normals 0.492414623 0.553824067 1.405695438 -1.22739756
## poisson -0.381769985 -0.219215870 -1.652132154 -1.44867790
## memsql 1.057789087 1.308492422 -0.213514313 0.58245009
## googlepythonapi -1.296409369 -0.605493784 -0.838440418 -0.28520203
## unclickable 0.892759264 1.368005633 -1.015328765 -0.34540638
## supress -0.009866055 1.593351364 0.393220872 -0.65648574
## transferfunction -0.946721137 -1.502595663 1.546271324 1.00018466
## id 0.117306970 -0.040734626 0.924394429 -0.80591601
## cqlengine -0.438100010 -1.354373217 0.902323365 -0.99411887
## succeeds 1.590625167 1.565720201 1.504767776 -1.63309610
## developers -0.021437675 -0.512071729 1.631363869 -0.66511756
## inspectelement -1.609478831 -0.223462626 -1.119043827 0.43049192
## avarage -1.515333891 0.974431932 -0.840293646 0.41093659
## httpcookie 0.525151968 1.202313542 -1.131535769 -0.78864205
## windowsx 0.502581775 -0.645043671 -0.168100253 1.26100922
## track 0.175908729 -0.573950231 1.261055708 1.36007345
## exercise 0.967072546 -0.427921563 0.412888646 1.27190185
## scrabble -0.413590968 0.332362354 0.803176224 0.74905926
## ipythonjupyter -0.608485937 -0.311123997 0.904581130 0.61190671
## mkdir -0.381507784 1.532780647 -0.565302789 1.58435011
## comparing 0.594913840 1.433272243 1.411175013 -0.61827755
## anticaptcha -1.024292588 0.535768986 -0.635066271 0.16395840
## ifconfig -1.576647162 1.307908654 -0.973444521 0.28584510
## rpg -0.697659314 -0.557192385 -1.437711000 -1.60687113
## rich 0.790790856 1.291939735 -0.484736145 -0.74128813
## autoincrement -0.529109538 -0.683773577 0.420439750 -0.59986693
## netsh 0.261141151 1.302387118 1.339730382 1.14523304
## finding 1.090084314 0.759750664 -0.977184951 0.14485042
## texttable -0.194223225 0.079396248 0.506247580 0.35723674
## vmwareworkstation -1.219381094 -0.028531116 0.630317450 1.60155869
## regularlanguage -0.230758488 -1.740621209 -0.265742093 -0.85931474
## spoofing -0.738711953 -0.753386497 1.282865286 0.15478390
## palette -0.402736664 -1.507830381 -0.398853928 -1.36304915
## suitable 0.216066211 0.802843034 -1.561091423 -0.27997485
## gil 0.041067999 -0.271373868 -0.649199843 1.58168387
## headerquot -1.283740520 0.941039920 0.175980896 0.58472955
## excecute -0.844110250 0.399427474 -0.986341000 -0.06131358
## lightfm 1.429612517 -1.549879432 -1.529412389 0.23551783
## folium 0.359381348 -1.356139660 1.533645868 -1.76095736
## daskdelayed -0.047401343 -0.017273039 1.313748479 -1.42256522
## ntlm 0.685847878 0.686956704 0.378560543 -0.70538205
## hovertool -0.389565736 -0.258050650 -1.423289061 -0.92678142
## rasterizing 0.759365618 -1.582468748 1.585561633 -0.17355560
## sendkeys -1.304423571 -1.018812180 0.796848714 -0.97451365
## statsforecast 0.010307529 1.063648462 0.968082786 1.13693607
## serialexception -1.456445575 0.616735995 -0.966966867 -1.12336993
## thanks -1.384787679 0.241717815 -1.140913129 0.94299293
## listview -1.235895991 -0.843146145 -1.465396166 -1.77136648
## maturity -1.088074088 0.938010335 -1.130128860 1.54739237
## pythonsocialauth -0.821654558 -0.458697170 0.002243204 0.73039693
## randomchoice -1.172155857 0.177093700 0.936427832 1.19445753
## systematically 1.299645662 1.273368597 -1.197220087 -0.87168765
## compilerconstruction -1.659351468 0.068042547 -0.990112782 0.48383904
## directed -1.623884797 -1.020017266 -0.292528838 1.42771006
## ordinals 1.355535030 -1.086936474 0.059772264 -1.58046603
## projection 1.571383953 1.365104914 -0.247109875 0.34601244
## assignmentoperator -1.571151614 -1.231312513 -0.498651028 1.30270433
## mpeg 1.323344231 -0.249528646 1.400586605 1.32787132
## serviceaccount -1.464739084 0.515937865 -1.323486447 -0.31168801
## knowledgegraph 0.553178251 -1.103582144 1.254566550 1.29182649
## generatorexpression -0.838982582 0.991340995 -1.494333506 0.33667329
## experiencing 0.301189870 -0.246490031 -0.077763632 0.65606737
## tokenise 0.227485731 -0.094590500 -1.102904439 0.32824132
## readcsv 0.972712159 -1.411474586 -0.828190923 0.83224589
## managerdict 0.974674881 0.266429007 -0.075993523 1.37010157
## cleardb -0.636134386 1.208979845 -1.355329156 -1.47983837
## qtmultimedia 0.604456544 -0.723328412 0.453249604 -1.17568910
## executescript 1.360598803 -0.422008991 0.716468275 -1.54896343
## fluid -0.341649443 0.810009003 1.120727539 -0.98240477
## flag 0.121033132 1.151324034 -1.197125793 1.20042396
## pssh -1.456106901 -0.339064270 -0.441988081 0.94041014
## fitness -0.847872674 -1.024990797 -0.676069677 -1.47155035
## pascal -0.647424817 -0.651813328 -1.017082214 1.17206275
## idlepython -0.811680675 0.743546307 0.735378206 1.68062150
## cloned 0.675717711 1.407258272 -1.100511312 0.22767295
## neg -0.159262240 -0.709776461 -0.872120678 -0.33658549
## excelformula -1.457458854 1.047053337 0.167106748 -1.54390526
## expr 1.317430496 -0.717733800 1.162050605 -1.33828115
## quotconnection -0.248789236 0.254918158 -1.208417177 0.84829205
## sqlites 0.805826068 -0.623321831 1.373455167 0.44936165
## apachenifi 1.687166452 0.060380235 0.866515756 -0.64761949
## celerybeat -1.295274019 1.316319942 0.543694556 -1.39934266
## relaxation 1.306127548 -1.435145974 0.773935616 -1.74685323
## difficult 1.194103599 1.548455477 -0.401797831 1.28866303
## userprofile 1.124787331 1.582281232 -0.645754099 1.50701535
## latlng -1.224356890 0.544672430 0.854692578 0.37408516
## plyer -0.562728703 0.448028862 -0.420258731 -0.14716932
## djangoregistration 1.090293765 0.448918968 1.007564187 -1.46877670
## googlechromeextension 0.251944661 0.238396615 0.771330953 -0.56080484
## incrementdecrement 0.071836442 0.358144909 0.705646157 1.45732725
## user 0.141123995 0.797508478 0.155879989 0.99288636
## quotdatequot -0.542408049 -1.129194736 1.089300036 -0.28481016
## signalsslots -0.562131763 -0.754456580 0.666809916 -0.21237150
## inject 0.905390680 0.957722604 -0.664644182 0.60242045
## inferior 0.568648458 0.086993746 -0.939130723 1.35418439
## objectrecognition -0.648657739 0.141093537 1.504067540 -1.25033164
## hiddenmarkovmodels -1.606218457 0.039755885 0.934091508 1.05662882
## nestled 1.558381081 -1.019861937 -1.437979937 -0.65235466
## processed -0.140437379 0.328384846 -1.434067965 -0.75611371
## trojan -1.681959867 -1.110275626 -1.311830878 -1.72305977
## commontableexpression -0.331557423 -1.311748862 -1.644246578 1.05373740
## york 1.494108677 0.938992321 -1.563887596 0.44847795
## teamviewer 0.772756934 0.441507638 -1.320727825 1.60249841
## adhoc -0.219174743 -0.402822882 0.980371535 0.74023640
## store -0.168509483 0.390800327 1.477039337 -0.37213007
## rediscli 0.304073423 -0.918190837 -0.884635150 0.65572691
## sine 0.151548386 1.418280125 1.539290428 0.40583092
## mulitple 1.291250229 1.693992734 0.616926670 0.68958491
## undo 0.236470193 0.304283679 -0.270970404 -1.73865545
## autoconf 0.770522594 0.643128276 0.491703093 -0.37310070
## lxmletree -0.336261004 -0.049371790 0.126070336 -1.32710159
## sar 0.032260317 -0.004296883 0.815216839 1.33286726
## absent -1.147502303 -0.394953549 1.512999892 1.14764977
## rookie 1.774076700 -0.596582592 -0.831006348 -1.82515287
## garbled -1.995785356 -0.210974231 0.954265654 -0.31362289
## rpyc -0.977072358 -1.348729968 0.522156894 0.38896886
## buckets -0.386840254 -0.475796849 0.905257463 -1.44408309
## encrypted -0.578612328 -0.034631122 -0.909427047 0.29569119
## deallocate 0.971057475 -0.879232109 1.303678274 1.32801104
## qstandarditemmodel -0.194512710 1.627965689 -0.585849524 -1.24272573
## newline -1.444119334 0.021756615 -1.149653554 1.04249942
## changelog -0.299649894 -0.255838394 -1.153034687 0.93303365
## qfiledialog 0.006266654 -1.457983494 0.756314337 0.82930642
## partitioning 1.387815118 -1.209770560 -0.256968796 1.11312211
## armv 1.169186831 -0.639965177 -1.156389475 -1.56196558
## standardscaler -0.825052738 -0.991909444 0.673298895 0.68312567
## pythonbeautifulsoup -0.897860646 0.900138676 1.030415893 -0.27845141
## refactoring -1.491318703 0.828251302 -0.306125760 -0.35419068
## superclasses -1.138262987 -0.253233671 -1.585188508 1.14332736
## predecessor 0.466754556 -0.821483433 0.973544240 1.02737081
## ltgt -0.768464744 -0.575899124 -1.106131673 -0.93941551
## sequential -0.031126944 -1.692045808 -0.556216359 -1.47951901
## module 0.586777031 0.536468089 0.922034383 -0.53053260
## configurationfiles 0.190986872 1.051197886 0.326462597 -0.97889274
## ultimately -1.475976110 0.552004814 0.278200924 0.79592526
## uisng -1.679970145 0.433374345 0.759620428 1.10976613
## byquot 0.858751595 1.312960505 -1.329119563 -0.11881814
## cpuarchitecture 1.611495972 0.631224632 -0.091890536 -0.15020625
## deltars -1.326972127 -1.523259163 0.726416528 -1.58555925
## knowing -1.447773933 -1.264685154 0.521547079 -0.11251138
## hacking -0.266934037 -1.270558476 -0.195652291 0.73528618
## imgkit 0.497506201 1.584542632 -1.737180948 0.37767029
## ramp -1.727918506 0.167843387 -0.288130730 0.03342037
## lat 1.580244422 0.872261643 1.587451220 -1.14792836
## natural 0.523826480 -1.072293758 -1.115788221 0.95682734
## screenbrightness -1.544354916 -0.402918369 -1.039887667 1.64782619
## dplot -1.285221934 0.142137766 -1.164734364 1.17527795
## scissor 0.223079950 0.618905067 1.103562474 1.34168947
## lemmatize -1.567864537 0.189551935 -0.550274849 -1.47136009
## windowsfirewall -1.306165099 0.237030879 -1.321799874 1.46062827
## pops 0.719070613 1.333253741 0.853344083 -1.31600499
## quotexceptquot 1.258938074 1.186113238 -0.505590975 -1.23812222
## fa -0.511641383 0.925487638 -0.071431801 1.54541922
## googleclouddlp 1.686436772 -0.435599029 -0.806829751 -1.25853431
## jax 0.202806652 -0.336275309 -0.464512348 -0.96389884
## jboss -1.267075539 0.998543799 -0.885803878 -1.31193519
## voicerecognition 0.879759192 -1.613307714 -0.231158197 0.47006574
## splitting 1.496185780 -0.070435569 -0.449063867 -1.75891829
## numberquot 0.164368212 0.669922113 -1.464514494 0.56064641
## methodsignature -0.441620857 -0.403454572 -0.985662639 -0.42140326
## sourced -0.785528600 0.137579024 -0.534826100 -1.20550549
## ljust -1.030454755 1.056159377 1.188054323 -0.06877180
## linux -0.476645082 -1.677074432 0.784386098 -1.26032996
## pythonalpine -1.644210219 -0.921477556 -1.201766491 -0.07584009
## vscoderemote -0.412514389 0.497359127 0.184775338 -0.43853614
## pythonfractions 0.777315259 1.378007889 -0.724102437 0.53631574
## mapquest -1.004981756 -0.436898738 -0.997466922 -0.78374141
## questdb 1.420503736 1.370881438 -0.845433772 -1.47356474
## dnsresolver -1.601940274 -1.087296724 -0.857668698 -0.22361639
## meanshift -1.296576619 -0.689348042 -1.334696293 1.13909733
## sports -1.242877603 1.497689486 0.324163914 -1.10582113
## itertools -0.333062500 0.671874523 -0.620429099 0.60282463
## hybrid 1.367216706 -0.623473346 0.450532109 0.76251972
## offloading -1.505588889 -1.123993635 -1.585293174 0.30519783
## dashdb 0.914731979 0.680187225 -1.407934308 -1.15567946
## ansicolors 0.829398990 -0.313543946 -1.578923821 0.30396751
## observe -1.508238792 1.735230446 1.366434813 0.53752571
## getpost -1.161271095 -1.229297757 -0.157434374 0.59957308
## digitsum -0.549141645 -0.647925317 0.421051592 -1.03345394
## faiss -0.965128183 0.806569457 -1.016217589 0.54931772
## clexe -1.042688251 -1.149819613 -0.731779754 -1.19245052
## X33 X34 X35 X36
## lttrgt -0.529265940 1.6687444448 -0.70237541 0.360823005
## expose -1.432065129 0.6242745519 0.35062146 1.427985311
## socketaccept 0.732039392 0.4716818333 -1.03442693 -1.167582035
## methoddescriptor -1.517747641 1.1529182196 1.32383478 1.560779452
## mud 1.045047522 1.7589989901 -0.35351318 0.800987661
## proper 0.578434706 0.6870776415 1.06494367 -0.120206058
## belonging 0.979825735 0.4480523467 -1.53508568 0.660727322
## dosnt 0.629195631 -1.0984369516 -0.14470635 0.684465766
## wrongversionnumber -0.247777745 0.8594482541 -1.18995416 1.077768445
## transformer -1.434916139 -0.4934927225 0.20598119 -0.676432669
## pyrunstring -0.416543841 -0.3600001335 -0.83357078 -0.708500803
## sanitizer 1.219417214 1.1086990833 -0.35636008 -0.770682991
## ole -0.253501445 -1.1264829636 -1.50341749 0.592401445
## render 0.392354131 -0.8964602351 -1.31365120 0.973339260
## daskdataframe 0.335743695 -0.8648642302 -1.76183403 0.909490943
## sclient -0.761782229 -0.6258082390 -0.02279566 -1.675075889
## piece -1.174030542 -1.5752210617 -1.36707544 0.820723593
## dictkey -1.074810624 0.8942756653 -0.89028352 1.743492484
## stringformat -0.471161187 1.3228415251 0.09606694 -1.506989360
## normals -0.068005368 -0.7500778437 1.09943414 -1.509333372
## poisson -1.277042985 -1.0915668011 1.38494933 -1.179715037
## memsql -1.640143871 1.5759413242 -0.37913093 -1.602909327
## googlepythonapi 1.772516131 -1.5272129774 -1.21548128 -0.177339718
## unclickable -1.446066022 -0.1082963124 -0.35249054 0.610156417
## supress -1.550182939 0.3184481561 -1.04749835 0.917719722
## transferfunction -0.097723208 -1.2640686035 -1.07718623 -0.302162290
## id 1.259623528 0.8652642369 -0.08955045 1.524144769
## cqlengine -0.520971179 -0.7415244579 0.28155074 1.013927102
## succeeds -0.481722802 -1.1499524117 -0.62247026 0.721251190
## developers -0.832745492 -0.3722683489 1.16690922 1.101613283
## inspectelement -1.538666964 1.2295441628 0.37317935 -0.142311633
## avarage -0.112154521 -1.5427631140 1.45004404 -1.062579989
## httpcookie -0.240097791 -1.7515583038 0.20077352 0.817340434
## windowsx -0.037464507 0.8392399549 -1.46729732 1.155853629
## track -1.329640031 -0.3674128652 -1.35903859 -1.117814779
## exercise -1.343118429 -0.5014437437 1.28970230 -0.156676039
## scrabble -1.085541964 -1.4747639894 -1.16119683 -1.607253194
## ipythonjupyter -1.868417263 -1.5534498692 0.43010169 0.087371118
## mkdir 1.159076333 0.2074155360 0.90532881 0.874078929
## comparing 1.129668713 1.4556090832 0.85166830 -0.040337559
## anticaptcha 0.836528242 0.9075990319 1.42808199 0.559437454
## ifconfig 0.222691551 0.6248796582 -1.25332475 1.035539627
## rpg 1.155973792 0.2333158404 0.88852286 0.703102231
## rich -1.010551691 -1.5820665359 -1.14307618 -0.756667137
## autoincrement 0.817180216 0.8372632861 -0.74889219 -0.027746869
## netsh 1.458466172 1.3785979748 0.51683265 -0.441900462
## finding 0.210003212 -1.2928619385 -0.01277975 0.396400809
## texttable -0.887147963 -1.2179700136 -0.08964407 -1.339822173
## vmwareworkstation 0.665788889 -0.6647639275 1.61465764 1.351161003
## regularlanguage 0.972433984 1.4145066738 -0.13050719 0.620073080
## spoofing -1.707700610 -0.6542203426 0.02431282 -0.689687252
## palette 1.035823464 0.6030017734 1.25382602 -1.562012076
## suitable 1.180784345 1.5352292061 0.06673419 -0.452809364
## gil 0.359675378 -1.1199679375 -0.44078293 -1.142130017
## headerquot 0.607981682 0.6063850522 -0.70231855 -1.481953859
## excecute -1.109276772 0.1448688656 -0.53353512 -1.680495143
## lightfm 0.825957656 0.9159961939 1.12397122 1.396515369
## folium -0.192233890 1.6200757027 -1.17272794 0.440219313
## daskdelayed 0.965707660 0.4330704808 1.33044124 -0.533849061
## ntlm 1.632460117 -1.4191628695 0.91797012 1.610422373
## hovertool 0.955202460 1.0757420063 0.84879535 0.782637894
## rasterizing 0.832093358 -1.6461727619 -0.91892940 0.606302321
## sendkeys -0.318807542 1.2331959009 0.49475116 0.525589347
## statsforecast -0.798705876 0.4078969359 -1.53468823 -1.406027079
## serialexception -1.118523598 0.9659354091 -1.65244782 -1.624302268
## thanks -0.434308529 0.5837493539 1.11452198 -1.345353365
## listview -1.217512965 0.9744133949 -0.43273655 -0.949404955
## maturity -0.668396950 1.2714289427 -0.11583400 0.544606149
## pythonsocialauth -1.456670165 0.7826949954 1.50035965 -0.897964060
## randomchoice 0.912915528 -1.0018916130 -0.56731129 -0.236629546
## systematically -0.766965628 -0.4895028770 -1.50195765 0.727027714
## compilerconstruction -0.236484647 -0.2176730484 -1.15590799 0.568253815
## directed 1.199171424 0.8643772602 1.24624908 0.130667374
## ordinals 1.310555816 -1.4186606407 0.61531299 0.879001379
## projection 0.391168892 -0.1449296772 0.49842387 -0.942147374
## assignmentoperator 0.489706129 -1.4816666842 1.45544207 -0.900029302
## mpeg 0.199963018 -0.6823745966 0.87334132 0.635661423
## serviceaccount -0.095598072 -0.3537420630 0.47458124 -1.283667326
## knowledgegraph 0.438927084 -1.0318098068 -0.95103520 0.763508677
## generatorexpression 0.510403574 0.1343497038 0.55160409 0.294165432
## experiencing 0.567382514 -1.6974633932 1.86319971 0.816216588
## tokenise -1.210713744 0.0265880991 1.10406482 0.445627481
## readcsv -0.977470875 -0.3474052250 -0.12287614 0.365207821
## managerdict -0.416644365 -1.0006455183 -1.66467309 -1.422165275
## cleardb 0.110343859 -1.1869798899 -1.63459599 1.101751328
## qtmultimedia 0.137719497 0.8605613708 -0.54918486 1.209092021
## executescript 0.181042701 -0.9294931293 -1.11195469 1.411758304
## fluid -0.755095899 -1.1447728872 -0.64026254 0.520126164
## flag -0.206933632 0.3735506237 -1.03961492 -0.994937658
## pssh -1.330000639 -0.3331801891 -1.43967021 1.454699039
## fitness 0.180800468 -0.4265975952 -0.84657586 0.794686854
## pascal -0.050689813 0.2699808478 -1.52794302 -1.410994172
## idlepython 1.266252756 1.5969153643 1.65341496 0.828128397
## cloned 1.171894193 0.1343709081 1.27503455 -0.756983101
## neg 0.213419646 -0.4880782664 0.62827474 0.164406002
## excelformula -0.513857186 1.0983455181 1.29252076 1.467719674
## expr -1.215358615 1.0392884016 0.91319680 -0.903571486
## quotconnection -0.154094219 0.4655591249 0.49112406 1.478492618
## sqlites 0.622519791 1.4626780748 0.79811114 -0.524151325
## apachenifi -1.040603042 -0.7643040419 1.68509483 1.043091297
## celerybeat -1.466695547 -0.6973719001 0.19506395 -1.462471128
## relaxation 0.976726294 -0.5298259258 -0.38509437 -1.607375145
## difficult 0.941949844 0.8050027490 0.78117609 -0.165243849
## userprofile 0.093017511 -1.2395958900 0.46206895 0.266283661
## latlng -1.255053163 -0.5657881498 1.22395241 1.263689637
## plyer 0.402622461 0.2943332791 1.67138767 1.310499072
## djangoregistration 1.401547790 -0.9895681739 -0.12334113 -1.001156092
## googlechromeextension -1.194236279 -0.1968073994 0.34818143 -0.332918316
## incrementdecrement 0.416481733 0.8684794903 -1.33972394 0.347778827
## user -1.633633971 1.7071154118 -1.80970466 0.696787596
## quotdatequot -0.084886596 0.0366077013 -0.93274987 -1.312455058
## signalsslots 0.539323211 0.5462281108 -0.03958164 0.845119953
## inject -1.337134838 1.2345250845 -1.16477466 -1.035734057
## inferior -1.089989066 -0.5631897449 -0.70874321 0.031931169
## objectrecognition -0.040314011 -0.9078742862 1.02324605 -0.562343180
## hiddenmarkovmodels 1.428697467 1.6031020880 0.11400937 0.812461913
## nestled -0.541886747 -0.5185320973 0.04912005 1.068144679
## processed 0.062734663 -1.6698461771 -0.10738783 -0.321411997
## trojan -0.590018988 -0.0442667305 -1.08144093 0.360640287
## commontableexpression -0.957493722 -1.0643520355 0.47720587 -0.406231850
## york 0.066521205 0.4809299111 0.22731598 1.518351436
## teamviewer -0.758716106 0.7061628103 -0.64963371 -0.869019449
## adhoc 0.693778932 -1.4235601425 -1.52127838 -0.165011883
## store -0.738344848 0.3454321623 -0.97727841 0.461453080
## rediscli -0.821046770 -1.2740839720 1.52996886 1.048578024
## sine -0.108369149 -1.5673557520 -0.81805438 -0.736586392
## mulitple 0.071497835 1.0779255629 -0.03841489 0.646370053
## undo 0.516389012 -1.0848531723 -1.16371071 -0.120082960
## autoconf 0.290231794 0.4128392041 0.57408702 -0.782205403
## lxmletree 0.653515637 0.8109847307 1.60513186 -0.147715017
## sar 0.015686398 0.6660021544 -1.20815980 -0.595549047
## absent -0.006096733 -0.3998944461 1.65850067 0.189891607
## rookie -0.752001166 0.0325365551 -1.50771856 0.948906302
## garbled -1.839453816 -0.0579050556 0.16589387 -1.576062083
## rpyc 0.643625021 0.9750786424 -0.19585480 0.153312013
## buckets 0.231647804 -0.9736089706 0.12188660 -0.768979430
## encrypted -0.812242866 -0.9588966370 -0.25962386 -1.005092621
## deallocate 1.450619459 1.4947057962 0.21421663 1.509568572
## qstandarditemmodel -0.428767592 1.2253104448 1.52924359 0.838655174
## newline -1.437345266 1.2024704218 0.57572341 -0.886907041
## changelog -1.226722956 0.5303820968 0.68985772 -1.383077383
## qfiledialog -0.147595942 -1.6156281233 0.17755777 -0.302420259
## partitioning 0.997507870 -0.2995044589 -0.54866713 -0.293071061
## armv -1.180845976 0.5360234976 -1.08192801 -0.421367675
## standardscaler -1.446547031 -0.8320814967 1.68966031 0.831960618
## pythonbeautifulsoup -1.208542466 1.4405936003 0.75844216 -1.552436233
## refactoring 1.076548219 -0.0550860725 -0.09422064 -0.895611465
## superclasses -1.770390034 -1.8043247461 -1.18096626 0.995697796
## predecessor 0.899599016 1.4743899107 0.50263149 -1.532815814
## ltgt -0.629673898 0.7131685019 -1.01499844 -1.161671281
## sequential 1.266192555 -0.5814893246 1.44578445 -1.295506239
## module 1.660314202 -0.9643927217 -0.69583309 0.451253951
## configurationfiles -1.119966865 -1.0429055691 -0.01472841 0.341689438
## ultimately 1.049997330 -1.6241887808 -0.70575124 -0.071425684
## uisng -0.571963966 0.7222535014 -0.60720414 0.313218325
## byquot 0.279266626 1.3544234037 0.82292300 0.008496038
## cpuarchitecture -0.148889795 -0.0717498809 -1.03840613 0.432383448
## deltars -0.666148961 -1.3370726109 0.46334982 -0.766903937
## knowing -1.216751099 1.2400966883 0.71767724 1.122596741
## hacking 1.519386411 1.0151399374 0.74639356 1.154372334
## imgkit 0.968766749 -0.8668935895 0.47261664 0.267161518
## ramp 0.320043415 0.6764019132 -0.16652566 -0.363235354
## lat -1.549169540 -1.2170473337 -1.07089400 -1.400880933
## natural 1.717025638 -1.5319766998 -0.69949925 1.205710530
## screenbrightness 0.601598322 -1.6402741671 1.75049710 -0.295990765
## dplot 0.574094832 -1.0804671049 0.40167850 1.299410939
## scissor -0.596543968 -0.4000844359 -0.41594318 -1.053060174
## lemmatize -0.994860709 0.5753951073 1.22794628 -1.034599185
## windowsfirewall 0.898327351 1.5071309805 1.45927656 -1.256453872
## pops 0.191396832 -0.5051535368 1.44492877 -0.209825709
## quotexceptquot 1.439653993 0.2126960903 -0.53816175 -0.926472843
## fa -1.116922021 1.4006810188 1.30654597 -1.303517580
## googleclouddlp -1.525174856 0.1885160208 0.23731731 0.143720940
## jax -0.321592063 -1.1577882767 -1.51896131 -1.364512444
## jboss 1.253886223 -1.0553964376 1.50050020 -1.623236179
## voicerecognition 0.590281785 -0.5102394223 -0.12408735 1.566709042
## splitting -1.086853504 0.0843062252 1.55127537 -0.424805760
## numberquot -0.286917150 0.8485725522 1.17533672 -0.295273364
## methodsignature -0.355045199 -0.0766118467 0.67741036 -1.055714846
## sourced 0.323869050 0.0293140300 1.97510540 1.159528971
## ljust 0.271711081 -0.4901372492 1.50651121 1.282076001
## linux -0.142165408 -1.4876919985 -0.87478113 0.981991470
## pythonalpine -1.056881189 -1.2039729357 -0.27930188 0.549644291
## vscoderemote -1.417545676 -0.3155961037 0.24242891 -1.715396762
## pythonfractions 1.169288635 -0.0173988901 0.27786607 0.579405844
## mapquest -0.995442748 1.0354005098 1.37346745 0.108330503
## questdb -0.708120108 -1.5206429958 0.68724370 0.130927190
## dnsresolver 1.192459583 -0.8589298129 0.64794081 1.594719768
## meanshift 0.825384736 0.4275223315 0.30293173 1.041710615
## sports -1.324920535 0.0474110246 1.60154796 1.222911716
## itertools -1.008398056 -1.5067439079 0.54124254 0.401960522
## hybrid 0.290921152 1.5426913500 -0.53043765 0.596285343
## offloading -0.888364196 -0.3168328404 -0.13941105 -0.289794058
## dashdb -1.024481773 0.0006150069 0.83531106 -1.449993968
## ansicolors -1.685085773 1.1855756044 1.36047423 -0.707313538
## observe 0.897585809 0.8150681853 0.22683010 -0.718542039
## getpost -0.918079078 1.5185667276 -1.40319133 0.938509881
## digitsum 1.396471143 -0.3661477268 -1.38865149 1.262828350
## faiss 1.426774025 1.5512440205 0.36760148 -1.443059206
## clexe -0.798901856 -0.1280927807 -0.81928176 1.155245662
## X37 X38 X39 X40
## lttrgt -1.28439665 0.686371863 1.376858e+00 -0.29246962
## expose 1.21531105 -1.855396867 -8.925149e-01 -1.65483367
## socketaccept -0.17750847 0.029445201 -7.555762e-01 -0.03513026
## methoddescriptor -1.09631717 1.334393144 -7.428440e-02 0.92626125
## mud -1.67739356 -1.194099665 -9.667356e-02 -1.49485004
## proper 0.10153047 0.626150668 6.637763e-01 -1.52378130
## belonging 0.25010937 0.179970875 -8.704871e-01 1.29417384
## dosnt -0.34485814 1.016818285 1.347631e+00 0.42719233
## wrongversionnumber 1.29960668 -0.800059140 1.472925e+00 1.37530935
## transformer -1.27234519 0.979716539 3.723600e-01 1.31614459
## pyrunstring 1.39934599 -0.810401678 -8.510198e-01 0.16040055
## sanitizer -0.70521033 1.436757684 3.532035e-01 1.35151291
## ole -0.59397441 1.620766878 1.351469e+00 0.73119754
## render 1.39150476 1.454530358 1.463146e+00 1.32532394
## daskdataframe 1.12761784 0.018625842 -1.343919e+00 1.60397983
## sclient 0.48133451 0.693857014 -9.848675e-01 -1.26433313
## piece -0.58189565 -1.071939468 -1.725779e+00 0.49343592
## dictkey 0.06400432 -0.405515432 -1.512658e+00 -1.43472707
## stringformat 0.18136671 0.605963826 -1.524758e+00 1.43360209
## normals -0.86838961 0.513288438 5.880026e-01 1.39534748
## poisson 0.04988120 0.562340260 6.621742e-01 -0.43431151
## memsql -0.43645969 -1.437372208 -1.395810e+00 -0.08877532
## googlepythonapi -0.11398721 -0.824600816 -1.397873e+00 -0.82304704
## unclickable -0.98060977 -1.355367303 -6.762048e-01 -0.85434598
## supress -1.55005550 0.936078727 -4.487652e-02 0.39631674
## transferfunction -1.09336913 0.151260838 -8.625317e-01 1.27800822
## id -1.47819066 1.310853004 -1.624256e+00 -0.18186155
## cqlengine 0.63189089 0.936229944 -1.379395e+00 1.59528804
## succeeds 0.54333991 0.603481531 1.270710e+00 0.71789426
## developers -1.60952806 0.238370046 1.048115e+00 1.44563758
## inspectelement -0.13967472 -1.546778560 9.195921e-01 0.74237698
## avarage -1.36001956 1.075514913 -5.096366e-01 -0.87246519
## httpcookie 0.90378177 1.189365506 1.304581e+00 0.99719340
## windowsx -1.58047020 0.007324684 -1.609671e+00 0.51275378
## track 1.59224319 0.727519214 -1.176894e+00 0.12595299
## exercise -1.16816056 -0.383978873 9.478818e-01 0.24276908
## scrabble 1.39678276 -0.634514332 -6.249343e-01 -1.34891522
## ipythonjupyter 0.54976529 0.122826189 -1.044675e+00 -0.14433601
## mkdir 1.11156762 0.934875906 7.621118e-01 -1.58060169
## comparing 0.28235665 0.945156634 -2.501086e-01 -1.46125686
## anticaptcha 0.09083017 -1.649817467 7.815094e-01 -1.17058051
## ifconfig 0.37050632 -1.115432858 -1.028695e+00 -1.23477697
## rpg -0.52120399 -0.563318610 -1.221911e+00 -0.61010849
## rich -0.96890467 -0.177985713 -6.409068e-01 -1.48225760
## autoincrement -0.35435840 -1.627334714 -1.401908e+00 1.30064821
## netsh 0.19682661 -0.410488188 1.142743e+00 -0.33828765
## finding 0.67244673 -0.471963853 9.554099e-01 0.17113112
## texttable 1.10348117 0.549630761 1.496945e+00 -1.64733398
## vmwareworkstation -0.30360976 -1.718679070 -1.257321e+00 -1.37949109
## regularlanguage 1.59483957 0.849378884 7.476504e-01 -0.94718921
## spoofing -1.23992097 -0.436243981 1.442392e+00 0.41684595
## palette 1.44099593 1.165975809 1.279804e+00 0.62520778
## suitable 1.32350957 -0.262643129 4.804249e-01 0.52458709
## gil 1.49478447 1.687271118 1.327769e+00 0.62241614
## headerquot 1.23637795 -0.166014731 1.592944e+00 -0.51512516
## excecute -1.39703083 -0.301196754 -5.356119e-01 0.57561672
## lightfm 1.24413240 0.407079786 3.586729e-01 0.07213093
## folium -0.56038266 0.523021817 1.528196e+00 1.32764065
## daskdelayed -0.03533518 1.445394278 1.128672e+00 1.22181058
## ntlm 0.17947941 0.198584408 -3.194975e-01 0.87877667
## hovertool -0.94440067 -1.157652736 1.825234e+00 1.62874854
## rasterizing 0.16744521 0.223198548 -6.151263e-01 0.72369915
## sendkeys 1.52874529 0.782509863 -5.759938e-01 -1.28672063
## statsforecast 0.15834907 0.142651618 9.780931e-01 -1.23502779
## serialexception 1.16645443 1.398384213 1.144010e+00 -1.63771093
## thanks -1.41886199 -1.553824902 -9.968160e-01 0.28772137
## listview -0.25002429 -0.935790718 3.964701e-01 -1.55546629
## maturity -1.39532220 1.400831103 1.061618e+00 0.43078274
## pythonsocialauth 1.48995411 -1.051449180 -7.340869e-01 -1.00806308
## randomchoice 1.29064405 1.781609297 8.248023e-01 -0.27690268
## systematically 0.93088728 -1.541862130 -1.050084e+00 -0.14783140
## compilerconstruction -1.76091135 -0.909743726 9.199679e-01 0.86996275
## directed 1.63188636 -1.601287484 -9.981627e-01 0.48967561
## ordinals -0.47821361 -0.407736033 1.507776e+00 -1.10336375
## projection 0.12590650 0.498224378 1.605461e+00 1.23162687
## assignmentoperator 0.44058302 0.714237094 1.626402e+00 1.30534863
## mpeg -1.64126706 -0.527702749 -3.739709e-01 -1.17574596
## serviceaccount 1.39093888 -0.975337982 -7.969036e-01 1.20257783
## knowledgegraph -0.99868470 -0.933012605 6.960877e-01 -1.17041373
## generatorexpression -0.59012914 1.129372239 -1.650023e-01 0.70714647
## experiencing -0.25126582 0.933321893 -5.739682e-01 0.09432627
## tokenise 0.14732140 -0.752357841 7.531921e-01 -1.38833189
## readcsv -1.11561668 -0.830054164 -6.412572e-05 0.53422463
## managerdict -0.49582598 -0.626045585 4.171149e-01 0.91901433
## cleardb -0.75893503 -0.616363466 2.479974e-01 -0.87249428
## qtmultimedia -1.71391344 0.287020594 -5.239547e-02 -0.83077413
## executescript -0.85746121 1.434437156 -1.059958e-01 -0.64347667
## fluid 1.32486689 -1.093859315 -1.226097e+00 0.23997775
## flag -1.30078542 -0.810272157 -4.851231e-02 1.63435364
## pssh 1.50516593 -0.354081601 -1.043923e+00 -1.53578722
## fitness -0.82690132 -1.520118952 7.302144e-01 0.43214223
## pascal -0.85120118 0.150525853 -2.496671e-01 0.92289966
## idlepython 0.85463279 0.551809847 -1.361834e+00 -0.91811788
## cloned -0.59658915 0.702361941 8.723891e-01 -0.57492214
## neg -1.07546639 1.736551523 -7.717405e-02 -1.09068704
## excelformula -1.59368336 0.130131707 6.833094e-01 -1.23856747
## expr -0.69031477 -0.508654118 1.359250e+00 -0.24381740
## quotconnection -1.48519647 -1.078379869 1.472049e+00 1.12627637
## sqlites -1.12264788 1.000332832 -1.573822e+00 -1.47074378
## apachenifi 0.77503878 1.250854969 -1.509529e+00 -0.44224417
## celerybeat -0.13053560 -0.676562071 1.677839e+00 -1.67990863
## relaxation 1.55088699 -0.935023248 -8.982212e-01 0.19911022
## difficult 1.53119874 0.953537226 9.749451e-01 -0.45249504
## userprofile 1.60921085 -0.204899430 -1.542255e+00 0.25676450
## latlng 0.57223541 0.679619193 -9.138157e-01 1.36133897
## plyer -0.89010131 0.950628638 -8.500053e-01 0.97843724
## djangoregistration -1.30068743 0.371546984 6.695766e-01 -0.90764290
## googlechromeextension -1.33735931 0.793763459 5.921718e-01 1.09568870
## incrementdecrement 1.43616855 -0.562676013 1.005723e+00 -1.55389369
## user 1.38205755 0.315788448 7.538354e-01 1.73267663
## quotdatequot -1.19958556 0.371831745 -7.590325e-01 1.58792448
## signalsslots 1.12194896 -1.786126018 -2.319576e-01 -1.30486834
## inject 0.87616503 0.223217502 3.545716e-01 -0.04991519
## inferior -1.10339606 -0.749782264 -8.087235e-01 0.89902306
## objectrecognition 1.06606638 -1.026721478 1.193660e+00 1.39389467
## hiddenmarkovmodels 1.68659008 -1.100796223 -8.687963e-01 -0.32977167
## nestled 1.49475837 -0.095667779 8.786384e-01 -0.42283988
## processed 1.66405034 -1.322958827 7.930269e-01 1.26504111
## trojan -1.43541324 0.468792796 -6.380257e-01 1.62164497
## commontableexpression 1.20656478 -0.695290565 -9.378955e-03 0.89057034
## york -0.19586900 1.572298646 1.676525e+00 1.68866372
## teamviewer 1.56504977 0.081316195 -3.938778e-02 0.75639808
## adhoc 0.55502951 0.975106716 7.615383e-01 -1.56506550
## store 1.69354749 -0.242207110 -2.968699e-01 1.54234254
## rediscli -0.84838217 0.832213819 -1.753202e+00 1.24479461
## sine 0.59632224 0.886238158 1.104683e+00 1.11533022
## mulitple 0.68642306 0.907883763 -5.340216e-02 -0.29310039
## undo 1.49937093 1.203860402 8.082920e-01 -0.74495775
## autoconf 1.01284814 -1.739692807 -1.471738e-01 0.50515574
## lxmletree -1.50031662 -1.402357459 1.447072e+00 0.99652010
## sar -1.53084064 1.673155665 5.104927e-01 0.05269034
## absent -1.11773992 -0.388392061 9.614632e-01 1.00004232
## rookie -1.32345903 1.433761477 -1.799222e+00 0.56957918
## garbled 1.08653343 1.508454442 1.767438e+00 -1.10958982
## rpyc 1.29871655 -0.139578193 1.458438e+00 0.96813172
## buckets -0.31078658 -0.962207079 1.573250e+00 -1.43384659
## encrypted 1.42177117 0.216103151 1.722291e+00 -1.62207937
## deallocate 1.17181170 -0.925230980 -7.699696e-01 -1.33823395
## qstandarditemmodel -0.20997652 1.711110711 1.689729e-02 1.47825110
## newline -1.25894463 0.996536136 8.026758e-01 0.32360232
## changelog 0.22485958 0.706943691 -5.259379e-01 -0.25905943
## qfiledialog 0.38167921 -0.500747740 1.010766e+00 1.34334219
## partitioning 0.88189846 0.881274939 -4.083243e-01 -0.15978894
## armv 0.01731196 1.480656743 -3.848986e-01 0.26299372
## standardscaler 0.54787797 -0.454915375 1.234168e+00 -1.41940713
## pythonbeautifulsoup 1.62675858 -0.684922278 4.384542e-01 -0.40401378
## refactoring 1.05025518 -0.732058048 -3.658400e-01 0.57108551
## superclasses -1.32445669 0.184129760 -1.129918e+00 0.02964555
## predecessor -0.19466195 1.439181924 -3.305019e-01 -0.18667351
## ltgt -1.65568566 -0.187183589 1.030278e+00 -1.59645951
## sequential -0.47303057 -0.132918343 -2.709268e-02 -1.10926700
## module -0.86780798 -0.831685722 -8.663529e-01 1.28784609
## configurationfiles -1.16020870 -0.584136903 -1.540302e+00 0.71661842
## ultimately 0.55681229 0.543063939 8.219267e-01 0.10434939
## uisng 1.27681124 0.153105631 1.627278e+00 0.50261432
## byquot -1.38158131 0.463674664 9.855266e-01 -1.35360110
## cpuarchitecture -0.37381044 0.227542162 1.707596e+00 -0.50828069
## deltars 1.40446866 1.828682303 1.156140e+00 0.11866871
## knowing 0.53094637 -0.146104127 -1.062737e+00 0.49714851
## hacking 1.47155809 -0.998296320 -2.296397e-01 -1.33642328
## imgkit 0.40017256 -1.349033713 7.968042e-01 1.31156921
## ramp 1.40222466 -1.734765053 -4.601956e-03 1.00850487
## lat 1.06008065 0.587166131 1.084651e+00 -0.37442163
## natural -1.53902876 -1.386089206 1.705070e+00 0.72411346
## screenbrightness 0.30258536 -0.272142261 1.422037e+00 -1.27368915
## dplot -0.35335812 0.561586082 1.259396e+00 -1.10332060
## scissor 0.61927134 -0.337410569 1.436621e+00 0.64708561
## lemmatize 0.79245353 -1.327163339 1.051859e+00 -1.30261588
## windowsfirewall 0.61232883 0.072155394 1.209710e+00 0.83752471
## pops 0.35213554 0.826556742 4.458627e-01 -0.04966982
## quotexceptquot -1.51797211 -1.333043575 -6.167490e-01 0.49922085
## fa -1.22631252 -1.124515414 -9.789024e-02 -1.45658076
## googleclouddlp -0.72686309 -0.985982895 1.060361e+00 1.68853641
## jax 1.54166889 0.540073335 -1.353321e+00 -0.58899724
## jboss 0.20420779 1.404602885 1.600176e+00 -0.41401848
## voicerecognition -1.37266481 1.745431542 8.014570e-01 1.65979791
## splitting -1.71110666 -0.492836058 1.050779e+00 -0.31621459
## numberquot -1.78549993 1.420949697 1.007462e+00 -0.21446417
## methodsignature -1.40310347 -1.122374296 -1.129662e+00 1.60775471
## sourced 0.65704560 0.503881335 1.109190e+00 -1.12595522
## ljust -0.02116349 0.993940651 -1.298213e+00 0.35426757
## linux -0.55685091 0.936471999 -1.551836e+00 0.52830356
## pythonalpine 1.72902465 0.450142205 -1.339761e-01 -1.54141009
## vscoderemote -0.70441288 -0.079958037 -6.061007e-01 1.34886491
## pythonfractions 0.60820955 0.508185446 1.529565e+00 0.28246856
## mapquest -1.21792281 0.932891130 1.245677e+00 1.03985572
## questdb -1.04809558 -0.092877395 1.148545e-01 0.88527739
## dnsresolver -0.90481806 -1.080003619 5.043327e-01 0.20307866
## meanshift 0.49190041 -0.798013031 -3.510389e-01 -1.50821567
## sports -1.21120226 -1.384235144 1.134175e+00 -0.40399703
## itertools 1.37174881 0.539131761 -1.522673e+00 1.32205999
## hybrid -1.34635460 0.676472306 -3.524279e-01 -1.46753240
## offloading 0.21490833 -0.710462153 -7.647739e-01 0.34385437
## dashdb -1.12916422 1.457568169 -1.551858e+00 0.39541745
## ansicolors 1.07718921 -0.359395713 1.602025e+00 -0.55490190
## observe 0.18738467 0.265931845 -5.016470e-02 -1.25559676
## getpost 1.18018734 -1.494751692 -2.081323e-01 -0.34318417
## digitsum -0.83043277 -0.789025545 -3.389309e-02 0.75270450
## faiss -1.17830753 -0.088084295 1.341312e+00 0.37922892
## clexe -0.49064222 1.026328444 1.443465e+00 -1.25340271
## X41 X42 X43 X44
## lttrgt 0.844214022 1.25290215 -1.5695497990 -1.578938484
## expose 0.711237729 -0.23859061 1.3120366335 -0.304496467
## socketaccept -0.036628872 -1.63676286 -0.8384030461 0.510523081
## methoddescriptor -1.097224355 -1.26416457 -1.5784202814 0.607962132
## mud 0.452130556 0.48379707 0.2943749726 -0.544405639
## proper 0.469943464 0.77999902 -0.4582105279 -0.078305624
## belonging -0.984974861 -1.14338291 -0.1498958021 -1.448141098
## dosnt 1.338860750 -1.28878880 0.2739666402 -1.008639812
## wrongversionnumber 0.406140476 1.56213963 -1.5078815222 0.218096793
## transformer -0.157271087 -0.89036721 -0.5887833238 0.301616549
## pyrunstring 0.957654238 -1.72741282 -1.4097602367 -0.582329154
## sanitizer -1.231438279 -0.55474073 0.7385310531 -0.225750446
## ole -0.643075347 -0.14591998 -0.9265409112 -0.137103349
## render 1.366355896 -1.71255887 -0.1543334424 0.380132794
## daskdataframe -1.608919978 -0.53746271 0.5627264380 0.030017696
## sclient -0.280469239 1.57208741 0.3571489453 -1.094315886
## piece -1.190780997 0.62622368 -0.5633119345 -1.228925824
## dictkey 1.305228710 -1.05208015 0.6992571950 -1.046569943
## stringformat 0.294813275 0.10097896 0.7186326981 0.751813650
## normals -0.311684668 -1.62062323 -0.8140255809 0.019122450
## poisson 0.395483136 1.41037917 -1.0580726862 0.550846994
## memsql -0.033428416 -0.83406681 1.1692703962 0.357955962
## googlepythonapi 1.015308022 -1.75048411 -0.2753427327 -1.503203630
## unclickable -0.424145430 -1.58537829 -0.3586307764 0.619195938
## supress -1.483071804 -0.33239600 -0.7355628610 1.346873164
## transferfunction 0.080094986 -1.76119137 -0.8681666851 -1.107413530
## id 0.875887871 1.58215475 -1.1804074049 -1.062499166
## cqlengine -1.487760425 -0.96284902 0.6355123520 1.468513370
## succeeds 1.261777282 -1.00950885 -0.4524240792 -1.068615675
## developers 1.176214695 1.72430182 -0.5127689838 -0.505750239
## inspectelement 1.143581033 1.42995584 -1.2659891844 -1.020758510
## avarage 0.375803262 0.91885608 0.9910401106 1.583865047
## httpcookie 0.407889634 0.66638803 -1.1804827452 0.049799569
## windowsx 1.392979741 1.36402750 -1.5838545561 0.149883047
## track -0.329436511 -0.79673612 1.2707778215 1.502958894
## exercise -0.282677144 0.46917549 -1.5067123175 1.610985398
## scrabble 1.561939716 -0.47076339 -0.5854223967 -0.857622862
## ipythonjupyter 1.624478102 -0.20346086 -1.1663451195 -0.791860640
## mkdir 0.481135845 0.21562152 -0.0370118208 -0.659063697
## comparing -1.308809161 -1.21519184 -0.8795048594 -0.621773422
## anticaptcha -0.991062701 -0.69894350 0.2557705939 0.854275823
## ifconfig -0.861810446 -0.16575196 -1.1861529350 -0.806986749
## rpg -0.444737732 -0.43111235 0.2605085969 0.060921967
## rich 1.344515204 -1.50805140 0.7968259454 0.108363338
## autoincrement 1.533049941 0.64593703 -1.1503692865 0.001348209
## netsh -0.401095599 -0.60658991 -0.9882604480 -0.190722108
## finding 1.295065880 0.60160422 1.4641383886 -1.524566412
## texttable 0.764701366 0.54590505 -1.5989086628 -0.222823188
## vmwareworkstation -0.122391015 -0.50091273 0.3866021335 -0.509006441
## regularlanguage 1.266518593 0.62200528 -1.0989267826 -0.341133058
## spoofing 0.793974578 -0.60520953 -1.0990816355 1.372237563
## palette 0.086238787 -0.10767388 -1.3856981993 -0.042046778
## suitable -1.298221111 -1.64910483 1.4782967567 -0.320217311
## gil 1.492199898 0.07261222 0.9007370472 0.954689384
## headerquot 1.046839118 -1.26796627 -0.9106379747 1.417048097
## excecute 0.524755657 0.94540566 -1.2016631365 -1.334612370
## lightfm -0.935599566 1.41664326 -0.6361396313 -0.371845782
## folium 0.254883051 0.24635705 -0.3513935506 0.949520528
## daskdelayed 1.314007878 1.44941533 -0.6424053311 0.258051455
## ntlm -0.131452054 -1.81359470 -1.2400801182 -0.326404721
## hovertool 0.222986370 -0.29924962 0.2964175344 -0.955980420
## rasterizing 0.526933372 -0.68868738 1.6038595438 -0.020713801
## sendkeys 0.938366354 0.07525293 -1.0555129051 1.478054881
## statsforecast 1.732344508 -1.49663413 -1.0986937284 -1.159960151
## serialexception -0.313319683 1.21421683 0.1900154501 -1.160620332
## thanks -0.563688755 -1.26390636 0.8401198983 -1.095696092
## listview 1.111460209 -0.21700038 -1.8446006775 1.447606206
## maturity 0.159719512 1.42477190 -1.0660065413 -0.137595490
## pythonsocialauth -1.254629493 0.03567947 0.3472931683 0.432528973
## randomchoice 0.767364502 -0.59008223 0.7553991079 -0.150387138
## systematically 1.030706286 1.09948695 -1.4971985817 1.212763548
## compilerconstruction -1.761275053 -1.23941302 -0.6483023167 0.415734738
## directed 0.553119004 0.59265220 1.2891960144 -0.180384189
## ordinals 0.797875762 0.68790716 1.0189228058 1.397723436
## projection -1.493448734 1.39242721 -0.2451888025 1.314677715
## assignmentoperator -1.461155295 -0.54385507 0.3744890094 -0.996700644
## mpeg -1.394199491 0.17635572 0.1437876970 1.487364054
## serviceaccount -0.548756063 0.48589358 -0.7236451507 -1.484230995
## knowledgegraph -1.028605461 1.37352371 1.4310241938 1.246229172
## generatorexpression -0.001342421 -1.11256206 -1.3996286392 0.529424727
## experiencing -0.594652951 0.46999526 -1.8091882467 1.775315404
## tokenise -0.406782925 0.88501930 1.5131968260 -0.017430900
## readcsv -0.961198032 1.34833336 -1.1168884039 -0.669357419
## managerdict -0.328186601 0.51067984 -0.1054691598 -1.134275317
## cleardb -0.685064435 1.35065055 0.0338957608 -1.569392443
## qtmultimedia -0.269558102 -1.23106408 0.0001863327 -1.437073469
## executescript -1.147356987 0.10006863 -0.6444420218 -0.710812211
## fluid -1.202697277 -0.83235860 0.4019725919 0.606169760
## flag 0.744300544 1.62635386 0.1915992647 0.809454679
## pssh -1.226841092 0.69576043 1.2942756414 0.096796140
## fitness -1.182259083 -0.35538030 -1.0715986490 1.339384913
## pascal 1.454128265 -1.61180115 1.2416653633 0.852142811
## idlepython -0.532348454 1.33696640 0.6981903911 -0.902349114
## cloned 1.375177860 -0.22077654 -0.6662633419 0.852141023
## neg 0.868624389 0.83805603 1.7019658089 1.146795630
## excelformula -0.877472460 -1.13841105 -1.2806419134 1.228665352
## expr -0.730802059 -0.82740712 -1.0450925827 0.573405206
## quotconnection 1.572919011 1.11268604 -1.6005985737 -1.202838421
## sqlites 1.272116542 0.87601644 0.6176794767 0.072621733
## apachenifi -0.370409727 0.69103742 1.3017398119 1.130139470
## celerybeat -0.217907727 -1.04917526 -0.1644161642 -0.156870246
## relaxation -1.619326115 -1.20003569 1.1618010998 0.645259798
## difficult -0.832502484 -0.97631472 -0.1309019178 -0.463470638
## userprofile -0.027140332 0.72982651 -1.5698268414 0.634093523
## latlng 0.080292612 1.54246902 -1.4371529818 -0.515994310
## plyer 1.199644923 0.42985132 -0.5774277449 -1.199055791
## djangoregistration 1.130949378 -0.70870519 -0.8856772780 -0.844001293
## googlechromeextension -1.524368048 -0.65567541 1.3826957941 -1.565029860
## incrementdecrement -0.272440761 -0.14511578 -0.6800761223 0.113923691
## user -1.406429529 -1.55486655 0.0967039242 -1.476891398
## quotdatequot -1.514442921 -0.32761586 -0.1934300065 0.846880198
## signalsslots 0.381203890 1.02365088 1.3266780376 -0.424626559
## inject 0.062788114 -1.23262584 -1.4837397337 -0.209306389
## inferior -1.560738087 -0.18388164 1.0658155680 1.281611562
## objectrecognition 0.679593563 1.59132099 -0.4963806272 -1.180772781
## hiddenmarkovmodels 0.030616269 0.02841264 -0.2873868048 -1.283684850
## nestled 1.100688934 -0.30629778 0.3556176126 -1.568587542
## processed -1.752571940 0.36568567 -0.0634781048 1.053928614
## trojan 0.542101800 1.65311921 0.9650663733 0.944760680
## commontableexpression 1.202611327 -0.87175930 1.1429880857 -1.143883824
## york -1.387457728 0.14033230 -1.0295841694 0.477295130
## teamviewer 1.015607476 -1.66655540 1.2118405104 0.824086189
## adhoc -0.296407968 -0.92406911 0.8350659013 -0.693640232
## store -0.092625834 -0.07169933 -0.5081089735 -1.579696894
## rediscli 0.350622624 -1.13561308 -1.2719362974 0.901752591
## sine 1.367147923 -0.33052433 -0.8160650730 -1.531394243
## mulitple -0.955725670 1.25264072 -1.5965943336 0.348207742
## undo 1.260166287 1.23357737 -0.5711855888 -1.164960623
## autoconf 0.349012971 -1.59425199 -0.1604582965 -0.344370008
## lxmletree 0.863868415 -1.76716793 -0.9664816856 -1.491165638
## sar -1.238012910 -0.04570010 0.7542960048 0.798012018
## absent -1.492066860 0.62007749 0.1882204860 -0.527778685
## rookie 0.885420859 -0.56403643 -1.7073093653 1.763313651
## garbled 0.626406610 -1.06550622 -0.2493605167 -1.460954785
## rpyc -0.480933279 -0.26310414 -1.1172447205 1.718002796
## buckets -1.135045767 1.30687904 -1.7661694288 -0.828486621
## encrypted 0.978078425 0.39012355 0.9983395934 -0.522200286
## deallocate 0.227103516 1.15081096 1.4980412722 -1.026300073
## qstandarditemmodel -0.035300970 0.79788703 0.1142794490 1.388566732
## newline 0.077970326 -0.29464215 -0.9873627424 0.698863566
## changelog -0.768061459 -1.44733465 -0.1249349266 1.303905368
## qfiledialog 1.699220896 0.90819758 -1.2413460016 0.551589489
## partitioning -1.605396032 1.00590706 -0.1543017924 -0.992376626
## armv -1.280500412 -1.34948611 -1.2580341101 0.484153390
## standardscaler 1.172639966 -1.29851639 0.7859811187 1.430834770
## pythonbeautifulsoup -0.914169729 -1.67659581 1.5686531067 0.033654634
## refactoring -1.297783852 0.45553562 0.7604928613 -0.224383458
## superclasses -0.185933053 -0.08764310 0.3288625777 -1.823945761
## predecessor -0.621152639 -1.43459988 0.5729466677 1.069016218
## ltgt -0.585690022 -0.39740491 0.7818714380 1.065623045
## sequential 0.301759034 -0.20421021 0.3943695426 -1.737834573
## module 0.788952529 -0.28263250 1.3197814226 -1.147149324
## configurationfiles 0.004842727 0.65854007 0.6887986660 -0.122084305
## ultimately -1.253975391 -0.67536646 0.0794423446 -0.647202015
## uisng 1.354448676 1.42074549 1.2618747950 0.009547745
## byquot 1.096976757 0.71722144 1.4464155436 0.717135549
## cpuarchitecture 0.065359756 -0.20214576 0.3889262974 0.401750922
## deltars 0.164052963 1.47838068 0.2391593605 -1.507651329
## knowing -0.511096478 -1.47546923 0.5554561019 0.502502203
## hacking 0.029193863 -1.12773180 1.4569863081 -0.731371105
## imgkit -0.490926623 -0.38682899 -0.5128107667 -1.411205649
## ramp -1.230886102 -0.13136269 -0.5119967461 1.688979268
## lat -0.594412386 -0.84849268 -1.2178994417 -1.291488647
## natural 1.043252230 0.66608274 0.3102511764 -0.363234937
## screenbrightness 0.178559348 1.62732434 1.7572764158 -1.056652427
## dplot 1.636964917 0.66467410 1.4970068932 -0.019057160
## scissor 0.084738635 -0.43725437 -0.2059381008 1.283605099
## lemmatize -1.124806285 -0.45387217 -0.4587604105 1.306679845
## windowsfirewall -0.897422850 -0.35676098 1.0035932064 -1.223461747
## pops -1.423168540 0.78839797 -0.4186924696 0.429510742
## quotexceptquot 1.851283431 1.76005530 0.0896093547 0.972866237
## fa 1.066384435 -0.86818498 0.7237502337 -1.093501925
## googleclouddlp -0.488262683 -1.64884877 1.6164221764 -1.148079753
## jax 0.404715955 0.02081500 0.1779626608 0.093158670
## jboss -0.689686179 -1.60018110 -1.5216124058 0.834027588
## voicerecognition 0.324348778 0.85568559 -1.6119092703 0.064793333
## splitting 1.226568103 -0.31574395 0.9269943833 -1.376773000
## numberquot -1.243573904 -0.24647279 -1.6069409847 -0.666503847
## methodsignature 1.103761196 0.85865909 -0.5143316388 -0.316455990
## sourced -1.672437906 1.03000379 1.7544140816 0.983496845
## ljust 0.212862387 -0.29819086 -1.1340336800 -0.744842410
## linux 1.464122295 0.48302335 1.1167919636 0.290899217
## pythonalpine -0.829094589 1.77651083 -1.3562445641 0.649193287
## vscoderemote 0.197647825 0.41240141 1.2998763323 -0.598784149
## pythonfractions -0.004882299 1.04098165 0.8206792474 -1.365137815
## mapquest -1.408153892 -0.70877188 0.9295871258 1.556163907
## questdb 0.747930110 0.01901545 -0.6360329390 -1.432555914
## dnsresolver -1.347745419 1.51968277 1.2890124321 -0.527423978
## meanshift 1.153702974 -0.30623958 0.9715768099 0.330770582
## sports 0.771975935 1.19081354 1.4747889042 0.748077571
## itertools 0.710769713 -0.63353670 -1.0754406452 0.703704536
## hybrid -0.505633175 -1.61308813 -1.0126368999 -1.436015010
## offloading 1.464531422 -1.26116979 1.1260287762 1.384289265
## dashdb 0.666074336 -1.43554175 -0.2387516946 -0.471345007
## ansicolors -0.657948256 -0.22155085 0.9263027310 -0.005828288
## observe 0.003993494 0.41074586 1.3878911734 0.714132130
## getpost 0.030898247 0.93818551 -1.3659937382 0.992861450
## digitsum 1.567307591 0.73765498 1.3838167191 -1.572176456
## faiss 1.244816184 -0.53161520 -0.1755079776 1.380779982
## clexe -1.491636634 -0.40562224 -0.3166001439 1.216410995
## X45 X46 X47 X48
## lttrgt -1.189560175 -0.423167855 0.48803458 0.54945385
## expose -1.121120930 0.233451784 0.83478445 0.22800106
## socketaccept -1.658089995 -0.903740168 -0.87232673 1.05445457
## methoddescriptor 0.299119741 -1.220764637 0.33842257 0.23633732
## mud 0.815475821 -1.610048294 0.70796508 0.83872372
## proper -0.911740303 -0.216694206 -0.25255948 0.81307620
## belonging -0.332168311 -0.011755645 -0.35490084 0.05689013
## dosnt 0.451844782 -0.147430435 1.34615099 1.41718280
## wrongversionnumber -0.173750743 1.084663630 -0.14650802 -1.06579638
## transformer 0.783602834 -1.144160986 -1.37274456 1.30843425
## pyrunstring 0.814692676 1.286949635 0.25836250 -1.34693682
## sanitizer 0.649408638 0.009901160 1.33611560 0.69598544
## ole 1.398177266 0.385559112 0.40566641 1.28348124
## render 0.158151388 1.101087928 0.50746077 1.32949781
## daskdataframe -1.674643636 -0.108986400 -0.83366716 0.70660806
## sclient -0.523898184 -1.434210181 0.20787330 0.09456574
## piece 0.875146627 1.325203657 1.76773918 0.22993551
## dictkey 0.269889385 -1.538566232 -0.39658743 -0.13796929
## stringformat -0.762133896 -1.116789460 1.16351914 1.36510515
## normals -1.545393229 -0.473734528 0.59611768 -1.12693357
## poisson -0.628922343 1.393314958 -0.71193993 -1.52774525
## memsql -0.211211964 -0.226586238 1.45371819 -1.21232820
## googlepythonapi -0.608581066 0.015266365 0.29119027 1.62267065
## unclickable -0.127766743 -1.582971573 0.96422517 1.17537534
## supress -0.956242800 0.649236500 1.49989986 -1.37975895
## transferfunction 0.591979980 -1.649208426 0.89249104 1.14759004
## id -0.780232191 0.484834701 -0.57044339 1.21121550
## cqlengine -1.042709708 -0.130024478 0.48384479 -0.73111230
## succeeds 1.298981309 0.334125400 1.49087739 0.58291548
## developers 0.700271904 -1.095558643 0.98822898 -1.56148064
## inspectelement 0.077039830 -0.382109493 1.15761685 0.13230626
## avarage 0.960094988 0.053546242 0.02369870 1.52732420
## httpcookie -1.635079741 -1.456806779 -1.64240611 0.70086473
## windowsx 0.405816406 -1.129871368 0.07452063 1.13126493
## track 1.070646405 -0.030554786 -1.34760916 -1.46750116
## exercise 0.681961477 1.390010834 -0.52128065 -0.91142100
## scrabble -0.863623500 0.921960652 1.51721704 1.39449632
## ipythonjupyter 1.010831118 0.221711904 -1.35337901 0.25995621
## mkdir 0.001497361 -1.182736397 -1.19714499 1.19449317
## comparing 1.106876850 -0.209412977 0.93211520 -1.01882195
## anticaptcha -0.643595397 0.571232736 -1.00618684 -0.92887038
## ifconfig -1.262150645 -1.055886745 0.42799899 -0.86676055
## rpg -1.513525724 0.655340135 0.01238043 -0.92226344
## rich -0.722838938 -0.574209154 -0.98981702 -0.64233476
## autoincrement 1.290305495 0.088985279 1.15618682 -0.92339605
## netsh 1.558898211 -0.043768227 0.01724750 0.79811561
## finding -1.495976925 0.500289798 0.76096594 -1.53329968
## texttable 0.254403383 -0.896497488 -0.77269375 -1.02735889
## vmwareworkstation -1.284898162 0.942456603 -0.26875386 0.62997031
## regularlanguage 1.117951751 -1.715156317 -1.76018631 1.44700146
## spoofing 0.255760700 -0.406827122 -1.33892703 1.66645956
## palette -0.311385095 0.553980589 -1.24060428 -1.54667437
## suitable -1.236835361 0.712905645 0.45674336 -1.01428640
## gil 1.021744609 -0.791771710 -0.96494222 0.89356571
## headerquot -1.342733026 1.663065553 1.35296893 0.26806936
## excecute 0.942025006 -0.521014750 0.55045360 1.21549952
## lightfm 0.263154298 -1.011993289 0.30604663 1.26351774
## folium -0.852432251 1.012192130 0.14258318 -1.48297989
## daskdelayed -0.457241058 -0.890181124 -1.32454240 1.49391091
## ntlm -1.810432673 0.153810903 0.58465338 0.19223668
## hovertool 0.887614310 -0.106741957 -0.93702126 1.17656481
## rasterizing -0.625904083 -1.080826163 -0.72469223 1.62253344
## sendkeys 0.808245361 1.006398439 -1.36751509 0.45296216
## statsforecast 0.893789947 -0.184815511 -0.72761708 -0.99597609
## serialexception 1.435219765 1.226242304 -1.66007590 -1.09323001
## thanks -0.168473959 0.317446589 1.44979513 -1.29400635
## listview -0.221430242 -0.502435923 0.90352088 1.09012568
## maturity 1.504131556 -0.015609422 -0.28302512 -0.02384785
## pythonsocialauth 0.963929951 -0.252084434 0.25499943 -0.20927572
## randomchoice 0.094998732 0.634456396 0.61321300 -1.26271760
## systematically -1.404570222 0.915535748 -0.42395952 1.23285675
## compilerconstruction -0.337572485 1.022444129 -0.99145156 -1.30429435
## directed -0.403071374 0.614485979 1.33404827 1.07385898
## ordinals -0.658571184 0.134325713 1.67577457 -0.45640782
## projection 0.017526539 -1.179551125 -0.78136396 0.33605105
## assignmentoperator 1.025224924 0.127020836 1.53059173 1.09363377
## mpeg -0.076393224 1.020022631 -0.63879168 -0.58560824
## serviceaccount 1.510694027 0.786535144 -0.60210603 -0.64302093
## knowledgegraph -0.771535337 -1.228022099 0.43735918 1.04208040
## generatorexpression -0.697519183 -1.056184649 0.44543159 1.37498212
## experiencing -0.617664218 0.581416786 0.45927268 -0.46626538
## tokenise -1.343363166 1.156719327 -1.56082439 0.13711597
## readcsv 1.339935660 -1.331299424 -1.37862945 0.42998359
## managerdict -0.565322459 -1.508220911 -1.08876598 -0.87196267
## cleardb 0.968496263 -1.053798437 0.12522532 -0.93748128
## qtmultimedia 1.094595075 1.147775412 0.02379082 0.96268338
## executescript 0.401112378 0.540226281 1.34369504 -1.40201628
## fluid 1.171787262 0.038283732 1.85647190 0.36838296
## flag -1.445947170 -0.994637191 -1.51990545 1.46704876
## pssh -0.256313413 -1.413145304 0.10796285 -1.27781034
## fitness -0.089298628 0.421192288 0.74697548 1.01976836
## pascal 0.021132905 0.899413407 0.91615564 -1.36258531
## idlepython -0.397986412 0.281370848 -0.96958423 0.93172055
## cloned 0.162405148 -0.719446123 0.47368589 0.81039959
## neg 1.108231187 0.614411533 -0.30835557 1.28567564
## excelformula -0.792201281 -0.955069542 -0.07188315 0.01576402
## expr 0.067082331 -0.992777586 -1.07610905 -1.00279236
## quotconnection -0.715795219 0.016503260 1.02827001 -1.11640620
## sqlites -1.153290629 -1.456307888 -0.02564794 -0.39097127
## apachenifi -0.030800458 0.869857371 0.91464263 0.12955850
## celerybeat -0.564883411 0.430360615 1.59961319 -0.80283552
## relaxation -1.659188509 1.558539987 -0.10035273 0.82230234
## difficult 0.722941756 0.971500576 -1.17460835 -1.33255839
## userprofile -0.611809492 -0.269708097 -0.62423450 0.31714681
## latlng 1.354575515 -1.257964373 0.56811291 0.90818906
## plyer -0.731231451 0.808625638 -0.85793173 -1.18296623
## djangoregistration 0.610508561 0.807181656 1.47877085 1.11588955
## googlechromeextension 0.349025160 -0.014310251 -1.48808980 -0.99364114
## incrementdecrement 0.596788526 1.521023154 -0.67417729 -1.58068287
## user 0.067479052 -0.543862581 1.23129928 0.91104376
## quotdatequot -0.865453839 1.488760114 1.16391444 -1.31687105
## signalsslots 1.440860391 1.449633956 1.20608282 1.31022191
## inject -1.291017652 -0.877149165 0.86530757 -1.16849136
## inferior 0.182821989 1.269274354 1.00622034 -1.46441388
## objectrecognition -1.306204081 -0.977524579 -0.34982333 -0.73231214
## hiddenmarkovmodels -0.172566146 0.044522580 -1.55785179 0.85730171
## nestled -1.625328064 0.970835686 -1.63565803 0.46294495
## processed 1.230815768 -1.019748926 0.07907094 0.12674423
## trojan 0.497293770 -0.727550507 0.43089619 0.38609645
## commontableexpression -1.287388682 0.039345216 0.10221421 0.67247367
## york -0.609043777 0.236697376 0.08659410 0.60445142
## teamviewer 1.332893968 1.700886369 1.52223814 1.02874184
## adhoc 0.081971750 -1.298229694 -1.34728825 -1.49440908
## store 0.574553251 -0.735359967 0.10192551 1.47932887
## rediscli -0.359699935 -0.227882072 -1.45207369 1.32691789
## sine -1.241245747 1.044182420 -0.24211206 -0.24454984
## mulitple 1.353882313 1.332898021 1.68547583 0.77949607
## undo -1.138065934 -0.519797266 1.24608672 0.13750739
## autoconf 0.368963182 -1.021484256 0.51472640 -0.93656462
## lxmletree -1.327321887 1.646023631 0.42239097 -0.98717654
## sar 1.376738906 -1.409509063 1.68280888 -0.83661181
## absent 1.381534100 -0.778234363 1.25316167 0.46850383
## rookie 0.349539399 0.164026186 -0.30966201 0.15910235
## garbled 0.631529868 -1.180390358 -1.50925326 -1.23187757
## rpyc -1.757638454 -0.268540323 0.71753472 0.60612375
## buckets -0.672961771 -0.253902465 -0.94564480 -1.11237204
## encrypted 1.719010472 0.665269196 0.48507202 -1.33277798
## deallocate -1.300041795 0.057393711 -0.84345120 1.29428947
## qstandarditemmodel 1.153287768 1.496962428 0.31609926 -1.41476071
## newline -0.606198549 -1.524496794 1.48482442 -0.47927448
## changelog 1.128208756 0.675769150 0.37051496 0.05461045
## qfiledialog 0.661216557 -0.813678682 -0.93198389 -0.48685816
## partitioning 1.534037948 -1.444576740 1.35420549 1.57177377
## armv -0.444298446 1.107051611 1.44067299 -0.53918833
## standardscaler -0.488455743 -0.210086763 -0.29686683 -0.37608463
## pythonbeautifulsoup 0.736012220 -1.231390834 0.86662889 -0.52308279
## refactoring 0.401526213 -1.257981062 -0.59782553 1.10161340
## superclasses 0.344226182 -1.740161300 0.12920101 -1.11257076
## predecessor 1.060369372 -1.278059840 -0.25886449 -0.90932542
## ltgt 1.484377384 -0.504848123 -1.64156449 1.23506486
## sequential -0.112476580 -1.015568256 -0.85299873 -0.23395155
## module -1.166992307 -1.267245173 -1.09198821 0.44533917
## configurationfiles -0.924795508 1.706565142 1.42434859 1.64361691
## ultimately 1.517299414 -0.854976118 0.72660065 -0.33929235
## uisng 0.977538884 0.028117174 -0.29542735 1.15477610
## byquot -0.665910602 -1.233182788 0.88742834 0.03845970
## cpuarchitecture 1.183401108 0.827896237 -1.05842793 1.76061678
## deltars 0.443456680 -1.190996885 0.86100727 -0.17331821
## knowing -0.408103317 -1.412410498 -0.78066075 -0.19658580
## hacking 1.519644022 0.257967502 1.48840141 0.41164953
## imgkit 1.140667796 -1.234204054 -1.35284114 -0.98213863
## ramp 1.094902515 -0.275750846 -0.11829603 -0.40208036
## lat 0.580968499 -0.884133875 0.15293683 -1.10298955
## natural 0.219048560 0.224002689 0.36621007 1.55481470
## screenbrightness 0.330412716 -0.007297884 0.18409564 -0.92256987
## dplot -0.117108412 -1.541712999 0.67272460 1.00561666
## scissor -0.301866889 -1.188688278 0.81924677 -1.60167527
## lemmatize 1.215537786 0.553046227 0.34928676 -0.27404568
## windowsfirewall 0.004334925 -1.485643625 -0.78112513 1.50841260
## pops 1.148415208 -0.336068839 1.18555689 1.36751461
## quotexceptquot 0.326441199 1.063831449 0.61786270 -1.02084911
## fa 0.161581978 -1.242282748 -0.28307676 0.39251605
## googleclouddlp -1.050430655 1.001682162 -0.42453596 -0.34475040
## jax -0.683902383 -1.517178059 1.19084871 -0.15023886
## jboss 1.684176326 0.896099269 -0.28761426 -0.18191446
## voicerecognition 0.589678288 -1.403525710 -1.22855985 -0.77372646
## splitting -0.846451044 1.492748141 -1.24414670 -0.48886237
## numberquot -1.623279095 0.729922295 1.64756489 -1.07504332
## methodsignature -1.428151727 -0.948850632 0.67719817 1.27632272
## sourced 0.049703181 0.656683803 -0.72560698 -1.38045537
## ljust -1.557492018 1.130327106 -0.31337255 -0.54383838
## linux -0.968340993 1.107344508 -1.14258420 1.63236618
## pythonalpine -1.323614836 0.798150957 -0.87511224 0.27399194
## vscoderemote 1.716910958 -0.225131139 -0.03443834 -0.79444879
## pythonfractions -1.685824871 -1.062006831 -0.92550343 -0.38284862
## mapquest 1.231825352 0.621558666 -1.10387135 0.09200764
## questdb -1.105360627 1.144742489 -1.64417231 -1.15083122
## dnsresolver -1.402896404 0.298074186 -0.27103183 0.56730545
## meanshift 0.163274482 0.410645634 1.62303114 -1.49129534
## sports 0.657615066 0.194428295 -0.57184243 1.47197473
## itertools 0.432624072 0.864782572 -1.58790910 -0.35617271
## hybrid -1.058877468 -0.302387625 -0.83783293 -1.24483335
## offloading -0.989663959 0.166543856 -1.20052159 -0.70268762
## dashdb 0.841643751 1.245747447 1.02078056 0.63428056
## ansicolors -0.652990460 0.480386078 1.02281594 -0.44379970
## observe 0.765939415 0.928240836 0.31170073 -0.30920434
## getpost -0.959303737 -0.065089233 -1.08255398 1.51041341
## digitsum -1.594271898 0.442339242 0.29041490 1.54083061
## faiss -1.366679072 -0.126874626 -0.37156123 -0.41207328
## clexe -1.538842440 0.020150468 0.60550737 -1.02408552
## X49 X50
## lttrgt 1.64040756 -0.166161850
## expose -0.50185043 -0.671482027
## socketaccept 0.78184062 0.285080075
## methoddescriptor 0.07962868 1.308489442
## mud 1.64778304 -0.040022597
## proper 0.58650100 -1.615690947
## belonging 0.40050611 -0.196792915
## dosnt 1.13638425 -0.786134362
## wrongversionnumber 1.34148180 0.858937085
## transformer -1.36707675 0.416595221
## pyrunstring 0.06782524 -0.005201147
## sanitizer -1.53865695 -1.494518280
## ole -1.65389800 -0.770882785
## render 0.11068277 -0.249143288
## daskdataframe -0.58482689 -1.217198014
## sclient -0.12035105 0.756965101
## piece 0.59537452 0.413308144
## dictkey 0.15643471 0.109535597
## stringformat 0.96203846 0.585360646
## normals -0.45066521 -1.411158085
## poisson 1.70394373 -0.966014087
## memsql 0.17502965 1.424419284
## googlepythonapi -0.83504045 -0.042335860
## unclickable -0.68133926 -0.610435009
## supress 1.16007876 0.172348529
## transferfunction 1.55068851 -1.491584778
## id -1.85368907 -1.027099848
## cqlengine -1.25049281 -1.231843352
## succeeds -1.62623596 0.959411323
## developers -0.99810928 -1.591568232
## inspectelement -1.04162145 1.022204041
## avarage -1.38974810 -0.611492276
## httpcookie 0.85487330 -1.484169722
## windowsx 0.16861476 -1.105454922
## track 0.78433770 -1.559032798
## exercise -0.72704720 -1.236282110
## scrabble 0.51207668 -0.689567327
## ipythonjupyter 1.10157800 -0.176628873
## mkdir 1.11868238 1.324024439
## comparing -0.62865728 -0.994893193
## anticaptcha 1.14671302 -0.978617311
## ifconfig -1.56717372 0.192012772
## rpg -0.36957052 -1.600130916
## rich -1.41317856 -1.458555102
## autoincrement 1.04322660 0.579692662
## netsh -0.49136227 1.591154218
## finding 0.64991784 0.597551763
## texttable -0.10615606 0.717534602
## vmwareworkstation 1.67064273 0.404379010
## regularlanguage 0.64513946 1.094817758
## spoofing 1.50722563 1.326135278
## palette 0.21215178 -1.933072567
## suitable 1.28654766 0.786024451
## gil 0.54199332 -1.277284265
## headerquot -1.70262277 -0.781629324
## excecute 1.10757482 1.071742773
## lightfm 1.17296016 1.467865467
## folium -0.51028383 -0.996661007
## daskdelayed -1.48862422 -0.490933657
## ntlm -1.90052366 1.490020275
## hovertool -1.34104800 0.008679443
## rasterizing 0.65151566 1.008068204
## sendkeys -0.04113439 1.511607528
## statsforecast 0.21079774 -1.104818583
## serialexception -0.18378398 -0.753286421
## thanks 1.51421142 1.208058953
## listview 0.74630910 -1.642956138
## maturity -0.05194772 0.079756729
## pythonsocialauth -0.03106773 -1.528019905
## randomchoice 1.43071699 1.420907378
## systematically 0.29450756 0.581257820
## compilerconstruction 0.46343502 1.098526835
## directed 0.24684471 0.994203091
## ordinals -0.43405864 -0.654582918
## projection -0.42192689 0.752741098
## assignmentoperator -0.99685407 -1.036568880
## mpeg -0.77375430 -0.091288708
## serviceaccount 1.16147113 1.509976983
## knowledgegraph 1.01818478 -0.612635195
## generatorexpression -0.34832263 -0.844481528
## experiencing 0.22023621 1.069307804
## tokenise 1.44985926 0.916721821
## readcsv -1.82109046 0.715180159
## managerdict -1.33804142 -0.266627580
## cleardb -0.59971988 -1.630562067
## qtmultimedia 1.08517480 -0.924908817
## executescript 0.62109095 -1.527098179
## fluid -0.37048832 -1.700835705
## flag -0.84022254 -1.631576657
## pssh 1.35715294 -0.991614938
## fitness 0.31456208 0.276739627
## pascal -1.06662655 -1.339667916
## idlepython 1.51938832 -1.024233580
## cloned 0.88367486 0.414793164
## neg -0.43375966 -1.389468908
## excelformula 1.14955473 -0.972944915
## expr -1.47659302 0.621493101
## quotconnection -0.88565904 -1.212463140
## sqlites -1.16922629 1.285574913
## apachenifi -1.64121962 -0.260813087
## celerybeat -1.30249846 0.853720725
## relaxation 0.36907718 -0.024521902
## difficult -0.80117100 -0.588825583
## userprofile 1.08210599 1.646237373
## latlng -1.54868627 -0.291029632
## plyer 0.03275444 -0.650679052
## djangoregistration 1.24437928 -1.009359956
## googlechromeextension -1.81245208 -0.040616330
## incrementdecrement 1.37559390 1.145794630
## user 0.59418815 -0.716255009
## quotdatequot -1.07074428 -0.689202547
## signalsslots 0.40128261 0.206507891
## inject -1.06878257 0.004608884
## inferior -1.33137023 -0.101596467
## objectrecognition -1.18683946 -1.318191051
## hiddenmarkovmodels 0.80491179 0.406142920
## nestled -1.56101632 -1.337692976
## processed -1.44106698 -0.548662901
## trojan -0.43325064 0.663341403
## commontableexpression 1.47900343 0.919050992
## york -1.56947243 -1.356299400
## teamviewer -0.92038864 -0.558949411
## adhoc -0.54028440 -0.150889918
## store 1.62417161 -1.829111576
## rediscli 0.47225928 -1.500605941
## sine -1.67451453 -1.017154455
## mulitple -1.66544390 -0.576652050
## undo 1.34029317 -1.690613031
## autoconf 1.41016340 -0.070968278
## lxmletree 0.64306116 1.345404863
## sar 1.23238158 -1.627702951
## absent -0.15293829 1.419087410
## rookie -1.45845938 1.481530666
## garbled 0.66768765 0.848276913
## rpyc -1.46526527 1.096764088
## buckets -0.75021648 1.468821645
## encrypted 1.48390079 1.362107992
## deallocate -0.64967614 0.741755128
## qstandarditemmodel -1.81760597 -0.897769511
## newline -1.52146482 1.310391188
## changelog -1.81431091 1.822762012
## qfiledialog 1.67447519 -0.767771661
## partitioning 1.15219891 0.998644114
## armv -0.97209787 0.774494648
## standardscaler 0.02198995 1.521277189
## pythonbeautifulsoup -0.46487072 0.705803156
## refactoring -1.00182021 -0.176901489
## superclasses 0.42758664 -1.385091543
## predecessor 1.11923575 1.358852625
## ltgt 1.05628896 0.662893176
## sequential -0.93206179 0.613371372
## module 0.93528891 -1.410671949
## configurationfiles 0.45804030 0.260753781
## ultimately 0.04307108 0.476832688
## uisng 0.62788278 -0.455062538
## byquot -0.48181126 -1.527821422
## cpuarchitecture -1.45103967 -1.092700601
## deltars 1.19687486 -0.008672883
## knowing -1.36519372 -1.435611844
## hacking 0.36113489 0.775537908
## imgkit 1.12076867 0.486346543
## ramp 1.72938406 0.816727698
## lat 0.76541227 -1.344077468
## natural 1.70379829 -0.305124521
## screenbrightness 0.35434285 1.568468332
## dplot 0.97039348 1.231617570
## scissor 1.04047656 1.233367682
## lemmatize -1.05916810 1.529113770
## windowsfirewall 0.81486315 0.481023103
## pops -0.24546936 1.480110168
## quotexceptquot 0.99423909 0.316583276
## fa -1.25155389 1.628226280
## googleclouddlp 0.60305613 -0.079615146
## jax 1.59764266 0.907754183
## jboss -0.05167729 1.388969421
## voicerecognition -1.08287656 -1.719904780
## splitting -0.49252528 0.162359521
## numberquot 0.41072613 -1.746206641
## methodsignature -0.12656264 -0.082800858
## sourced 0.98858893 -0.128698453
## ljust 0.35314956 -0.818909824
## linux -1.34305763 -1.653745532
## pythonalpine -0.15454900 -0.369424254
## vscoderemote 0.78078741 -2.015949249
## pythonfractions -0.17653695 -1.091134071
## mapquest 1.22603905 0.162896231
## questdb 0.73051184 0.850082040
## dnsresolver -0.07426711 -0.989258945
## meanshift -0.69597125 0.861299574
## sports 1.37199914 0.044170909
## itertools -1.17470396 0.650672078
## hybrid 1.56754053 0.501002610
## offloading -1.24944210 -0.813041747
## dashdb -1.40119994 -0.784851015
## ansicolors 0.20290776 0.567008555
## observe -0.48299465 1.477677822
## getpost -0.88266438 1.278304577
## digitsum 0.42447051 -1.626768351
## faiss 0.84621716 1.662345171
## clexe 0.59988678 1.303139091
Contextual Understanding: Paragraph2Vec excels at capturing contextual information in variable-length Stack Overflow questions, providing a holistic view of the entire text.
Document-Level Semantics: Tailored for understanding document-level semantics, Paragraph2Vec is well-suited for tasks that require comprehending the overall context and purpose of Stack Overflow questions.
Efficient Retrieval and Similarity: Ideal for tasks like document retrieval and similarity, Paragraph2Vec embeddings facilitate efficient operations by reducing dimensionality while retaining semantic information.
Handling Variable-Length Texts: As Stack Overflow questions vary in length, Paragraph2Vec’s ability to handle variable-length texts ensures robust performance in capturing meaningful relationships within questions.
Similarity Matrix
## term1 term2 similarity rank
## 1 conda anaconda 0.9151204 1
## 2 conda environement 0.8750440 4
## 3 conda miniconda 0.8700238 5
## 4 conda pippython 0.8859061 3
## 5 conda pyopt 0.8862889 2
## 6 environment env 0.9720023 1
## 7 environment enviroment 0.9143285 3
## 8 environment utility 0.8447001 5
## 9 environment venv 0.8642362 4
## 10 environment virtual 0.9175690 2
## 11 python overwrite 0.8554232 3
## 12 python passing 0.8754611 1
## 13 python printing 0.8479622 5
## 14 python pythonx 0.8709121 2
## 15 python writing 0.8501320 4
## 16 run execute 0.9763917 1
## 17 run executing 0.9418076 2
## 18 run launch 0.9300061 5
## 19 run running 0.9352252 4
## 20 run runs 0.9377644 3Related Tags
## [1] "execute" "env" "executing" "runs" "running"
## [6] "launch" "virtual" "anaconda" "enviroment" "pyopt"
## [11] "pippython" "passing" "environement" "pythonx" "miniconda"
## [16] "venv" "overwrite" "writing"Top 5 Tags
## [1] "execute" "env" "launch" "virtual" "anaconda" "miniconda"
## [7] "overwrite"
Comments and Reviews
Peer Comments and Reviews
Data Retrieval - To retrieve data and tags from the Stack Exchange API in R, we are using the httr package, which allows you to send HTTP requests and handle responses. httr will be used to interact with APIs and retrieve data for analysis.
Reduce manual tagging efforts - The project aims to streamline and improve the tagging process on Stack Exchange by automating the suggestion of relevant tags through a combination of NLP, machine learning, and statistical analysis, enhancing the overall user experience on the platform.
Professor’s Comments and Reviews
Given the extensive amount of data and tags available, need to narrow down your focus - To refine our search, we will concentrate on a specific topic, like Python, as a focal point.