diff --git a/pyresparser/skills.csv b/pyresparser/skills.csv
index d2a8a3b..008b76c 100755
--- a/pyresparser/skills.csv
+++ b/pyresparser/skills.csv
@@ -1 +1 @@
-technical skills,ajenti,django-suit,django-xadmin,flask-admin,flower,grappelli,wooey,algorithms,pypattyrn,python-patterns,sortedcontainers,django-simple-captcha,django-simple-spam-blocker,django-compressor,django-pipeline,django-storages,fanstatic,fileconveyor,flask-assets,jinja-assets-compressor,webassets,audiolazy,audioread,beets,dejavu,django-elastic-transcoder,eyed3,id3reader,m3u8,mingus,pyaudioanalysis,pydub,pyechonest,talkbox,timeside,tinytag,authomatic,django-allauth,django-oauth-toolkit,flask-oauthlib,oauthlib,python-oauth2,python-social-auth,rauth,sanction,jose,pyjwt,python-jws,python-jwt,bitbake,buildout,platformio,pybuilder,scons,django-cms,djedi-cms,feincms,kotti,mezzanine,opps,plone,quokka,wagtail,widgy,beaker,diskcache,django-cache-machine,django-cacheops,django-viewlet,dogpile.cache,hermescache,johnny-cache,pylibmc,errbot,coala,code2flow,pycallgraph,flake8,pylama,pylint,mypy,asciimatics,cement,click,cliff,clint,colorama,docopt,gooey,python-fire,python-prompt-toolkit,aws-cli,bashplotlib,caniusepython3,cookiecutter,doitlive,howdoi,httpie,mycli,pathpicker,percol,pgcli,saws,thefuck,try,python-future,python-modernize,six,opencv,pyocr,pytesseract,simplecv,eventlet,gevent,multiprocessing,threading,tomorrow,uvloop,config,configobj,configparser,profig,python-decouple,cryptography,hashids,paramiko,passlib,pynacl,blaze,orange,pandas,cerberus,colander,jsonschema,schematics,valideer,voluptuous,altair,bokeh,ggplot,matplotlib,pygal,pygraphviz,pyqtgraph,seaborn,vispy,pickledb,pipelinedb,tinydb,zodb,mysql,mysql-python,mysqlclient,oursql,pymysql,postgresql,psycopg2,queries,txpostgres,apsw,pymssql,nosql,cassandra-python-driver,happybase,plyvel,py2neo,pycassa,pymongo,redis-py,telephus,txredis,arrow,chronyk,dateutil,delorean,moment,pendulum,pytime,pytz,when.py,ipdb,pdb++,pudb,remote-pdb,wdb,line_profiler,memory_profiler,profiling,vprof,caffe,keras,mxnet,neupy,pytorch,tensorflow,theano,ansible,cloud-init,cuisine,docker,fabric,fabtools,honcho,openstack,pexpect,psutil,saltstack,supervisor,dh-virtualenv,nuitka,py2app,py2exe,pyinstaller,pynsist,sphinx,awesome-sphinxdoc,mkdocs,pdoc,pycco,s3cmd,s4cmd,you-get,youtube-dl,alipay,cartridge,django-oscar,django-shop,merchant,money,python-currencies,forex-python,shoop,emacs,elpy,sublime,anaconda,sublimejedi,vim,jedi-vim,python-mode,youcompleteme,ptvs,visual,python,magic,liclipse,pycharm,spyder,envelopes,flanker,imbox,inbox.py,lamson,marrow,modoboa,nylas,yagmail,pipenv,p,pyenv,venv,virtualenv,virtualenvwrapper,imghdr,mimetypes,path.py,pathlib,python-magic,unipath,watchdog,cffi,ctypes,pycuda,swig,deform,django-bootstrap3,django-crispy-forms,django-remote-forms,wtforms,cytoolz,fn.py,funcy,toolz,curses,enaml,flexx,kivy,pyglet,pygobject,pyqt,pyside,pywebview,tkinter,toga,urwid,wxpython,cocos2d,panda3d,pygame,pyogre,pyopengl,pysdl2,renpy,django-countries,geodjango,geoip,geojson,geopy,pygeoip,beautifulsoup,bleach,cssutils,html5lib,lxml,markupsafe,pyquery,untangle,weasyprint,xmldataset,xmltodict,grequests,httplib2,requests,treq,urllib3,ino,keyboard,mouse,pingo,pyro,pyuserinput,scapy,wifi,hmap,imgseek,nude.py,pagan,pillow,pybarcode,pygram,python-qrcode,quads,scikit-image,thumbor,wand,clpython,cpython,cython,grumpy,ironpython,jython,micropython,numba,peachpy,pyjion,pypy,pysec,pyston,stackless,interactive,bpython,jupyter,ptpython,babel,pyicu,apscheduler,django-schedule,doit,gunnery,joblib,plan,schedule,spiff,taskflow,eliot,logbook,logging,sentry,metrics,nupic,scikit-learn,spark,vowpal_porpoise,xgboost,pyspark,luigi,mrjob,streamparse,dask,python(x,y),pythonlibs,pythonnet,pywin32,winpython,gensim,jieba,langid.py,nltk,pattern,polyglot,snownlp,spacy,textblob,mininet,pox,pyretic,sdx,asyncio,diesel,pulsar,pyzmq,twisted,txzmq,napalm,django-activity-stream,stream-framework,django,sqlalchemy,awesome-sqlalchemy,orator,peewee,ponyorm,pydal,python-sql,pip,conda,curdling,pip-tools,wheel,warehouse,bandersnatch,devpi,localshop,carteblanche,django-guardian,django-rules,delegator.py subprocesses for,sarge,sh,celery,huey,mrq,rq,simpleq,annoy,fastfm,implicit,libffm,lightfm,surprise,tensorrec,django-rest-framework,django-tastypie,flask,eve,flask-api-utils,flask-api,flask-restful,flask-restless,pyramid,cornice,falcon,hug,restless,ripozo,sandman,apistar,simplejsonrpcserver,simplexmlrpcserver,zerorpc,astropy,bcbio-nextgen,bccb,biopython,cclib,networkx,nipy,numpy,obspy,pydy,pymc,rdkit,scipy,statsmodels,sympy,zipline,simpy,django-haystack,elasticsearch-dsl-py,elasticsearch-py,esengine,pysolr,solrpy,whoosh,marshmallow,apex,python-lambda,zappa,tablib,marmir,openpyxl,pyexcel,python-docx,relatorio,unoconv,xlsxwriter,xlwings,xlwt / xlrd,pdf,pdfminer,pypdf2,reportlab,markdown,mistune,python-markdown,yaml,pyyaml,csvkit,unp,cactus,hyde,lektor,nikola,pelican,tinkerer,django-taggit,genshi,jinja2,mako,hypothesis,mamba,nose,nose2,pytest,robot,unittest,green,tox,locust,pyautogui,selenium,sixpack,splinter,doublex,freezegun,httmock,httpretty,mock,responses,vcr.py,factory_boy,mixer,model_mommy,mimesis,fake2db,faker,radar,chardet,difflib,ftfy,fuzzywuzzy,levenshtein,pangu.py,pyfiglet,pypinyin,shortuuid,unidecode,uniout,xpinyin,slugify,awesome-slugify,python-slugify,unicode-slugify,parser,phonenumbers,ply,pygments,pyparsing,python-nameparser,python-user-agents,sqlparse,apache-libcloud,boto3,django-wordpress,facebook-sdk,facepy,gmail,google-api-python-client,gspread,twython,furl,purl,pyshorteners,short_url,webargs,moviepy,scikit-video,wsgi-compatible,bjoern,fapws3,gunicorn,meinheld,netius,paste,rocket,uwsgi,waitress,werkzeug,haul,html2text,lassie,micawber,newspaper,opengraph,python-goose,python-readability,sanitize,sumy,textract,cola,demiurge,feedparser,grab,mechanicalsoup,portia,pyspider,robobrowser,scrapy,bottle,cherrypy,awesome-django,awesome-flask,awesome-pyramid,sanic,tornado,turbogears,web2py,github,autobahnpython,crossbar,django-socketio,websocket-for-python,javascript,php,c#,c++,ruby,css,c,objective-c,shell,scala,swift,matlab,clojure,octave,machine learning,data analytics,predictive analytics,html,js,accounts payable,receivables,inventory controls,payroll,deposits,bank reconciliation,planning and enacting cash-flows,report preparation,financial models,financial controls,documentation,time management,schedules,benchmarking,future state assessment,business process re-engineering,as-is analysis,defining solutions and scope,gap analysis,role change,wireframing,prototyping,user stories,financial analysis/modeling,swot analysis,quickbooks,quicken,erp,enterprise resource planning,spanish,german,rest,soap,json,website,ui,ux,design,crm,cms,communication,coding,windows,servers,unix,linux,redhat,solaris,java,perl,vb script,xml,database,oracle,microsoft sql,sql,microsoft word,microsoft powerpoint,powerpoint,word,excel,visio,microsoft visio,microsoft excel,adobe,photoshop,hadoop,hbase,hive,zookeeper,openserver,auto cad,pl/sql,ruby on rails,asp,jsp,operations,technical,training,sales,marketing,reporting,compliance,strategy,research,analytical,engineering,policies,budget,finance,project management,health,customer service,content,presentation,brand,presentations,safety,certification,seo,digital marketing,accounting,regulations,legal,engagement,analytics,distribution,coaching,testing,vendors,consulting,writing,contracts,inventory,retail,healthcare,regulatory,scheduling,construction,logistics,mobile,c�(programming language),correspondence,controls,human resources,specifications,recruitment,procurement,partnership,partnerships,management experience,negotiation,hardware,programming,agile,forecasting,advertising,business development,audit,architecture,supply chain,governance,staffing,continuous improvement,product development,networking,recruiting,product management,sap,troubleshooting,computer science,budgeting,electrical,customer experience,economics,information technology,transportation,social media,automation,lifecycle,filing,modeling,investigation,editing,purchasing,kpis,hospital,forecasts,acquisition,expenses,billing,workflow,product owner,analyze,cross functional,business process,process,improvement,pivot tables,pivot,vlookups,sharepoint,microsoft sharepoint,access database,access,test case,jira,tfs,hp alm,tableau,business object,business intelligence,jad,solicitation,kaban,vue.js,sketch,indesign,illustrator,english,french,active directory,data center,solution architecture,dns,network design,open source,desktop support,application support,administration,change management,video,invoices,administrative support,payments,lean,process improvement,installation,risk management,transactions,investigations,r (programming language),data analysis,statistics,protocols,program management,quality assurance,banking,outreach,sourcing,microsoft office,merchandising,r,teaching,pharmaceutical,fulfillment,positioning,tax,service delivery,investigate,editorial,account management,valid drivers license,electronics,pr,public relations,assembly,facebook,spreadsheets,recruit,proposal,data entry,hotel,ordering,branding,life cycle,real estate,relationship management,researching,process improvements,chemistry,saas,cad,sales experience,mathematics,customer-facing,audio,project management skills,six sigma,hospitality,mechanical engineering,auditing,employee relations,android,security clearance,licensing,fundraising,repairs,iso,market research,business strategy,pmp,data management,quality control,reconciliation,conversion,business analysis,financial analysis,ecommerce,client service,publishing,supervising,complex projects,key performance indicators,scrum,sports,e-commerce,journalism,d (programming language),data collection,higher education,marketing programs,financial management,business plans,user experience,client relationships,cloud,analytical skills,cisco,internal stakeholders,product marketing,regulatory requirements,itil,information security,aviation,supply chain management,industry experience,autocad,purchase orders,acquisitions,tv,instrumentation,strategic direction,law enforcement,call center,experiments,technical skills,human resource,business cases,build relationships,invoicing,support services,marketing strategy,operating systems,biology,start-up,electrical engineering,workflows,routing,non-profit,marketing plans,due diligence,business management,iphone,architectures,reconcile,dynamic environment,external partners,asset management,emea,intranet,sops,sas,digital media,prospecting,financial reporting,project delivery,operational excellence,standard operating procedures,technical knowledge,on-call,talent management,stakeholder management,tablets,analyze data,financial statements,microsoft office suite,fitness,case management,value proposition,industry trends,rfp,broadcast,portfolio management,fabrication,financial performance,customer requirements,psychology,marketing materials,resource management,physics,mortgage,development activities,end user,business planning,root cause,analysis,leadership development,relationship building,sdlc,on-boarding,quality standards,regulatory compliance,aws,kpi,status reports,product line,drafting,phone calls,product knowledge,business stakeholders,technical issues,admissions,supervisory experience,usability,pharmacy,commissioning,project plan,ms excel,fda,test plans,variances,financing,travel arrangements,internal customers,medical device,counsel,inventory management,performance metrics,lighting,outsourcing,performance improvement,management consulting,graphic design,transport,information management,.net,startup,matrix,front-end,project planning,business systems,accounts receivable,public health,hris,instructional design,in-store,employee engagement,cost effective,sales management,api,adobe creative suite,twitter,program development,event planning,cash flow,strategic plans,vendor management,trade shows,hotels,segmentation,contract management,gis,talent acquisition,photography,internal communications,client services,ibm,financial reports,product quality,beverage,strong analytical skills,underwriting,cpr,mining,sales goals,chemicals,scripting,migration,software engineering,mis,therapeutic,general ledger,ms project,standardization,retention,spelling,media relations,os,daily operations,immigration,product design,etl,field sales,driving record,peoplesoft,benchmark,quality management,apis,test cases,internal controls,telecom,business issues,research projects,data quality,strategic initiatives,office software,cfa,co-op,big data,journal entries,vmware,help desk,statistical analysis,datasets,alliances,solidworks,prototype,lan,sci,budget management,rfps,flex,gaap,experimental,cpg,information system,customer facing,process development,web services,international,travel,revenue growth,software development life cycle,operations management,computer applications,risk assessments,sales operations,raw materials,internal audit,physical security,sql server,affiliate,computer software,manage projects,business continuity,litigation,it infrastructure,cost reduction,small business,annual budget,ios,html5,real-time,consulting experience,circuits,risk assessment,cross-functional team,public policy,analyzing data,consulting services,google drive,ad words,pay per click,email,db2,expense tracking,reports,wordpress,yoast,ghostwriting,corel draw,automated billing,system,customer management,debugging,system administration,network configuration,software installation,security,tech support,updates,tci/ip,dhcp,wan/lan,ubuntu,virtualized networks,network automation,cloud management,ai,salesforce,mango db,math,calculus,product launch,mvp
+technical skills,ajenti,django-suit,django-xadmin,flask-admin,flower,grappelli,wooey,algorithms,pypattyrn,python-patterns,sortedcontainers,django-simple-captcha,django-simple-spam-blocker,django-compressor,django-pipeline,django-storages,fanstatic,fileconveyor,flask-assets,jinja-assets-compressor,webassets,audiolazy,audioread,beets,dejavu,django-elastic-transcoder,eyed3,id3reader,m3u8,mingus,pyaudioanalysis,pydub,pyechonest,talkbox,timeside,tinytag,authomatic,django-allauth,django-oauth-toolkit,flask-oauthlib,oauthlib,python-oauth2,python-social-auth,rauth,sanction,jose,pyjwt,python-jws,python-jwt,bitbake,buildout,platformio,pybuilder,scons,django-cms,djedi-cms,feincms,kotti,mezzanine,opps,plone,quokka,wagtail,widgy,beaker,diskcache,django-cache-machine,django-cacheops,django-viewlet,dogpile.cache,hermescache,johnny-cache,pylibmc,errbot,coala,code2flow,pycallgraph,flake8,pylama,pylint,mypy,asciimatics,cement,click,cliff,clint,colorama,docopt,gooey,python-fire,python-prompt-toolkit,aws-cli,bashplotlib,caniusepython3,cookiecutter,doitlive,howdoi,httpie,mycli,pathpicker,percol,pgcli,saws,thefuck,try,python-future,python-modernize,six,opencv,pyocr,pytesseract,simplecv,eventlet,gevent,multiprocessing,threading,tomorrow,uvloop,config,configobj,configparser,profig,python-decouple,cryptography,hashids,paramiko,passlib,pynacl,blaze,orange,pandas,cerberus,colander,jsonschema,schematics,valideer,voluptuous,altair,bokeh,ggplot,matplotlib,pygal,pygraphviz,pyqtgraph,seaborn,vispy,pickledb,pipelinedb,tinydb,zodb,mysql,mysql-python,mysqlclient,oursql,pymysql,postgresql,psycopg2,queries,txpostgres,apsw,pymssql,nosql,cassandra-python-driver,happybase,plyvel,py2neo,pycassa,pymongo,redis-py,telephus,txredis,arrow,chronyk,dateutil,delorean,moment,pendulum,pytime,pytz,when.py,ipdb,pdb++,pudb,remote-pdb,wdb,line_profiler,memory_profiler,profiling,vprof,caffe,keras,mxnet,neupy,pytorch,tensorflow,theano,ansible,cloud-init,cuisine,docker,fabric,fabtools,honcho,openstack,pexpect,psutil,saltstack,supervisor,dh-virtualenv,nuitka,py2app,py2exe,pyinstaller,pynsist,sphinx,awesome-sphinxdoc,mkdocs,pdoc,pycco,s3cmd,s4cmd,you-get,youtube-dl,alipay,cartridge,django-oscar,django-shop,merchant,money,python-currencies,forex-python,shoop,emacs,elpy,sublime,anaconda,sublimejedi,vim,jedi-vim,python-mode,youcompleteme,ptvs,visual,python,magic,liclipse,pycharm,spyder,envelopes,flanker,imbox,inbox.py,lamson,marrow,modoboa,nylas,yagmail,pipenv,p,pyenv,venv,virtualenv,virtualenvwrapper,imghdr,mimetypes,path.py,pathlib,python-magic,unipath,watchdog,cffi,ctypes,pycuda,swig,deform,django-bootstrap3,django-crispy-forms,django-remote-forms,wtforms,cytoolz,fn.py,funcy,toolz,curses,enaml,flexx,kivy,pyglet,pygobject,pyqt,pyside,pywebview,tkinter,toga,urwid,wxpython,cocos2d,panda3d,pygame,pyogre,pyopengl,pysdl2,renpy,django-countries,geodjango,geoip,geojson,geopy,pygeoip,beautifulsoup,bleach,cssutils,html5lib,lxml,markupsafe,pyquery,untangle,weasyprint,xmldataset,xmltodict,grequests,httplib2,requests,treq,urllib3,ino,keyboard,mouse,pingo,pyro,pyuserinput,scapy,wifi,hmap,imgseek,nude.py,pagan,pillow,pybarcode,pygram,python-qrcode,quads,scikit-image,thumbor,wand,clpython,cpython,cython,grumpy,ironpython,jython,micropython,numba,peachpy,pyjion,pypy,pysec,pyston,stackless,interactive,bpython,jupyter,ptpython,babel,pyicu,apscheduler,django-schedule,doit,gunnery,joblib,plan,schedule,spiff,taskflow,eliot,logbook,logging,sentry,metrics,nupic,scikit-learn,spark,vowpal_porpoise,xgboost,pyspark,luigi,mrjob,streamparse,dask,python(x,y),pythonlibs,pythonnet,pywin32,winpython,gensim,jieba,langid.py,nltk,pattern,polyglot,snownlp,spacy,textblob,mininet,pox,pyretic,sdx,asyncio,diesel,pulsar,pyzmq,twisted,txzmq,napalm,django-activity-stream,stream-framework,django,sqlalchemy,awesome-sqlalchemy,orator,peewee,ponyorm,pydal,python-sql,pip,conda,curdling,pip-tools,wheel,warehouse,bandersnatch,devpi,localshop,carteblanche,django-guardian,django-rules,delegator.py subprocesses for,sarge,sh,celery,huey,mrq,rq,simpleq,annoy,fastfm,implicit,libffm,lightfm,surprise,tensorrec,django-rest-framework,django-tastypie,flask,eve,flask-api-utils,flask-api,flask-restful,flask-restless,pyramid,cornice,falcon,hug,restless,ripozo,sandman,apistar,simplejsonrpcserver,simplexmlrpcserver,zerorpc,astropy,bcbio-nextgen,bccb,biopython,cclib,networkx,nipy,numpy,obspy,pydy,pymc,rdkit,scipy,statsmodels,sympy,zipline,simpy,django-haystack,elasticsearch-dsl-py,elasticsearch-py,esengine,pysolr,solrpy,whoosh,marshmallow,apex,python-lambda,zappa,tablib,marmir,openpyxl,pyexcel,python-docx,relatorio,unoconv,xlsxwriter,xlwings,xlwt / xlrd,pdf,pdfminer,pypdf2,reportlab,markdown,mistune,python-markdown,yaml,pyyaml,csvkit,unp,cactus,hyde,lektor,nikola,pelican,tinkerer,django-taggit,genshi,jinja2,mako,hypothesis,mamba,nose,nose2,pytest,robot,unittest,green,tox,locust,pyautogui,selenium,sixpack,splinter,doublex,freezegun,httmock,httpretty,mock,responses,vcr.py,factory_boy,mixer,model_mommy,mimesis,fake2db,faker,radar,chardet,difflib,ftfy,fuzzywuzzy,levenshtein,pangu.py,pyfiglet,pypinyin,shortuuid,unidecode,uniout,xpinyin,slugify,awesome-slugify,python-slugify,unicode-slugify,parser,phonenumbers,ply,pygments,pyparsing,python-nameparser,python-user-agents,sqlparse,apache-libcloud,boto3,django-wordpress,facebook-sdk,facepy,gmail,google-api-python-client,gspread,twython,furl,purl,pyshorteners,short_url,webargs,moviepy,scikit-video,wsgi-compatible,bjoern,fapws3,gunicorn,meinheld,netius,paste,rocket,uwsgi,waitress,werkzeug,haul,html2text,lassie,micawber,newspaper,opengraph,python-goose,python-readability,sanitize,sumy,textract,cola,demiurge,feedparser,grab,mechanicalsoup,portia,pyspider,robobrowser,scrapy,bottle,cherrypy,awesome-django,awesome-flask,awesome-pyramid,sanic,tornado,turbogears,web2py,github,autobahnpython,crossbar,django-socketio,websocket-for-python,javascript,php,c#,c++,ruby,css,c,objective-c,shell,scala,swift,matlab,clojure,octave,machine learning,data analytics,predictive analytics,html,js,accounts payable,receivables,inventory controls,payroll,deposits,bank reconciliation,planning and enacting cash-flows,report preparation,financial models,financial controls,documentation,time management,schedules,benchmarking,future state assessment,business process re-engineering,as-is analysis,defining solutions and scope,gap analysis,role change,wireframing,prototyping,user stories,financial analysis/modeling,swot analysis,quickbooks,quicken,erp,enterprise resource planning,spanish,german,rest,soap,json,website,ui,ux,design,crm,cms,communication,coding,windows,servers,unix,linux,redhat,solaris,java,perl,vb script,xml,database,oracle,microsoft sql,sql,microsoft word,microsoft powerpoint,powerpoint,word,excel,visio,microsoft visio,microsoft excel,adobe,photoshop,hadoop,hbase,hive,zookeeper,openserver,auto cad,pl/sql,ruby on rails,asp,jsp,operations,technical,training,sales,marketing,reporting,compliance,strategy,research,analytical,engineering,policies,budget,finance,project management,health,customer service,content,presentation,brand,presentations,safety,certification,seo,digital marketing,accounting,regulations,legal,engagement,analytics,distribution,coaching,testing,vendors,consulting,writing,contracts,inventory,retail,healthcare,regulatory,scheduling,construction,logistics,mobile,c�(programming language),correspondence,controls,human resources,specifications,recruitment,procurement,partnership,partnerships,management experience,negotiation,hardware,programming,agile,forecasting,advertising,business development,audit,architecture,supply chain,governance,staffing,continuous improvement,product development,networking,recruiting,product management,sap,troubleshooting,computer science,budgeting,electrical,customer experience,economics,information technology,transportation,social media,automation,lifecycle,filing,modeling,investigation,editing,purchasing,kpis,hospital,forecasts,acquisition,expenses,billing,workflow,product owner,analyze,cross functional,business process,process,improvement,pivot tables,pivot,vlookups,sharepoint,microsoft sharepoint,access database,access,test case,jira,tfs,hp alm,tableau,business object,business intelligence,jad,solicitation,kaban,vue.js,sketch,indesign,illustrator,english,french,active directory,data center,solution architecture,dns,network design,open source,desktop support,application support,administration,change management,video,invoices,administrative support,payments,lean,process improvement,installation,risk management,transactions,investigations,r (programming language),data analysis,statistics,protocols,program management,quality assurance,banking,outreach,sourcing,microsoft office,merchandising,r,teaching,pharmaceutical,fulfillment,positioning,tax,service delivery,investigate,editorial,account management,valid 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