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Url Shortener project based on spring boot [power off]

1. Results analysis [fire]

Berlin Startup Jobs, URLs analysis

Table 1. Berlin Startup Jobs, URLs analysis
URLs 2020-01 URLs 2020-02 URLs 2020-03
===== analyze urls =====
Total URLs '248' in analyze
===== analyze urls =====
('engineer', 108)
('senior', 84)
('developer', 69)
('software', 38)
('backend', 37)
('frontend', 30)
('fullstack', 22)
('devops', 21)
('javascript', 17)
('finleap', 16)
('qa', 13)
('manager', 12)
('java', 11)
('datascientist', 11)
('android', 10)
('engineering', 10)
('node', 9)
('data', 8)
('of', 8)
('python', 8)
('hellofresh', 8)
('labs', 8)
('analytics', 7)
('react', 7)
('teamlead', 7)
('technology', 7)
('junior', 7)
('fit', 6)
('commercetools', 6)
('learning', 6)
('it', 6)
('analyst', 6)
('lieferando', 5)
('zattoo', 5)
('or', 5)
('machine', 5)
('ag', 5)
('lead', 5)
('ios', 5)
('de', 5)
('tester', 4)
('go', 4)
('head', 4)
('and', 4)
('business', 4)
('intelligence', 4)
('development', 4)
('automation', 4)
('for', 4)
('web', 4)
('zizooboats', 4)
('e', 4)
('sellics', 4)
('fraugster', 4)
('3t', 4)
('media', 3)
('zenjob', 3)
('solutions', 3)
('heyjobs', 3)
('cloud', 3)
('vision', 3)
('tech', 3)
('startup', 3)
('kayak', 3)
('camunda', 3)
('services', 3)
('up42', 3)
('hamburg', 3)
('a', 3)
('arweave', 3)
('specialist', 3)
('vimcar', 3)
('adjust', 3)
('solution', 3)
('middle', 3)
('fulltime', 3)
('technical', 3)
('logistics', 3)
('product', 3)
('prisma', 3)
('stackfuel', 3)
('rasa', 3)
('cto', 3)
('at', 3)
('php', 3)
('architrave', 3)
('tooltime', 2)
('mitte', 2)
('quality', 2)
('humanoo', 2)
...
===== analyze urls =====
Total URLs '223' in analyze
===== analyze urls =====
('engineer', 92)
('senior', 78)
('developer', 68)
('software', 34)
('backend', 32)
('frontend', 25)
('fullstack', 18)
('devops', 18)
('react', 12)
('manager', 12)
('android', 11)
('javascript', 11)
('java', 11)
('finleap', 11)
('engineering', 9)
('lead', 9)
('qa', 8)
('data', 8)
('teamlead', 8)
('services', 7)
('it', 7)
('mobile', 7)
('web', 7)
('node', 7)
('technology', 7)
('fit', 7)
('analytics', 7)
('datascientist', 6)
('native', 6)
('lieferando', 6)
('relayr', 5)
('analyst', 5)
('project', 5)
('technical', 5)
('zattoo', 5)
('kayak', 4)
('support', 4)
('soniq', 4)
('rubyonrails', 4)
('health', 4)
('tech', 4)
('startup', 4)
('tester', 4)
('digital', 4)
('real', 4)
('a', 4)
('go', 4)
('e', 4)
('ios', 4)
('automation', 4)
('logistics', 4)
('or', 4)
('stackfuel', 4)
('hellofresh', 4)
('bewatec', 4)
('2', 4)
('commercetools', 4)
('learning', 4)
('development', 4)
('de', 4)
('labs', 4)
('heyjobs', 3)
('middle', 3)
('minddoc', 3)
('at', 3)
('ventures', 3)
('intelligence', 3)
('app', 3)
('junior', 3)
('bonify', 3)
('entwickler', 3)
('blinkist', 3)
('pair', 3)
('finance', 3)
('for', 3)
('specialist', 3)
('fraugster', 3)
('media', 3)
('machine', 3)
('of', 3)
('vision', 3)
('ag', 3)
('up42', 3)
('arweave', 3)
('adjust', 3)
('prisma', 3)
('klang', 2)
('games', 2)
('co', 2)
('infrastructure', 2)
...

Cell in column 1, row 2

Berlin Startup Jobs, Tags analysis

Table 2. Berlin Startup Jobs, Tags analysis
Tags 2020-01 Tags 2020-02 Tags 2020-03
===== analyze tags =====
Total tags '1020' in analyze
===== analyze tags =====
('javascript', 43)
('python', 37)
('java', 25)
('react', 25)
('node', 21)
('aws', 19)
('backend', 19)
('go', 18)
('qa', 18)
('frontend', 18)
('developer', 17)
('devops', 16)
('android', 13)
('sql', 12)
('development', 12)
('postgresql', 12)
('typescript', 12)
('engineer', 12)
('docker', 11)
('kubernetes', 11)
('fullstack', 11)
('software', 10)
('data science', 10)
('frontend development', 9)
('css', 9)
('ios', 9)
('kotlin', 8)
('mysql', 8)
('php', 7)
('mobile', 7)
('machine learning', 7)
('ruby on rails', 7)
('html', 7)
('software engineer', 7)
('software development', 6)
('cloud', 6)
('backend development', 6)
('fullstack developer', 6)
('git', 5)
('senior', 5)
('terraform', 5)
('data', 5)
('c', 5)
('saas', 5)
('fintech', 5)
('swift', 5)
('react native', 5)
('graphql', 5)
('scrum', 4)
('e-commerce', 4)
('linux', 4)
('kanban', 4)
('ai', 4)
('ml', 4)
('api', 4)
('bi', 4)
('apis', 4)
('objective-c', 4)
('manager', 4)
('testing', 4)
('sre', 4)
('mongodb', 4)
('test', 4)
('engineering', 4)
('tester', 4)
('app', 3)
('gcp', 3)
('infrastructure', 3)
('entwicklung', 3)
('entwickler', 3)
('business intelligence', 3)
('ruby', 3)
('venture', 3)
('microservices', 3)
('databases', 3)
('ror', 3)
('angular', 3)
('redis', 2)
('mqtt', 2)
('mentor', 2)
('coffescript', 2)
('data base', 2)
('datenbank', 2)
('fashion', 2)
('international', 2)
('mode', 2)
('digital health', 2)
('administrator', 2)
('security', 2)
('support', 2)
('web developer', 2)
('qa automation', 2)
('deep learning', 2)
('backend engineer', 2)
('agile', 2)
('erlang', 2)
('mobile development', 2)
('ecommerce', 2)
('engineering manager', 2)
('google analytics', 2)
('flask', 2)
('english', 2)
('looker', 2)
('middle-level', 2)
('technical writer', 2)
('react/redux', 2)
('r', 2)
('technology', 2)
('director', 2)
('web development', 2)
('design', 2)
('rest', 2)
('frontend engineer', 2)
('selenium', 2)
('crypto', 2)
('blockchain', 2)
('pandas', 2)
('scikit-learn', 2)
('kafka', 2)
('open source', 2)
('gaming', 2)
('angularjs', 2)
('nlp', 2)
('backend developer', 2)
...
===== analyze tags =====
Total tags '907' in analyze
===== analyze tags =====
('javascript', 40)
('java', 28)
('python', 27)
('go', 24)
('node', 21)
('react', 21)
('backend', 20)
('frontend', 16)
('aws', 15)
('developer', 15)
('android', 14)
('development', 14)
('sql', 13)
('fullstack', 12)
('kubernetes', 11)
('typescript', 11)
('ruby on rails', 10)
('devops', 10)
('software', 9)
('git', 9)
('docker', 9)
('ios', 9)
('qa', 9)
('frontend development', 8)
('swift', 8)
('postgresql', 8)
('engineer', 8)
('mobile', 7)
('c', 7)
('data science', 7)
('react native', 7)
('kotlin', 7)
('ruby', 7)
('mysql', 7)
('ai', 6)
('objective-c', 6)
('css', 5)
('html', 5)
('mongodb', 5)
('senior', 5)
('machine learning', 5)
('software development', 5)
('php', 4)
('api', 4)
('graphql', 4)
('cloud', 4)
('software engineer', 4)
('e-commerce', 4)
('unity', 3)
('rest', 3)
('security', 3)
('testing', 3)
('digital health', 3)
('angular', 3)
('team lead', 3)
('app', 3)
('kafka', 3)
('bi', 3)
('data', 3)
('lead', 3)
('business intelligence', 3)
('infrastructure', 3)
('scrum', 3)
('software engineering', 3)
('gcp', 3)
('terraform', 3)
('entwicklung', 3)
('linux', 3)
('apis', 3)
('manager', 3)
('databases', 3)
('rest-api', 2)
('mmo', 2)
('proptech', 2)
('ad-tech', 2)
('bash', 2)
('spark', 2)
('product', 2)
('ux', 2)
('hardware', 2)
('support', 2)
('rails', 2)
('redux', 2)
('fullstack developer', 2)
('b2b', 2)
('ci', 2)
('backend developer', 2)
('music', 2)
('web testing', 2)
('agile', 2)
('scrum master', 2)
('js', 2)
('redshift', 2)
('css3', 2)
('html5', 2)
('ci/cd', 2)
('blockchain', 2)
('automotive', 2)
('vr', 2)
('microservices', 2)
('project management', 2)
('web development', 2)
('sre', 2)
('springboot', 2)
('automation', 2)
('redis', 2)
('mentor', 2)
('coffescript', 2)
('data base', 2)
('datenbank', 2)
('fashion', 2)
('international', 2)
('mode', 2)
('entwickler', 2)
('kanban', 2)
('ml', 2)
('backend development', 2)
('qa automation', 2)
('deep learning', 2)
('erlang', 2)
('mobile development', 2)
('engineering manager', 2)
('technical writer', 2)
('technology', 2)
...

data

Stack Overflow, URLs analysis

Table 3. Stack Overflow, Urls analysis
URLs 2020-01 URLs 2020-02 URLs 2020-03
===== analyze urls =====
Total URLs '506' in analyze
===== analyze urls =====
('engineer', 201)
('senior', 188)
('developer', 136)
('backend', 77)
('software', 70)
('java', 60)
('frontend', 51)
('fullstack', 34)
('zalando', 32)
('devops', 31)
('engineering', 29)
('python', 24)
('react', 23)
('lead', 23)
('plus', 22)
('ag', 22)
('javascript', 22)
('data', 22)
('auto1', 20)
('ios', 18)
('manager', 18)
('entwickler', 18)
('delivery', 18)
('hero', 18)
('technologies', 16)
('for', 15)
('ebay', 15)
('junior', 14)
('f%C3%BCr', 14)
('softwareentwickler', 13)
('datascientist', 13)
('web', 13)
('cloud', 13)
('php', 12)
('digital', 12)
('product', 12)
('deutschland', 12)
('internet', 11)
('android', 11)
('solution', 11)
('c', 10)
('a', 10)
('teamlead', 10)
('deloitte', 10)
('mobile', 9)
('the', 9)
('architect', 9)
('on', 9)
('sre', 9)
('nodejs', 9)
('solutions', 8)
('idealo', 8)
('platform', 8)
('systems', 8)
('expert', 8)
('kotlin', 8)
('scala', 8)
('analyst', 8)
('go', 7)
('qa', 7)
('senacor', 7)
('of', 7)
('embedded', 7)
('aws', 7)
('services', 7)
('middle', 7)
('co', 7)
('tech', 7)
('circ', 7)
('fintech', 6)
('smava', 6)
('at', 6)
('net', 6)
('bundesnachrichtendienst', 6)
('specialist', 6)
('machine', 6)
('logistics', 6)
('und', 6)
('akelius', 6)
('consultant', 6)
('e', 6)
('diconium', 6)
('ratepay', 6)
('techlead', 5)
('gruppe', 5)
('designer', 5)
('linux', 5)
('visual', 5)
('meta', 5)
('with', 5)
('development', 5)
('it', 5)
('and', 5)
('male', 5)
('scout24', 5)
('am', 5)
('adneom', 5)
('mobility', 5)
('health', 5)
('4flow', 5)
('hays', 5)
('plc', 5)
('sumup', 4)
('bigdata', 4)
('marketing', 4)
('leading', 4)
('wbs', 4)
('mobimeo', 4)
('azure', 4)
('yunar', 4)
('by', 4)
('ambidexter', 4)
('lautsprecher', 4)
('teufel', 4)
('universal', 4)
('group', 4)
('security', 4)
('learning', 4)
('finleap', 4)
('system', 4)
('heavenhr', 4)
('angular', 4)
('running', 4)
('business', 4)
('intelligence', 4)
('management', 4)
('head', 4)
('ui', 4)
('choco', 4)
('architrave', 4)
('restaurant', 4)
('sap', 4)
('ruby', 4)
('axel', 4)
('springer', 4)
('clevershuttle', 4)
('ght', 4)
('app', 4)
('hellofresh', 4)
('as', 4)
('technical', 4)
('kg', 4)
('neufund', 4)
('robotics', 4)
('verimi', 3)
('blinkist', 3)
('relayr', 3)
('symfony', 3)
('neofonie', 3)
('travel', 3)
('deutsches', 3)
('zentrum', 3)
('luft', 3)
('ux', 3)
('identity', 3)
('freighthub', 3)
('ai', 3)
('or', 3)
('technology', 3)
('project', 3)
('xain', 3)
('oetker', 3)
('payment', 3)
('ultra', 3)
('tendency', 3)
('anwendungsentwickler', 3)
('consumer', 3)
('omio', 3)
('iot', 3)
('here', 3)
('operations', 3)
('sonnen', 3)
('network', 3)
('das', 3)
('b%C3%BCro', 3)
('draht', 3)
('search', 3)
('everestate', 3)
('core', 3)
('algorithm', 3)
('elinvar', 3)
('unbelievable', 3)
('standort', 3)
('global', 3)
('comtravo', 3)
('commerce', 3)
('sustainability', 3)
('native', 3)
('administrator', 3)
('test', 3)
('im', 3)
('units', 3)
('experience', 3)
('rubyonrails', 3)
('owner', 3)
('gnosis', 3)
('service', 3)
('user', 3)
('celeraone', 3)
('company', 3)
('market', 3)
('leader', 3)
('pricing', 3)
('aroundhome', 3)
('rocket', 3)
('tra', 3)
('staff', 2)
('per', 2)
('typescript', 2)
('praktikum', 2)
('softwareentwicklung', 2)
('mathematiker', 2)
('naturwissenschaftler', 2)
('als', 2)
('audience', 2)
('computer', 2)
('director', 2)
('emlix', 2)
('qt', 2)
('intermediate', 2)
('assecor', 2)
('retresco', 2)
('access', 2)
('vuejs', 2)
('fromatob', 2)
('brighter', 2)
('lounge', 2)
('coordinator', 2)
('focus', 2)
('kubernetes', 2)
('portal', 2)
('webtrekk', 2)
('luxoft', 2)
('dxc', 2)
('iav', 2)
('verivox', 2)
('our', 2)
('application', 2)
('an', 2)
('deep', 2)
('nomitri', 2)
('team', 2)
('partner', 2)
('industrial', 2)
('smart', 2)
('steel', 2)
('doctolib', 2)
('build', 2)
('urban', 2)
('sports', 2)
('deutsche', 2)
('rentenversicherung', 2)
('lendico', 2)
('research', 2)
('retail', 2)
('audibene', 2)
('irm', 2)
('piloteers', 2)
('quarters', 2)
('living', 2)
('api', 2)
('flixbus', 2)
('bonial', 2)
('international', 2)
('brands', 2)
('sellics', 2)
('marketplace', 2)
('analytics', 2)
('fachinformatiker', 2)
('stadtwerke', 2)
('potsdam', 2)
('automation', 2)
('to', 2)
('design', 2)
('ospin', 2)
('talque', 2)
('real', 2)
('life', 2)
('3yourmind', 2)
('vollzeit', 2)
('botspot', 2)
('teamleiter', 2)
('sesame', 2)
('ververica', 2)
('unity', 2)
('3d', 2)
('public', 2)
('field', 2)
('help', 2)
('us', 2)
('become', 2)
('standard', 2)
('mimi', 2)
('hearing', 2)
('synfioo', 2)
('medical', 2)
('bereich', 2)
('vue', 2)
('lindera', 2)
('container', 2)
('pair', 2)
('finance', 2)
('spring', 2)
...
===== analyze urls =====
Total URLs '485' in analyze
===== analyze urls =====
('engineer', 212)
('senior', 195)
('developer', 124)
('backend', 71)
('software', 68)
('java', 57)
('frontend', 48)
('zalando', 40)
('fullstack', 36)
('devops', 29)
('data', 26)
('lead', 26)
('react', 23)
('engineering', 22)
('python', 22)
('delivery', 20)
('hero', 20)
('javascript', 19)
('entwickler', 18)
('ebay', 18)
('ag', 18)
('product', 17)
('manager', 16)
('ios', 16)
('for', 16)
('plus', 15)
('f%C3%BCr', 13)
('datascientist', 13)
('web', 12)
('php', 12)
('technologies', 12)
('auto1', 12)
('qa', 11)
('junior', 11)
('internet', 11)
('go', 10)
('analyst', 10)
('a', 10)
('kotlin', 10)
('mobile', 9)
('sre', 9)
('digital', 9)
('cloud', 9)
('solutions', 9)
('systems', 9)
('android', 9)
('nodejs', 9)
('automation', 8)
('techlead', 8)
('services', 8)
('c', 8)
('fintech', 8)
('idealo', 8)
('on', 8)
('softwareentwickler', 7)
('bundesnachrichtendienst', 7)
('tech', 7)
('security', 7)
('smava', 7)
('architect', 7)
('the', 7)
('remote', 7)
('e', 7)
('platform', 7)
('circ', 7)
('am', 6)
('test', 6)
('ruby', 6)
('at', 6)
('teamlead', 6)
('logistics', 6)
('it', 6)
('akelius', 6)
('diconium', 6)
('ratepay', 6)
('scala', 5)
('medwing', 5)
('yunar', 5)
('by', 5)
('ambidexter', 5)
('build', 5)
('choco', 5)
('linux', 5)
('machine', 5)
('system', 5)
('heavenhr', 5)
('to', 5)
('as', 5)
('specialist', 5)
('bigdata', 5)
('and', 5)
('komoot', 5)
('owner', 5)
('consultant', 5)
('group', 5)
('with', 5)
('male', 5)
('scout24', 5)
('adneom', 5)
('4flow', 5)
('doctolib', 4)
('co', 4)
('service', 4)
('embedded', 4)
('management', 4)
('ui', 4)
('learning', 4)
('leading', 4)
('travel', 4)
('marketing', 4)
('retail', 4)
('blinkist', 4)
('company', 4)
('hellofresh', 4)
('keylight', 4)
('axel', 4)
('springer', 4)
('arweave', 4)
('administrator', 4)
('commerce', 4)
('business', 4)
('intelligence', 4)
('operations', 4)
('of', 4)
('aws', 4)
('designer', 4)
('senacor', 4)
('gruppe', 4)
('restaurant', 4)
('expert', 4)
('lautsprecher', 4)
('teufel', 4)
('running', 4)
('architrave', 4)
('clevershuttle', 4)
('ght', 4)
('mobility', 4)
('app', 4)
('neufund', 4)
('relayr', 3)
('standort', 3)
('verimi', 3)
('avm', 3)
('net', 3)
('oetker', 3)
('salesforce', 3)
('development', 3)
('freighthub', 3)
('network', 3)
('global', 3)
('health', 3)
('lendico', 3)
('deutschland', 3)
('international', 3)
('support', 3)
('or', 3)
('anwendungsentwickler', 3)
('optimal', 3)
('n26', 3)
('neofonie', 3)
('technik', 3)
('amboss', 3)
('here', 3)
('focus', 3)
('ultra', 3)
('tendency', 3)
('gnosis', 3)
('technical', 3)
('finleap', 3)
('visual', 3)
('meta', 3)
('sumup', 3)
('wbs', 3)
('mobimeo', 3)
('ai', 3)
('xain', 3)
('und', 3)
('angular', 3)
('sonnen', 3)
('das', 3)
('b%C3%BCro', 3)
('draht', 3)
('everestate', 3)
('elinvar', 3)
('comtravo', 3)
('sustainability', 3)
('native', 3)
('kg', 3)
('experience', 3)
('user', 3)
('market', 3)
('leader', 3)
('aroundhome', 3)
('rocket', 3)
('iot', 2)
('mit', 2)
('schwerpunkt', 2)
('ml6', 2)
('azure', 2)
('irm', 2)
('demand', 2)
('ux', 2)
('public', 2)
('field', 2)
('teraki', 2)
('search', 2)
('principal', 2)
('audience', 2)
('byrd', 2)
('sql', 2)
('oracle', 2)
('deutsches', 2)
('zentrum', 2)
('luft', 2)
('who', 2)
('likes', 2)
('venture', 2)
('leap', 2)
('dsp', 2)
('lofelt', 2)
('signavio', 2)
('monitoring', 2)
('trust', 2)
('absolvent', 2)
('cyber', 2)
('master', 2)
('microservices', 2)
('swarm64', 2)
('zweigstelle', 2)
('hive', 2)
('good', 2)
('medical', 2)
('identity', 2)
('new', 2)
('werkstudent', 2)
('per', 2)
('tooltime', 2)
('creditshelf', 2)
('director', 2)
('pair', 2)
('finance', 2)
('zeit', 2)
('online', 2)
('staff', 2)
('typescript', 2)
('praktikum', 2)
('softwareentwicklung', 2)
('symfony', 2)
('emlix', 2)
('retresco', 2)
('brighter', 2)
('lounge', 2)
('portal', 2)
('iav', 2)
('payment', 2)
('application', 2)
('an', 2)
('deep', 2)
('nomitri', 2)
('project', 2)
('coordinator', 2)
('partner', 2)
('industrial', 2)
('smart', 2)
('steel', 2)
('urban', 2)
('sports', 2)
('deutsche', 2)
('rentenversicherung', 2)
('team', 2)
('research', 2)
('audibene', 2)
('piloteers', 2)
('api', 2)
('flixbus', 2)
('bonial', 2)
('brands', 2)
('core', 2)
('talque', 2)
('real', 2)
('life', 2)
('3yourmind', 2)
('teamleiter', 2)
('algorithm', 2)
('sap', 2)
('ververica', 2)
('synfioo', 2)
('im', 2)
('bereich', 2)
('container', 2)
('rubyonrails', 2)
('spring', 2)
('liqid', 2)
('investments', 2)
('infrastructure', 2)
('babbel', 2)
('lesson', 2)
('nine', 2)
('blockchain', 2)
('celeraone', 2)
('internal', 2)
('prestacap', 2)
('supply', 2)
...

3

Stack Overflow, Tags analysis

Table 4. Stack Overflow, Tags analysis
Tags 2020-01 Tags 2020-02 Tags 2020-03
===== analyze tags =====
Total tags '2122' in analyze
===== analyze tags =====
('java', 149)
('javascript', 92)
('python', 91)
('amazon-web-services', 86)
('react', 84)
('docker', 48)
('kubernetes', 47)
('node', 44)
('sql', 42)
('microservices', 35)
('spring', 33)
('kotlin', 31)
('ios', 30)
('php', 30)
('linux', 29)
('rest', 27)
('sysadmin', 27)
('scala', 26)
('typescript', 26)
('postgresql', 25)
('c++', 24)
('android', 24)
('go', 23)
('swift', 23)
('css', 22)
('spring-boot', 21)
('cloud', 21)
('continuous-integration', 20)
('mysql', 19)
('jenkins', 18)
('agile', 16)
('html', 16)
('c#', 14)
('mobile', 14)
('user-experience', 13)
('mongodb', 13)
('terraform', 13)
('user-interface', 12)
('elasticsearch', 12)
('machine-learning', 11)
('rubyonrails', 11)
('git', 11)
('apache-spark', 10)
('api', 10)
('angularjs', 10)
('hadoop', 10)
('embedded', 9)
('ansible', 9)
('jira', 9)
('ruby', 9)
('tdd', 9)
('.net', 8)
('objective-c', 8)
('angular', 8)
('apache-kafka', 8)
('testing', 8)
('graphql', 8)
('vue.js', 8)
('r', 8)
('react-native', 8)
('aws', 7)
('devops', 7)
('azure', 7)
('mvvm', 7)
('database', 7)
('backend', 7)
('windows', 7)
('redux', 7)
('html5', 7)
('symfony', 7)
('architecture', 6)
('java-ee', 6)
('oop', 6)
('c', 6)
('frontend', 6)
('automation', 6)
('scrum', 6)
('django', 6)
('algorithm', 5)
('symfony2', 5)
('design-patterns', 5)
('qt', 5)
('selenium', 5)
('hibernate', 5)
('css3', 5)
('jvm', 5)
('business-intelligence', 5)
('apache', 4)
('qa', 4)
('design', 4)
('oracle', 4)
('sap', 4)
('sql-server', 4)
('salt-stack', 3)
('google-cloud-platform', 3)
('datascientist', 3)
('automated-tests', 3)
('embedded-linux', 3)
('junit', 3)
('project-management', 3)
('cassandra', 3)
('cucumber', 3)
('security', 3)
('deep-learning', 3)
('flask', 3)
('unix', 3)
('json', 3)
('kanban', 3)
('tableau', 3)
('responsive-design', 3)
('cognos', 3)
('xml', 3)
('twig', 3)
('java-8', 3)
('eclipse', 3)
('redis', 3)
('dicom', 3)
('flutter', 3)
('api-design', 3)
('pandas', 3)
('prometheus', 3)
('shell', 3)
('functional-programming', 3)
('elixir', 3)
('blockchain', 3)
('ethereum', 3)
('laravel', 3)
('restful-architecture', 3)
('unit-testing', 3)
('data-structures', 2)
('etl', 2)
('rust', 2)
('amazon-redshift', 2)
('ab-testing', 2)
('open-source', 2)
('asp.net', 2)
('istio', 2)
('web-services', 2)
('yocto', 2)
('python-3.x', 2)
('computer-vision', 2)
('bigdata', 2)
('cloudera', 2)
('javafx', 2)
('iot', 2)
('distributed-system', 2)
('aws-lambda', 2)
('macos', 2)
('clojure', 2)
('kibana', 2)
('e-commerce', 2)
('product-management', 2)
('.net-core', 2)
('tcp-ip', 2)
('abap', 2)
('vuejs', 2)
('cordova', 2)
('sketch-3', 2)
('nosql', 2)
('jquery', 2)
('unity3d', 2)
('tensorflow', 2)
('opencv', 2)
('bash', 2)
('cocoa', 2)
('apex', 2)
('http', 2)
('active-directory', 2)
...
===== analyze tags =====
Total tags '2020' in analyze
===== analyze tags =====
('java', 142)
('python', 93)
('amazon-web-services', 91)
('javascript', 89)
('react', 78)
('sql', 45)
('kubernetes', 44)
('node', 40)
('docker', 38)
('microservices', 34)
('typescript', 29)
('kotlin', 29)
('php', 28)
('postgresql', 26)
('spring', 26)
('linux', 26)
('ios', 26)
('c++', 25)
('css', 25)
('go', 23)
('sysadmin', 23)
('scala', 21)
('cloud', 21)
('android', 21)
('swift', 20)
('html', 19)
('rest', 18)
('agile', 18)
('spring-boot', 18)
('continuous-integration', 17)
('mysql', 17)
('ruby', 14)
('terraform', 13)
('mobile', 13)
('automation', 11)
('angular', 11)
('user-interface', 11)
('git', 11)
('rubyonrails', 10)
('vue.js', 10)
('testing', 10)
('selenium', 10)
('redux', 10)
('user-experience', 10)
('apache-spark', 10)
('backend', 10)
('api', 10)
('jenkins', 9)
('elasticsearch', 9)
('c#', 8)
('machine-learning', 8)
('graphql', 8)
('objective-c', 8)
('c', 7)
('azure', 7)
('web-services', 7)
('jvm', 7)
('security', 7)
('scrum', 7)
('mongodb', 7)
('windows', 7)
('angularjs', 7)
('ansible', 7)
('hadoop', 7)
('jira', 7)
('r', 7)
('tdd', 7)
('apache-kafka', 7)
('react-native', 7)
('design', 6)
('architecture', 6)
('devops', 6)
('database', 6)
('nosql', 5)
('elixir', 5)
('frontend', 5)
('qa', 5)
('django', 5)
('automated-tests', 5)
('oop', 5)
('symfony', 5)
('aws', 5)
('algorithm', 5)
('html5', 5)
('java-ee', 5)
('qt', 5)
('business-intelligence', 5)
('google-cloud-platform', 4)
('google-bigquery', 4)
('.net', 4)
('symfony2', 4)
('embedded', 4)
('bigdata', 4)
('flask', 4)
('oracle', 4)
('css3', 4)
('restful-architecture', 4)
('blockchain', 4)
('mvvm', 4)
('.net-core', 3)
('apache', 3)
('tensorflow', 3)
('bash', 3)
('erlang', 3)
('wordpress', 3)
('amazon-redshift', 3)
('continuous-deployment', 3)
('pandas', 3)
('hibernate', 3)
('rust', 3)
('ethereum', 3)
('tableau', 3)
('shell', 3)
('embedded-linux', 3)
('deep-learning', 3)
('project-management', 3)
('cognos', 3)
('redis', 3)
('design-patterns', 3)
('api-design', 3)
('sql-server', 3)
('salt-stack', 2)
('cucumber', 2)
('keras', 2)
('salesforce-lightning', 2)
('serverless', 2)
('xen', 2)
('maven', 2)
('kanban', 2)
('heroku', 2)
('jquery', 2)
('etl', 2)
('networking', 2)
('azure-devops', 2)
('dsp', 2)
('audio', 2)
('datascientist', 2)
('data-analysis', 2)
('cassandra', 2)
('perl', 2)
('github', 2)
('sass', 2)
('grafana', 2)
('webpack', 2)
('google-analytics', 2)
('ab-testing', 2)
('open-source', 2)
('python-3.x', 2)
('computer-vision', 2)
('unix', 2)
('javafx', 2)
('distributed-system', 2)
('twig', 2)
('e-commerce', 2)
('kibana', 2)
('product-management', 2)
('sketch-3', 2)
('prometheus', 2)
('flutter', 2)
('functional-programming', 2)
('apex', 2)
('active-directory', 2)
('opengl', 2)
('multi-touch', 2)
('unit-testing', 2)
('junit', 2)
('dicom', 2)
('eclipse', 2)
...

3