[{"data":1,"prerenderedAt":243},["ShallowReactive",2],{"project-5395535":3},{"id":4,"name":5,"line":6,"line_source":7,"title":8,"url":9,"domain":10,"maker":11,"posted_at":12,"year":13,"points":14,"comments":15,"rank_in_year":16,"shown_in_year":17,"top":18,"tier":19,"category":20,"subcategory":21,"format":22,"keywords":23,"reception":27,"sentiment":28,"stance_mix":29,"scored_comments":34,"aspects":35,"strip":44,"post_text":45,"what":46,"said":63,"maker_in_thread":129,"shape":135,"grid":139,"attempts":205,"same_week":206,"maker_shows":31,"maker_hidden":235,"reader_version":236,"card":237},"5395535","Faith in Humanity","Gauge of the World's Faith in Humanity","title","Show HN: Gauge of the World's Faith in Humanity","http:\u002F\u002Fthefaithinhumanity.com\u002F","thefaithinhumanity.com","imkevinxu",1363626597,2013,49,24,511,1739,30,"shown","ai","sentiment analysis","web_app",[21,24,25,26],"twitter sentiment","keyword classifier","faith in humanity","roasted",-0.451,{"positive":30,"neutral":31,"mixed":32,"critical":33},1,5,2,11,19,{"execution":36,"performance":38,"idea":40,"privacy":42,"design":43},{"positive":37,"critical":37},0,{"positive":37,"critical":39},6,{"positive":37,"critical":41},3,{"positive":37,"critical":30},{"positive":30,"critical":30},[41,41,30,30,41,30,37,41,41,37,30,41,30,30,37,41,31,30,30,37,30,37,30,30],null,{"problem":45,"audience":45,"pricing":45,"motivation":45,"time_to_build":45,"stack":47,"openness":60,"stage":61,"team_size":62},[48,56],{"value":49,"source":50,"evidence":51},"Python","inferred",[52],{"id":53,"by":54,"text":55},"5396737","callmecosmas","Pretty much: https:\u002F\u002Fgithub.com\u002Fimkevinxu\u002Ffaithinhumanity\u002Fblob\u002Fmaster\u002Ffaithinhumanity_app\u002Fmanagement\u002Fcommands\u002Ftweet_scraper.py",{"value":57,"source":50,"evidence":58},"Django",[59],{"id":53,"by":54,"text":55},"open_source","launched","unknown",{"praise":64,"objections":73,"requests":104,"questions":120,"alternatives":128},[65],{"value":66,"source":67,"evidence":68},"Cool little weekend hack with a nice UI","commenter",[69],{"id":70,"by":71,"text":72},"5396350","jimmybook","Cool little weekend hack. Love the UI. It's a refreshing take on sentiment analysis.",[74,93],{"value":75,"source":67,"evidence":76},"Sentiment analysis misclassifies many tweets, including negated phrases",[77,81,85,89],{"id":78,"by":79,"text":80},"5395786","jstanley","Pretty neat, though it looks like the sentiment analysis could use some work. There are quite a lot of negative ones on the positive side. EDIT: Might be useful to expand this…",{"id":82,"by":83,"text":84},"5395860","ScottBurson","I see some positive ones on the negative side too: \"Batman no!! You can't lose your faith in humanity!\" \"You must not lose faith in humanity. [...] - Gandhi\" I don't know how the…",{"id":86,"by":87,"text":88},"5396598","anigbrowl","They'll be cancelled out by false positives, eg 'I try to maintain my my faith in humanity. Sometimes I succeed.'",{"id":90,"by":91,"text":92},"5397275","xijuan","Some are misclassified, such as \"before I lose faith\", or \"else I will lost faith\"",{"value":94,"source":67,"evidence":95},"Measuring humanity via Twitter is not representative",[96,100],{"id":97,"by":98,"text":99},"5396089","joshrotenberg","I can't help but lose a little faith in humanity when I see that faith in humanity is measured via Twitter.",{"id":101,"by":102,"text":103},"5396161","RyanIyengar","Twitter is not the world or a meaningful representation of the world.",[105,113],{"value":106,"source":107,"evidence":108},"Allow users to enter their own search terms","maker",[109,110],{"id":78,"by":79,"text":80},{"id":111,"by":11,"text":112},"5396283","Hi! Creator here, yes the sentiment analysis could definitely use more work but we've found our naiive approach to be about 95% accurate which was good enough for our MVP.…",{"value":114,"source":67,"evidence":115},"Let users correct sentiment labels to improve the algorithm",[116],{"id":117,"by":118,"text":119},"5395832","locopati","Or allow page viewers to move something from one column to the other and have the back-end receive notification so that it modifies its sentiment algorithm automagically.",[121],{"value":122,"source":67,"evidence":123},"What is the naive approach used for classification?",[124],{"id":125,"by":126,"text":127},"5396683","fatjokes","Might I ask what exactly is the naive approach? Is it simply searching for keywords like \"lose\", \"lost\", etc?",[],{"comments":32,"answered":30,"key":130},[131,132],{"id":111,"text":112},{"id":133,"text":134},"5396617","Wow! Really interesting, and weird. We aren't using anything Facebook-related besides the like button and we don't even have a registered Facebook app or secret keys or anything.…",{"commenters":136,"max_depth":137,"maker_replies":32,"first_comment_mins":138,"lifespan_hours":31},22,4,27,[140,142,144,146,149,152,153,155,157,158,162,165,169,171,175,177,180,182,186,188,192,194,198,202],[78,37,41,141,79,37],"project\u002Fmixed\u002Fexecution",[117,37,41,143,118,37],"project\u002Fneutral\u002Fperformance",[82,37,30,145,83,37],"project\u002Fcritical\u002Fperformance",[147,37,30,145,148,37],"5396174","Fishkins",[150,37,41,143,151,37],"5396480","kafkaesque",[86,37,30,145,87,37],[111,37,37,154,11,30],"maker\u002Fneutral\u002Fperformance",[125,37,41,156,126,37],"maker\u002Fneutral\u002Fexecution",[53,37,41,156,54,37],[159,30,37,160,161,37],"5396603","other\u002Fneutral\u002Fnone","rickyyean",[163,32,30,145,164,37],"5396498","generalpf",[166,41,41,167,168,37],"5395847","project\u002Fmixed\u002Fperformance","farmdawgnation",[97,137,30,170,98,37],"project\u002Fcritical\u002Fidea",[172,31,30,173,174,37],"5396588","project\u002Fcritical\u002Fprivacy","ambiate",[133,31,37,176,11,30],"maker\u002Fneutral\u002Fprivacy",[178,31,41,179,174,37],"5396656","project\u002Fneutral\u002Fprivacy",[70,39,31,181,71,37],"project\u002Fpositive\u002Fdesign",[183,39,30,184,185,37],"5396599","project\u002Fcritical\u002Fdesign","kps",[101,187,30,170,102,37],7,[189,187,37,190,191,37],"5396392","commenter\u002Fneutral\u002Fidea","patrickmay",[90,193,30,145,91,37],8,[195,196,37,160,197,37],"5397518",9,"peapicker",[199,200,30,145,201,37],"5395762",10,"saraid216",[203,33,30,170,204,37],"5397297","eli_gottlieb",[],[207,212,217,221,226,231],{"id":208,"name":209,"points":210,"category":211},"5395463","XKCD-inspired StackSort",948,"languages",{"id":213,"name":214,"points":215,"category":216},"5380056","Intro.js",716,"dev_tools",{"id":218,"name":219,"points":220,"category":216},"5407499","Webflow",503,{"id":222,"name":223,"points":224,"category":225},"5372183","CupidWithFriends",200,"web_saas",{"id":227,"name":228,"points":229,"category":230},"5377130","Replace Reader",175,"productivity",{"id":232,"name":233,"points":234,"category":216},"5386713","Advanced Namespace Tools (ANTS)",131,false,"v2",{"id":238,"name":5,"line":6,"ai":235,"cat":20,"year":13,"points":14,"comments":15,"rec":27,"s":239,"top":18,"kw":240,"maker":11,"domain":10,"tier":19,"attempts":37,"strip":241,"url":9,"mix":242,"praise":66,"objection":75,"sub":21},5395535,-0.45,[21,24,25,26],"331131033013110351101011",[30,31,32,33],1794036504999]