[{"data":1,"prerenderedAt":420},["ShallowReactive",2],{"project-21533921":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":28,"sentiment":29,"stance_mix":30,"scored_comments":35,"aspects":36,"strip":46,"post_text":48,"what":49,"said":106,"maker_in_thread":226,"shape":238,"grid":242,"attempts":380,"same_week":381,"maker_shows":38,"maker_hidden":412,"reader_version":413,"card":414},"21533921","Bamboolib","A GUI for Pandas (Python Data Science)","title","Show HN: Bamboolib – A GUI for Pandas (Python Data Science)","https:\u002F\u002Fbamboolib.com\u002Fdemo","bamboolib.com","__tobals__",1573722114,2019,119,61,390,2195,18,"notable","dev_tools","data wrangling gui","library",[24,25,26,27],"pandas","python gui","data wrangling","jupyter","curious",-0.246,{"positive":31,"neutral":32,"mixed":33,"critical":34},5,23,1,13,42,{"idea":37,"docs":39,"design":41,"pricing":42,"execution":44,"performance":45},{"positive":33,"critical":38},2,{"positive":40,"critical":33},0,{"positive":33,"critical":38},{"positive":40,"critical":43},4,{"positive":40,"critical":33},{"positive":40,"critical":33},[31,47,47,47,47,47,40,33,40,33,47,47,47,33,31,47,33,33,40,47,33,40,47,47,47,40,33,33,33,47,33,33,47,40,33,40,33,31,47,31],3,null,{"problem":50,"audience":57,"pricing":65,"motivation":48,"time_to_build":48,"stack":76,"openness":103,"stage":104,"team_size":105},{"value":51,"source":52,"evidence":53},"Writing repetitive pandas code for data transformation and exploration","maker",[54],{"id":55,"by":11,"text":56},"21535116","Our main target user is a professional python data scientist that wants to be faster at data wrangling and visualization so that they can focus on understanding the data instead…",{"value":58,"source":52,"evidence":59},"Professional Python data scientists",[60,61],{"id":55,"by":11,"text":56},{"id":62,"by":63,"text":64},"21545424","kite_and_code","Actually, all our initial users are professional data scientists who work at least 10-20h per week with pandas. This is also reflected in the pricing. They like the opportunity…",{"value":66,"source":67,"evidence":68},"Annual license around $600\u002Fyear; about $49 per month per maker's comment","commenter",[69,73],{"id":70,"by":71,"text":72},"21534741","madmaze","Looks great, but not a fan of the licensing model! $600\u002Fyear for something thats 99% open source? https:\u002F\u002Fbamboolib.8080labs.com\u002Fpricing\u002F",{"id":74,"by":63,"text":75},"21535112","Interesting to see that you already think about replacing Excel. We won't go that far. Currently, bamboolib is intended to save time for Python Data Scientists and therefore it…",[77,84,89,96],{"value":78,"source":67,"evidence":79},"Python",[80],{"id":81,"by":82,"text":83},"21535729","sauwan","As a non-data-scientist who does some infrequent data analysis in python, this looks amazing. But not something I think we can justify paying for with the amount of analysis I…",{"value":24,"source":67,"evidence":85},[86],{"id":87,"by":63,"text":88},"21545269","Thank you for your feedback! How often do you perform analyses? And what do you think is something that you can justify paying? We would like to find a suitable pricing schema…",{"value":90,"source":67,"evidence":91},"Jupyter",[92],{"id":93,"by":94,"text":95},"21535921","set92","Because is mainly using Jupyter Notebook, Python and Pandas. In this times is normal for companies to create their own products using open source products, but to some people is…",{"value":97,"source":67,"evidence":98},"ipywidgets",[99],{"id":100,"by":101,"text":102},"21534767","simlan","Looks really interesting. The GUI is purely built on ipywidgets correct ?","paid","launched","company",{"praise":107,"objections":131,"requests":174,"questions":195,"alternatives":204},[108,119],{"value":109,"source":67,"evidence":110},"Makes pandas easier to learn and use with generated code",[111,115],{"id":112,"by":113,"text":114},"21534524","westurner","This looks excellent. The ability to generate the Python code for the pandas dataframe transformations looks to be more useful than OpenRefine, TBH. How much work would it be to…",{"id":116,"by":117,"text":118},"21534561","Pinegulf","This looks user friendly and will certainly have impact on ppl learning python\u002Fpandas. Yet not for me as I do not like the 'click to create macro code'. They never have all the…",{"value":120,"source":67,"evidence":121},"Demo looks excellent and useful",[122,123,127],{"id":112,"by":113,"text":114},{"id":124,"by":125,"text":126},"21533982","mnist91","Looks awesome!",{"id":128,"by":129,"text":130},"21534686","helloiloveyou","This is certainly amazing! Thanks!",[132,144,152,163],{"value":133,"source":67,"evidence":134},"Pricing is too high for the value",[135,136,140],{"id":70,"by":71,"text":72},{"id":137,"by":138,"text":139},"21535036","amrrs","If this is supposed to replace Microsoft Excel - Would an enterprise be willing to pay $500 \u002F month for this thing instead of getting an entire Office Suite? I don't want to…",{"id":141,"by":142,"text":143},"21537560","argument_clinic","Awesome demo, so you deserve some honest feedback. After the demo I looked at the pricing and immediately decided it's not worth it by far. From the viewpoint of a freelance…",{"value":145,"source":67,"evidence":146},"Not open source",[147,148],{"id":81,"by":82,"text":83},{"id":149,"by":150,"text":151},"21537145","ebg13","I'm sad that it's not open source, because I want to add functionality and now I can't.",{"value":153,"source":67,"evidence":154},"Binder link is slow or fails to load",[155,159],{"id":156,"by":157,"text":158},"21534817","bayesian_horse","In terms of resource utilization I recommend to link to the youtube videos first and not to a \"binder\" url that starts up a jupyter container...",{"id":160,"by":161,"text":162},"21535454","ddgflorida","Error loading 8080labs\u002Fbamboolib_binder_template\u002Fmaster!",{"value":164,"source":67,"evidence":165},"Target audience unclear; UI may suit non-coders poorly",[166,170],{"id":167,"by":168,"text":169},"21534937","pplonski86","Who is your target user? I think that if user is able to install jupyter notebook, pandas and load data with python, there is a high chance that user can also search pandas…",{"id":171,"by":172,"text":173},"21535140","missosoup","This doesn't accelerate professional data scientists. To me the only use of this tool is to make available the more complex uses of pandas to individuals without the…",[175,182,191],{"value":176,"source":67,"evidence":177},"Support for Dask or other dataframe backends",[178,179],{"id":112,"by":113,"text":114},{"id":180,"by":11,"text":181},"21540664","I am happy you like it :) About (1) - (3): I will have a look at those features, but thanks a lot for the feedback. About (4): we currently support pandas, but be basically want…",{"value":183,"source":67,"evidence":184},"Plugin or extension architecture",[185,188],{"id":186,"by":150,"text":187},"21537175","> What do you think about this hybrid approach? What I want is to be able to add new functionality to the bamboo UI via new buttons for specific functionality that you don't…",{"id":189,"by":63,"text":190},"21545358","That sounds great and is something that is already considered to some extent in the current software architecture. Can you name one exact feature that you would like to add?…",{"value":192,"source":67,"evidence":193},"Cheaper freelancer or personal license",[194],{"id":141,"by":142,"text":143},[196,200],{"value":197,"source":67,"evidence":198},"Will it be open-sourced?",[199],{"id":81,"by":82,"text":83},{"value":201,"source":67,"evidence":202},"Is it built on ipywidgets?",[203],{"id":100,"by":101,"text":102},[205,212,216,220],{"value":206,"source":67,"evidence":207},"Trifacta \u002F Cloud Dataprep",[208],{"id":209,"by":210,"text":211},"21542577","hv42","The UI is heavily inspired by the one from Trifacta\u002FCloud Dataprep. (i.e. histograms when selecting columns, brushing to start a transformation...) I guess that makes it easy to…",{"value":213,"source":67,"evidence":214},"OpenRefine",[215],{"id":112,"by":113,"text":114},{"value":217,"source":67,"evidence":218},"Excel \u002F LibreOffice",[219],{"id":137,"by":138,"text":139},{"value":221,"source":67,"evidence":222},"pandas-profiling",[223],{"id":224,"by":113,"text":225},"21626702","In the past, I've looked at OpenRefine and Jupyter integration. Once I've learned to do data transformation with pandas and sklearn with code, I'll report back to you.…",{"comments":227,"answered":43,"key":228},11,[229,232,235],{"id":230,"text":231},"21545234","Could you send me a link to the docs where they say which ones are not included in Pandas? Would love to take a closer look at his.",{"id":233,"text":234},"21543103","Yes, we looked at many different tools for inspiration and Trifacta was among them. For join in action, you can watch this video: https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=r59Q19oCMr8&t=3s…",{"id":236,"text":237},"21535066","So if I understand you correctly, you deem the price for the annual license too high? Could you elaborate on what you mean by 99% open source and how that relates to your…",{"commenters":239,"max_depth":240,"maker_replies":227,"first_comment_mins":240,"lifespan_hours":241},26,6,265,[243,245,248,250,253,255,257,260,262,264,268,270,272,273,274,277,279,282,285,287,291,293,296,298,300,301,302,303,305,307,310,312,316,318,321,322,323,325,327,330,333,335,338,340,343,345,348,349,350,354,355,357,359,362,364,366,368,373,374,376,378],[112,40,31,244,113,40],"project\u002Fpositive\u002Fidea",[246,40,47,247,157,40],"21534822","project\u002Fneutral\u002Fnone",[230,40,40,249,11,33],"maker\u002Fneutral\u002Fdocs",[251,40,47,252,113,40],"21626710","project\u002Fneutral\u002Fdocs",[209,40,47,254,210,40],"project\u002Fneutral\u002Fdesign",[233,40,40,256,11,33],"maker\u002Fneutral\u002Fnone",[258,40,47,259,63,40],"21545206","maker\u002Fneutral\u002Fidea",[224,40,47,261,113,40],"project\u002Fneutral\u002Fidea",[81,33,47,263,82,40],"project\u002Fmixed\u002Fpricing",[265,33,40,266,267,40],"21542890","commenter\u002Fneutral\u002Fnone","yuvapavan",[87,33,47,269,63,40],"maker\u002Fneutral\u002Fpricing",[70,38,33,271,71,40],"project\u002Fcritical\u002Fpricing",[236,38,40,269,11,33],[93,38,33,271,94,40],[275,38,40,266,276,40],"21536476","IanCal",[100,47,47,278,101,40],"project\u002Fneutral\u002Fexecution",[280,47,47,281,63,40],"21535158","maker\u002Fneutral\u002Fexecution",[283,43,40,284,138,40],"21534880","other\u002Fneutral\u002Fnone",[286,43,47,256,63,40],"21535117",[288,43,33,289,290,40],"21537161","maker\u002Fcritical\u002Fnone","mellosouls",[292,43,40,256,11,33],"21537603",[294,43,31,295,290,40],"21537682","maker\u002Fpositive\u002Fnone",[297,43,47,256,63,40],"21545551",[299,43,47,256,63,40],"21545307",[137,31,33,271,138,40],[74,31,47,269,63,40],[141,31,33,271,142,40],[304,31,40,269,11,33],"21540692",[306,31,47,269,63,40],"21545648",[308,31,40,284,309,40],"21535325","acomjean",[116,240,33,311,117,40],"project\u002Fcritical\u002Fdesign",[313,240,40,314,315,40],"21534600","commenter\u002Fneutral\u002Fdesign","brodoll",[317,240,40,314,63,40],"21535149",[319,240,47,320,63,40],"21535142","maker\u002Fneutral\u002Fdesign",[186,240,47,261,150,40],[189,240,47,259,63,40],[324,240,47,261,150,40],"21552393",[326,240,47,259,63,40],"21560050",[328,329,40,247,11,33],"21533956",7,[331,329,33,311,332,40],"21540693","mkl",[334,329,40,256,11,33],"21545422",[336,329,33,337,332,40],"21550570","project\u002Fcritical\u002Fdocs",[339,329,47,249,63,40],"21560062",[156,341,33,342,157,40],8,"project\u002Fcritical\u002Fperformance",[344,341,47,249,63,40],"21545573",[167,346,33,347,168,40],9,"project\u002Fcritical\u002Fidea",[55,346,40,259,11,33],[171,346,33,347,172,40],[351,346,40,352,353,40],"21535255","commenter\u002Fneutral\u002Fidea","tastroder",[62,346,47,259,63,40],[356,346,40,284,168,40],"21535551",[358,346,40,256,11,33],"21540630",[149,360,33,361,150,40],10,"project\u002Fcritical\u002Fnone",[363,360,40,256,11,33],"21537678",[365,360,47,259,63,40],"21545378",[160,227,33,367,161,40],"project\u002Fcritical\u002Fexecution",[369,370,31,371,372,40],"21537328",12,"project\u002Fpositive\u002Fdesign","RocketSyntax",[180,370,40,256,11,33],[375,370,47,320,63,40],"21545515",[128,34,31,377,129,40],"project\u002Fpositive\u002Fnone",[124,379,31,377,125,40],14,[],[382,387,392,397,402,407],{"id":383,"name":384,"points":385,"category":386},"21559139","Chatwoot",417,"web_saas",{"id":388,"name":389,"points":390,"category":391},"21561613","BrowserGap",253,"security_privacy",{"id":393,"name":394,"points":395,"category":396},"21587935","EasyDB",158,"data",{"id":398,"name":399,"points":400,"category":401},"21558343","2019",144,"ai",{"id":403,"name":404,"points":405,"category":406},"21545291","Scholarref tools",127,"productivity",{"id":408,"name":409,"points":410,"category":411},"21547369","Faster UTF-8 validator",122,"languages",false,"v2",{"id":415,"name":5,"line":6,"ai":412,"cat":20,"year":13,"points":14,"comments":15,"rec":28,"s":416,"top":18,"kw":417,"maker":11,"domain":10,"tier":19,"attempts":40,"strip":418,"url":9,"mix":419,"praise":109,"objection":133,"sub":21},21533921,-0.25,[24,25,26,27],"5333330101333153110310333011131130101535",[31,32,33,34],1793990998092]