Hi Srinath and all, I'm just wondering, can't we make this a generic tool/product to analyze and visualize twitter data.
Ex: User provides us with some keywords and our tool does the analyzing/visualizing. The user can add more functionality if required ( customization) Thanks, Sachith On Mon, Jan 25, 2016 at 5:04 PM, Thusitha Kalugamage <thusi...@wso2.com> wrote: > Update, > > 1. Added assigned colors for candidate backgrounds as suggested. > 2. With Yasara's input on News tab, moved next to the Sentiment > Analysis Graph. > > Please visit http://thusithak.github.io/twitter-analytics/ to view > changes. > > On Mon, Jan 25, 2016 at 4:00 PM, Thusitha Kalugamage <thusi...@wso2.com> > wrote: > >> Hi Yudhanjaya, >> >> 1) Yes we could, but since the Image is appended dynamically I used the >> same property to create its background, >> If we are to use a color, we would have to parse a color property as >> well. @Dinali shall we do that? >> >> 2) Yes, Already added three tabs to ticker and moved "News" as one of >> three tabs in the second row [1] >> <http://thusithak.github.io/twitter-analytics/> >> >> [1] http://thusithak.github.io/twitter-analytics/ >> >> Regards, >> >> On Mon, Jan 25, 2016 at 12:23 PM, Yudhanjaya Wijeratne < >> yudhanj...@wso2.com> wrote: >> >>> Thanks Thusitha for the design. That looks clean! >>> Small critique: >>> 1) instead of having the candidate's image stretched out for the >>> background in his profile square, can we use the color we use to represent >>> him in the community graph? >>> 2) Is it possible to have an 'article ticker' before the sentiment >>> analysis box? We can feed the headlines in there. >>> >>> Best, >>> Yudha >>> >>> On Sun, Jan 24, 2016 at 7:30 PM, Thusitha Kalugamage <thusi...@wso2.com> >>> wrote: >>> >>>> Hi All, >>>> >>>> As per discussions we had previously, I came up with a quick design and >>>> worked on a markup. :) >>>> you can have a look at the static page here [1] >>>> <http://thusithak.github.io/twitter-analytics/>. >>>> >>>> *DInali / Yasara*: Please clone this repo [2] >>>> <https://github.com/thusithak/twitter-analytics>and start working on >>>> this. I will help you get the integration done. >>>> >>>> *Yudhanjaya* / *Srinath*, Let me know if we can improve on this. >>>> >>>> Please note that some of these images are copyrighted and must be >>>> revised before publishing. >>>> >>>> >>>> [1] http://thusithak.github.io/twitter-analytics/ >>>> [2] https://github.com/thusithak/twitter-analytics >>>> >>>> >>>> Regards, >>>> >>>> On Thu, Dec 3, 2015 at 11:05 AM, Dakshika Jayathilaka < >>>> daksh...@wso2.com> wrote: >>>> >>>>> Sure, I'll join for brainstorming. >>>>> >>>>> Regards, >>>>> >>>>> *Dakshika Jayathilaka* >>>>> PMC Member & Committer of Apache Stratos >>>>> Senior Software Engineer >>>>> WSO2, Inc. >>>>> lean.enterprise.middleware >>>>> 0771100911 >>>>> >>>>> On Thu, Dec 3, 2015 at 11:02 AM, Srinath Perera <srin...@wso2.com> >>>>> wrote: >>>>> >>>>>> Hi Dakshika, >>>>>> >>>>>> Yudhanjaya will create some mock view and meet you to brainstorm and >>>>>> get feedback. Yudhanjaya, grab me or get me via a phone to the same >>>>>> discussion. >>>>>> >>>>>> Thanks >>>>>> Srinath >>>>>> >>>>>> >>>>>> >>>>>> On Wed, Dec 2, 2015 at 12:54 PM, Dakshika Jayathilaka < >>>>>> daksh...@wso2.com> wrote: >>>>>> >>>>>>> Hi Srinath, >>>>>>> >>>>>>> Seems I missed this thread. Anyway shall we meet to build some good >>>>>>> story + design concept. >>>>>>> >>>>>>> Regards, >>>>>>> >>>>>>> *Dakshika Jayathilaka* >>>>>>> PMC Member & Committer of Apache Stratos >>>>>>> Senior Software Engineer >>>>>>> WSO2, Inc. >>>>>>> lean.enterprise.middleware >>>>>>> 0771100911 >>>>>>> >>>>>>> On Wed, Dec 2, 2015 at 11:49 AM, Yasara Dissanayake <yas...@wso2.com >>>>>>> > wrote: >>>>>>> >>>>>>>> Hi , >>>>>>>> Left Conner: >>>>>>>> Top 3 election candidates are displayed on the top and big letters >>>>>>>> and other candidates are displayed in left side bar. We can visit >>>>>>>> anyones >>>>>>>> page and this is the Trump page. >>>>>>>> >>>>>>>> Middle: >>>>>>>> Community Graph: >>>>>>>> Here display the Trump's community graph(that nodes represent the >>>>>>>> twitter account and also color of node indicates the different >>>>>>>> candidates and color shade is use to indicate the number of tweets >>>>>>>> produce by that account and sized of the node indicate the re tweet >>>>>>>> count >>>>>>>> of the that account gets) is at the middle. dinali is working on this. >>>>>>>> >>>>>>>> Re-tweet List >>>>>>>> List of top tweets displayed below the community graph based on the >>>>>>>> rank which directly proportion to the re-tweet count and inversely >>>>>>>> proportion to the life time of that tweets. >>>>>>>> >>>>>>>> Right Conner: >>>>>>>> >>>>>>>> Result of positive and negative sentiment analysis result is >>>>>>>> displayed below the photograph of owner of that page. Indent to display >>>>>>>> result using graph. Yudhanjaya is working on this. >>>>>>>> >>>>>>>> Below that display the owner's(here Trump's) unique hash tags which >>>>>>>> based on the popular tweets(Please consider this hashTags are updated >>>>>>>> with >>>>>>>> time). >>>>>>>> >>>>>>>> Doughnut graph is use to display the current winning percentage of >>>>>>>> that candidate compared to other candidates. Currently have only rough >>>>>>>> draft to be implemented after machine learning part . >>>>>>>> >>>>>>>> >>>>>>>> >>>>>>>> @Nirmal thank you. Still we are integrating our parts and still >>>>>>>> database is not completed yet. thank you for the correction it should >>>>>>>> be >>>>>>>> sentiment analysis. Hashtags are based on the popular tweets at that >>>>>>>> time. >>>>>>>> It change with the list of tweets which we are selected as most >>>>>>>> popular. >>>>>>>> Sentiment analysis not integrate to the dashboard yet percentage for >>>>>>>> Hillary Clinton is hard code value and we'll correct it.And upload the >>>>>>>> revised version soon. Thank you for the comments. >>>>>>>> >>>>>>>> regards, >>>>>>>> Yasara >>>>>>>> >>>>>>>> On Wed, Dec 2, 2015 at 10:09 AM, Nirmal Fernando <nir...@wso2.com> >>>>>>>> wrote: >>>>>>>> >>>>>>>>> Hi Yasara, >>>>>>>>> >>>>>>>>> Please explain the UI (as the UI is at very early stages, it's not >>>>>>>>> easy to grasp stuff) :-) >>>>>>>>> >>>>>>>>> On Wed, Dec 2, 2015 at 9:47 AM, Yasara Dissanayake < >>>>>>>>> yas...@wso2.com> wrote: >>>>>>>>> >>>>>>>>>> Hi, >>>>>>>>>> >>>>>>>>>> This is the snap shots of the final Integration of the website. >>>>>>>>>> >>>>>>>>>> Please leave your comments. >>>>>>>>>> >>>>>>>>>> regards. >>>>>>>>>> >>>>>>>>>> On Tue, Dec 1, 2015 at 1:34 PM, Yudhanjaya Wijeratne < >>>>>>>>>> yudhanj...@wso2.com> wrote: >>>>>>>>>> >>>>>>>>>>> +1 :) >>>>>>>>>>> >>>>>>>>>>> On Tue, Dec 1, 2015 at 1:10 PM, Srinath Perera <srin...@wso2.com >>>>>>>>>>> > wrote: >>>>>>>>>>> >>>>>>>>>>>> I might WFH. Shall we meet Thursday 11am? >>>>>>>>>>>> >>>>>>>>>>>> On Tue, Dec 1, 2015 at 12:20 PM, Yudhanjaya Wijeratne < >>>>>>>>>>>> yudhanj...@wso2.com> wrote: >>>>>>>>>>>> >>>>>>>>>>>>> Hi Srinath, >>>>>>>>>>>>> >>>>>>>>>>>>> +1 to all. I think sentiment analysis will take the form of a >>>>>>>>>>>>> x-y graph charting the ups and downs. Shall I come to Trace >>>>>>>>>>>>> tomorrow >>>>>>>>>>>>> morning? >>>>>>>>>>>>> >>>>>>>>>>>>> Thanks, >>>>>>>>>>>>> Yudha >>>>>>>>>>>>> >>>>>>>>>>>>> On Tue, Dec 1, 2015 at 11:21 AM, Srinath Perera < >>>>>>>>>>>>> srin...@wso2.com> wrote: >>>>>>>>>>>>> >>>>>>>>>>>>>> Hi Yudhanjaya, >>>>>>>>>>>>>> >>>>>>>>>>>>>> Yasara and Dinali have the basics for twitter graph and most >>>>>>>>>>>>>> important tweets in place. We need to design the story around >>>>>>>>>>>>>> this. ( I am >>>>>>>>>>>>>> ccing Dakshika so we can get UX feedback from him). >>>>>>>>>>>>>> >>>>>>>>>>>>>> Dakshika, we are trying to build a website to analyze the US >>>>>>>>>>>>>> election data for twitter. >>>>>>>>>>>>>> >>>>>>>>>>>>>> IMO we have not figured out the story yet, although we have >>>>>>>>>>>>>> individual pieces. Following are my comments. >>>>>>>>>>>>>> >>>>>>>>>>>>>> >>>>>>>>>>>>>> 1. Looking at Twitter graph, I feel showing number of >>>>>>>>>>>>>> tweet each user did does not tell anything useful. >>>>>>>>>>>>>> 2. I feel twitter graph should include all tweeps, not >>>>>>>>>>>>>> tweeter graph for one candidate. ( we can do color coding to >>>>>>>>>>>>>> show what are >>>>>>>>>>>>>> tweeps for focus candidate) >>>>>>>>>>>>>> 3. I agree users want to know about one candidate. But I >>>>>>>>>>>>>> think we need to show the data in contrast. Shall we show >>>>>>>>>>>>>> each candidate's >>>>>>>>>>>>>> data in contrast to the first. ( For first we contrast with >>>>>>>>>>>>>> second) >>>>>>>>>>>>>> >>>>>>>>>>>>>> We also need to do sentimental analysis one and figure out >>>>>>>>>>>>>> where it fit in. >>>>>>>>>>>>>> >>>>>>>>>>>>>> When you will be in Trace? We should meet and discuss. >>>>>>>>>>>>>> >>>>>>>>>>>>>> Thanks >>>>>>>>>>>>>> Srinath >>>>>>>>>>>>>> >>>>>>>>>>>>>> >>>>>>>>>>>>>> >>>>>>>>>>>>>> On Fri, Nov 20, 2015 at 8:34 AM, Yudhanjaya Wijeratne < >>>>>>>>>>>>>> yudhanj...@wso2.com> wrote: >>>>>>>>>>>>>> >>>>>>>>>>>>>>> Srinath, >>>>>>>>>>>>>>> >>>>>>>>>>>>>>> +1. RT's would show influence best. >>>>>>>>>>>>>>> >>>>>>>>>>>>>>> >>>>>>>>>>>>>>> >>>>>>>>>>>>>>> On Fri, Nov 20, 2015 at 8:32 AM, Srinath Perera < >>>>>>>>>>>>>>> srin...@wso2.com> wrote: >>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> Hi Yudhanjaya, >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> On Thu, Nov 19, 2015 at 3:40 PM, Yudhanjaya Wijeratne < >>>>>>>>>>>>>>>> yudhanj...@wso2.com> wrote: >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> Hi Srinath, >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> Regarding Dinali's graph, we had a chat and realized that >>>>>>>>>>>>>>>>> using the width of the edge makes the graph harder to read as >>>>>>>>>>>>>>>>> smaller >>>>>>>>>>>>>>>>> connections are hidden. What if we did it this way: >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> *Distance between nodes = 1 / RTs between nodes* >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> Actually we do not need to do anything. Force base layouts >>>>>>>>>>>>>>>> we use will put connected nodes closer and not connected nodes >>>>>>>>>>>>>>>> further. >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> This will bring together accounts that often retweet a >>>>>>>>>>>>>>>>> node's content. Less enthusiastic retweeters are further and >>>>>>>>>>>>>>>>> further out. >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> *Redness = no of RT's done by a node* >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> High RT accounts, like bots, will show up in stages of red >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> +1 >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> *Size of node = % of original tweets in sample space OR >>>>>>>>>>>>>>>>> number of RTs received by that node* >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> Content creators and popular influencers are larger >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> I would say let's go with RT's received by that node. IMO >>>>>>>>>>>>>>>> that is the best measure of influence. >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> Therefore we'll end up with a graph of large nodes >>>>>>>>>>>>>>>>> (popular influencers) surrounded closely by nodes that RT >>>>>>>>>>>>>>>>> them a lot and at >>>>>>>>>>>>>>>>> the edges of this little community will be the nodes that >>>>>>>>>>>>>>>>> don't RT them all >>>>>>>>>>>>>>>>> that often. >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> What do you think? >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> Best, >>>>>>>>>>>>>>>>> Yudha >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> On Thu, Nov 19, 2015 at 11:02 AM, Dinali Dabarera < >>>>>>>>>>>>>>>>> din...@wso2.com> wrote: >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>> Yes I will do sir. But I am doing some research on d3 by >>>>>>>>>>>>>>>>>> adding more features and directing getting data from DAS. I >>>>>>>>>>>>>>>>>> hope to do this >>>>>>>>>>>>>>>>>> as it will help in the future. >>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>> On Thu, Nov 19, 2015 at 9:38 AM, Srinath Perera < >>>>>>>>>>>>>>>>>> srin...@wso2.com> wrote: >>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>> We must use d3 or a d3 based one, as that WSO2 platform >>>>>>>>>>>>>>>>>>> uses. >>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>> Sample I shared shows how to do it with d3. >>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>> Thanks >>>>>>>>>>>>>>>>>>> Srinath >>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>> On Wed, Nov 18, 2015 at 3:36 PM, Dinali Dabarera < >>>>>>>>>>>>>>>>>>> din...@wso2.com> wrote: >>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>> Hi, >>>>>>>>>>>>>>>>>>>> I have created two tables on DAS which collects fresh >>>>>>>>>>>>>>>>>>>> data daily(more than 1000,000) and run a script which is >>>>>>>>>>>>>>>>>>>> scheduled hourly >>>>>>>>>>>>>>>>>>>> to collect data into two tables called NodeTable(nose , >>>>>>>>>>>>>>>>>>>> retweets order by >>>>>>>>>>>>>>>>>>>> retweets desc) and EdgeTable(src,dest,retweets order by >>>>>>>>>>>>>>>>>>>> retweets desc). >>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>> Now I have to create a node graph. Node size give u >>>>>>>>>>>>>>>>>>>> from NodeTable and Width of edge gives u from retweet >>>>>>>>>>>>>>>>>>>> count in EdgeTable >>>>>>>>>>>>>>>>>>>> of I have looked up lot of java script libraries such as >>>>>>>>>>>>>>>>>>>> vis.js, arbor.js, >>>>>>>>>>>>>>>>>>>> D3.js,sigmajs. >>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>> I couldn't figured out what is better (as most of them >>>>>>>>>>>>>>>>>>>> have specific to a single node and takes lot of time to >>>>>>>>>>>>>>>>>>>> study all) then i >>>>>>>>>>>>>>>>>>>> moved to d3.js as many have used and tried for different >>>>>>>>>>>>>>>>>>>> purposes. Can i >>>>>>>>>>>>>>>>>>>> get any other good suggestions for my graphing? >>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>> If you have good suggestions, please feel free to post >>>>>>>>>>>>>>>>>>>> them so that it will help me .. >>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>> Cheers! >>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>> On Tue, Nov 17, 2015 at 3:17 PM, Yasara Dissanayake < >>>>>>>>>>>>>>>>>>>> yas...@wso2.com> wrote: >>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>> @yudhanjaya >>>>>>>>>>>>>>>>>>>>> Ok.Now it's working.Popular tweets are now saved to on >>>>>>>>>>>>>>>>>>>>> database base on that rank from CEP. Wrote custom window >>>>>>>>>>>>>>>>>>>>> for siddi to >>>>>>>>>>>>>>>>>>>>> calculate that rank and sort them. Currently working with >>>>>>>>>>>>>>>>>>>>> design web page >>>>>>>>>>>>>>>>>>>>> using jaggery server. >>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>> Regards >>>>>>>>>>>>>>>>>>>>> Yasara >>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>> On Tue, Nov 17, 2015 at 3:11 PM, Yudhanjaya Wijeratne >>>>>>>>>>>>>>>>>>>>> <yudhanj...@wso2.com> wrote: >>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>> We'll have to talk to Srinath about that, I'm afraid. >>>>>>>>>>>>>>>>>>>>>> Let's get the RT system rolling first. Whatever we come >>>>>>>>>>>>>>>>>>>>>> up with the replies >>>>>>>>>>>>>>>>>>>>>> will also have to be displayed as part of that graph, so >>>>>>>>>>>>>>>>>>>>>> let's get the >>>>>>>>>>>>>>>>>>>>>> simpler stuff out of the way. >>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>> On Tue, Nov 17, 2015 at 2:54 PM, Yasara Dissanayake < >>>>>>>>>>>>>>>>>>>>>> yas...@wso2.com> wrote: >>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>> hi, >>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>> @Nipuna, >>>>>>>>>>>>>>>>>>>>>>> Dinali and me both are collecting retweets in same >>>>>>>>>>>>>>>>>>>>>>> manner which she explained earlier. Since I also >>>>>>>>>>>>>>>>>>>>>>> consider the details >>>>>>>>>>>>>>>>>>>>>>> original tweets of retweets. Thank you for comments and >>>>>>>>>>>>>>>>>>>>>>> link it would be >>>>>>>>>>>>>>>>>>>>>>> very useful. And about favorite count, isn't it a >>>>>>>>>>>>>>>>>>>>>>> separate option something >>>>>>>>>>>>>>>>>>>>>>> like like to the post which can do even non friends? >>>>>>>>>>>>>>>>>>>>>>> Here I mean the >>>>>>>>>>>>>>>>>>>>>>> publicity of tweet. that is initially when tweet are >>>>>>>>>>>>>>>>>>>>>>> published it will be >>>>>>>>>>>>>>>>>>>>>>> on friends wall. But it has not impact as much as >>>>>>>>>>>>>>>>>>>>>>> retweet and favorite >>>>>>>>>>>>>>>>>>>>>>> count. >>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>> @yudhanjaya >>>>>>>>>>>>>>>>>>>>>>> And what about the replies? if we consider them >>>>>>>>>>>>>>>>>>>>>>> there can be +1, 0 and -1 support for that tweet. do we >>>>>>>>>>>>>>>>>>>>>>> have to consider >>>>>>>>>>>>>>>>>>>>>>> them ? if so do we have to do some analysis? >>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>> regards, >>>>>>>>>>>>>>>>>>>>>>> Yasara >>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>> On Tue, Nov 17, 2015 at 2:38 PM, Yudhanjaya >>>>>>>>>>>>>>>>>>>>>>> Wijeratne <yudhanj...@wso2.com> wrote: >>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>> Hi Madhawa, Nipuna, >>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>> We'll be doing a bit of sentiment analysis later >>>>>>>>>>>>>>>>>>>>>>>> down the line using the stanford NLP implementation, >>>>>>>>>>>>>>>>>>>>>>>> but for now what we're >>>>>>>>>>>>>>>>>>>>>>>> trying to replicate in real-time is to >>>>>>>>>>>>>>>>>>>>>>>> a) rank tweets by freshness and popularity, which >>>>>>>>>>>>>>>>>>>>>>>> can give us some clue as to opinion influence and b) >>>>>>>>>>>>>>>>>>>>>>>> to basically do this >>>>>>>>>>>>>>>>>>>>>>>> https://iwringer.wordpress.com/2015/08/25/analysis-of-retweeting-patterns-in-sri-lankan-general-election/ >>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>> Best, >>>>>>>>>>>>>>>>>>>>>>>> Yudha >>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>> On Tue, Nov 17, 2015 at 2:27 PM, Nipuna Chandradasa >>>>>>>>>>>>>>>>>>>>>>>> <nipu...@wso2.com> wrote: >>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>> HI Madhawa >>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>> Context analysis in the sense we have to perform >>>>>>>>>>>>>>>>>>>>>>>>> Natural language processing right? I think this >>>>>>>>>>>>>>>>>>>>>>>>> require additional >>>>>>>>>>>>>>>>>>>>>>>>> libraries ... and this is not yet accurate most of >>>>>>>>>>>>>>>>>>>>>>>>> the time if we don't get >>>>>>>>>>>>>>>>>>>>>>>>> a right model... as we dealing with natural languages >>>>>>>>>>>>>>>>>>>>>>>>> .. >>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>> Regards, >>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>> On Tue, Nov 17, 2015 at 2:23 PM, Madhawa >>>>>>>>>>>>>>>>>>>>>>>>> Gunasekara <madha...@wso2.com> wrote: >>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>> Hi All, >>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>> IMO It's better to do a context analysis on these >>>>>>>>>>>>>>>>>>>>>>>>>> tweet texts and draw separate two graphs, (positive >>>>>>>>>>>>>>>>>>>>>>>>>> / negative) >>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>> Thanks, >>>>>>>>>>>>>>>>>>>>>>>>>> Madhawa >>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>> On Tue, Nov 17, 2015 at 2:13 PM, Nipuna >>>>>>>>>>>>>>>>>>>>>>>>>> Chandradasa <nipu...@wso2.com> wrote: >>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>> Hi, >>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>> I suggested above for if you are using tweeter >>>>>>>>>>>>>>>>>>>>>>>>>>> API directly .... i don't know whether these can be >>>>>>>>>>>>>>>>>>>>>>>>>>> done using wso2 twitter >>>>>>>>>>>>>>>>>>>>>>>>>>> connector. ... i'll look in to it .. >>>>>>>>>>>>>>>>>>>>>>>>>>> Sorry for the misdirection if above replies are >>>>>>>>>>>>>>>>>>>>>>>>>>> not helpful. >>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>> Regards, >>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>> On Tue, Nov 17, 2015 at 2:10 PM, Nipuna >>>>>>>>>>>>>>>>>>>>>>>>>>> Chandradasa <nipu...@wso2.com> wrote: >>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> Hi Yasara, >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> yeah you can check the retweets using >>>>>>>>>>>>>>>>>>>>>>>>>>>> retweeted_status as retweets contains slightly >>>>>>>>>>>>>>>>>>>>>>>>>>>> different json structure >>>>>>>>>>>>>>>>>>>>>>>>>>>> than tweets. But you have to keep track of whether >>>>>>>>>>>>>>>>>>>>>>>>>>>> your system already >>>>>>>>>>>>>>>>>>>>>>>>>>>> analyzed the original tweets of this retweets ... >>>>>>>>>>>>>>>>>>>>>>>>>>>> Because there can be a >>>>>>>>>>>>>>>>>>>>>>>>>>>> scenario where your system meet the retweet before >>>>>>>>>>>>>>>>>>>>>>>>>>>> the original tweet you >>>>>>>>>>>>>>>>>>>>>>>>>>>> are going to filter out that tweet and that data >>>>>>>>>>>>>>>>>>>>>>>>>>>> is loss.. >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> [1] link has some answer to this.... that a way >>>>>>>>>>>>>>>>>>>>>>>>>>>> you can edit the search query to filter out >>>>>>>>>>>>>>>>>>>>>>>>>>>> retweets .... >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> 1. >>>>>>>>>>>>>>>>>>>>>>>>>>>> http://stackoverflow.com/questions/21748880/exclude-retweets-in-twitter-search-api-1-1 >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> But the i don't know whether this solve the >>>>>>>>>>>>>>>>>>>>>>>>>>>> above scenario i mentioned .... But the above >>>>>>>>>>>>>>>>>>>>>>>>>>>> mentioned scenario is less >>>>>>>>>>>>>>>>>>>>>>>>>>>> likely to happen if it is a live stream and there >>>>>>>>>>>>>>>>>>>>>>>>>>>> are no waiting periods >>>>>>>>>>>>>>>>>>>>>>>>>>>> included.... >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> (You both replied while i'm typing the reply so >>>>>>>>>>>>>>>>>>>>>>>>>>>> ... following is the new suggestions .. but please >>>>>>>>>>>>>>>>>>>>>>>>>>>> go through above >>>>>>>>>>>>>>>>>>>>>>>>>>>> factors. those will help you understand how >>>>>>>>>>>>>>>>>>>>>>>>>>>> tweeter API's work ) >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> @ Dinali ... >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> +1 for your idea .. >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> @ Yasara .. >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> I think the favorites_count is calculated based >>>>>>>>>>>>>>>>>>>>>>>>>>>> on followers and retweets count ... >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> https://dev.twitter.com/faq/finding-%26-counting-things >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> Check before you do the same thing in your code. >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> Regards, >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> On Tue, Nov 17, 2015 at 1:04 PM, Yasara >>>>>>>>>>>>>>>>>>>>>>>>>>>> Dissanayake <yas...@wso2.com> wrote: >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>> Hi Nipuna, >>>>>>>>>>>>>>>>>>>>>>>>>>>>> For our part we have to analyze tweets real >>>>>>>>>>>>>>>>>>>>>>>>>>>>> time. For that currently we are planed to filter >>>>>>>>>>>>>>>>>>>>>>>>>>>>> retweets by considering >>>>>>>>>>>>>>>>>>>>>>>>>>>>> presence of retweeted_status attribute of a json >>>>>>>>>>>>>>>>>>>>>>>>>>>>> massage which send by >>>>>>>>>>>>>>>>>>>>>>>>>>>>> tweet object, within the CEP. Does it seems to be >>>>>>>>>>>>>>>>>>>>>>>>>>>>> a proper method? Do you >>>>>>>>>>>>>>>>>>>>>>>>>>>>> have any better idea ? >>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>> regards, >>>>>>>>>>>>>>>>>>>>>>>>>>>>> Yasara >>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>> On Tue, Nov 17, 2015 at 11:12 AM, Nipuna >>>>>>>>>>>>>>>>>>>>>>>>>>>>> Chandradasa <nipu...@wso2.com> wrote: >>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> Hi, >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> Is this connector the api provided by >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> twitter?... Then there are few things u have to >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> keep in mind... >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> 1. Twitter api gives each app 15 min waiting >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> period once app collect the data from api.... So >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> basically you have to wait >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> 15 min to get data again.... >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> 2. There are no filter system to filter >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> retweets.... What you can do is get data using >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> search query with date >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> periods.... And filter retweets in your app.... >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> Hope you find this helpful.... >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> Regards, >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> On 17 Nov 2015 10:11 a.m., "Dinali Dabarera" < >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> din...@wso2.com> wrote: >>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> Hi, >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> I collected tweets which has hash tag of >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> Trump >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> #trump,#donaldtrump,#trump2016,#makeamericagreatagain >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> from ESB through a twitter connector to >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> SPARK SQL tables in DAS. >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> The tweets are seems to be most probably >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> retweets. Is there any issue with the twitter >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> connector,is it collecting >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> only retweets? >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> Cheers!! >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> On Tue, Nov 17, 2015 at 8:49 AM, Yasara >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> Dissanayake <yas...@wso2.com> wrote: >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> Dinali Rosemin >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> University of Peradeniya (Computer >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> Engineering) >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> WSO2 Intern >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> 077-0198933 >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> _______________________________________________ >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> Dev mailing list >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> Dev@wso2.org >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> http://wso2.org/cgi-bin/mailman/listinfo/dev >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>>>>>>>>>>>>>>> Nipuna Marcus >>>>>>>>>>>>>>>>>>>>>>>>>>>> *Software Engineer* >>>>>>>>>>>>>>>>>>>>>>>>>>>> WSO2 Inc. >>>>>>>>>>>>>>>>>>>>>>>>>>>> http://wso2.com/ - "lean . enterprise . >>>>>>>>>>>>>>>>>>>>>>>>>>>> middleware" >>>>>>>>>>>>>>>>>>>>>>>>>>>> Mobile : +94 (0) 713 667906 >>>>>>>>>>>>>>>>>>>>>>>>>>>> nipu...@wso2.com >>>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>>>>>>>>>>>>>> Nipuna Marcus >>>>>>>>>>>>>>>>>>>>>>>>>>> *Software Engineer* >>>>>>>>>>>>>>>>>>>>>>>>>>> WSO2 Inc. >>>>>>>>>>>>>>>>>>>>>>>>>>> http://wso2.com/ - "lean . enterprise . >>>>>>>>>>>>>>>>>>>>>>>>>>> middleware" >>>>>>>>>>>>>>>>>>>>>>>>>>> Mobile : +94 (0) 713 667906 >>>>>>>>>>>>>>>>>>>>>>>>>>> nipu...@wso2.com >>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>> _______________________________________________ >>>>>>>>>>>>>>>>>>>>>>>>>>> Dev mailing list >>>>>>>>>>>>>>>>>>>>>>>>>>> Dev@wso2.org >>>>>>>>>>>>>>>>>>>>>>>>>>> http://wso2.org/cgi-bin/mailman/listinfo/dev >>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>>>>>>>>>>>>> *Madhawa Gunasekara* >>>>>>>>>>>>>>>>>>>>>>>>>> Software Engineer >>>>>>>>>>>>>>>>>>>>>>>>>> WSO2 Inc.; http://wso2.com >>>>>>>>>>>>>>>>>>>>>>>>>> lean.enterprise.middleware >>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>>> mobile: +94 719411002 <+94+719411002> >>>>>>>>>>>>>>>>>>>>>>>>>> blog: *http://madhawa-gunasekara.blogspot.com >>>>>>>>>>>>>>>>>>>>>>>>>> <http://madhawa-gunasekara.blogspot.com>* >>>>>>>>>>>>>>>>>>>>>>>>>> linkedin: *http://lk.linkedin.com/in/mgunasekara >>>>>>>>>>>>>>>>>>>>>>>>>> <http://lk.linkedin.com/in/mgunasekara>* >>>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>>>>>>>>>>>> Nipuna Marcus >>>>>>>>>>>>>>>>>>>>>>>>> *Software Engineer* >>>>>>>>>>>>>>>>>>>>>>>>> WSO2 Inc. >>>>>>>>>>>>>>>>>>>>>>>>> http://wso2.com/ - "lean . enterprise . middleware >>>>>>>>>>>>>>>>>>>>>>>>> " >>>>>>>>>>>>>>>>>>>>>>>>> Mobile : +94 (0) 713 667906 >>>>>>>>>>>>>>>>>>>>>>>>> nipu...@wso2.com >>>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>>>>>>>>>>> Yudhanjaya Wijeratne >>>>>>>>>>>>>>>>>>>>>>>> Marketing Officer, WSO2 Inc <http://www.wso2.com> >>>>>>>>>>>>>>>>>>>>>>>> +94775496911 | @yudhanjaya >>>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>>>>>>>>> Yudhanjaya Wijeratne >>>>>>>>>>>>>>>>>>>>>> Marketing Officer, WSO2 Inc <http://www.wso2.com> >>>>>>>>>>>>>>>>>>>>>> +94775496911 | @yudhanjaya >>>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>> _______________________________________________ >>>>>>>>>>>>>>>>>>>>> Dev mailing list >>>>>>>>>>>>>>>>>>>>> Dev@wso2.org >>>>>>>>>>>>>>>>>>>>> http://wso2.org/cgi-bin/mailman/listinfo/dev >>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>>>>>>> Dinali Rosemin >>>>>>>>>>>>>>>>>>>> University of Peradeniya (Computer Engineering) >>>>>>>>>>>>>>>>>>>> WSO2 Intern >>>>>>>>>>>>>>>>>>>> 077-0198933 >>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>> _______________________________________________ >>>>>>>>>>>>>>>>>>>> Dev mailing list >>>>>>>>>>>>>>>>>>>> Dev@wso2.org >>>>>>>>>>>>>>>>>>>> http://wso2.org/cgi-bin/mailman/listinfo/dev >>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>>>>>> ============================ >>>>>>>>>>>>>>>>>>> Blog: http://srinathsview.blogspot.com >>>>>>>>>>>>>>>>>>> twitter:@srinath_perera >>>>>>>>>>>>>>>>>>> Site: http://people.apache.org/~hemapani/ >>>>>>>>>>>>>>>>>>> Photos: http://www.flickr.com/photos/hemapani/ >>>>>>>>>>>>>>>>>>> Phone: 0772360902 >>>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>>>>> Dinali Rosemin >>>>>>>>>>>>>>>>>> University of Peradeniya (Computer Engineering) >>>>>>>>>>>>>>>>>> WSO2 Intern >>>>>>>>>>>>>>>>>> 077-0198933 >>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>>>> Yudhanjaya Wijeratne >>>>>>>>>>>>>>>>> Marketing Officer, WSO2 Inc <http://www.wso2.com> >>>>>>>>>>>>>>>>> +94775496911 | @yudhanjaya >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>>> ============================ >>>>>>>>>>>>>>>> Blog: http://srinathsview.blogspot.com >>>>>>>>>>>>>>>> twitter:@srinath_perera >>>>>>>>>>>>>>>> Site: http://people.apache.org/~hemapani/ >>>>>>>>>>>>>>>> Photos: http://www.flickr.com/photos/hemapani/ >>>>>>>>>>>>>>>> Phone: 0772360902 >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>> >>>>>>>>>>>>>>> >>>>>>>>>>>>>>> >>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>> Yudhanjaya Wijeratne >>>>>>>>>>>>>>> Marketing Officer, WSO2 Inc <http://www.wso2.com> >>>>>>>>>>>>>>> +94775496911 | @yudhanjaya >>>>>>>>>>>>>>> >>>>>>>>>>>>>> >>>>>>>>>>>>>> >>>>>>>>>>>>>> >>>>>>>>>>>>>> -- >>>>>>>>>>>>>> ============================ >>>>>>>>>>>>>> Blog: http://srinathsview.blogspot.com >>>>>>>>>>>>>> twitter:@srinath_perera >>>>>>>>>>>>>> Site: http://people.apache.org/~hemapani/ >>>>>>>>>>>>>> Photos: http://www.flickr.com/photos/hemapani/ >>>>>>>>>>>>>> Phone: 0772360902 >>>>>>>>>>>>>> >>>>>>>>>>>>> >>>>>>>>>>>>> >>>>>>>>>>>>> >>>>>>>>>>>>> -- >>>>>>>>>>>>> Yudhanjaya Wijeratne >>>>>>>>>>>>> Marketing Officer, WSO2 Inc <http://www.wso2.com> >>>>>>>>>>>>> +94775496911 | @yudhanjaya >>>>>>>>>>>>> >>>>>>>>>>>> >>>>>>>>>>>> >>>>>>>>>>>> >>>>>>>>>>>> -- >>>>>>>>>>>> ============================ >>>>>>>>>>>> Blog: http://srinathsview.blogspot.com twitter:@srinath_perera >>>>>>>>>>>> Site: http://people.apache.org/~hemapani/ >>>>>>>>>>>> Photos: http://www.flickr.com/photos/hemapani/ >>>>>>>>>>>> Phone: 0772360902 >>>>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>> -- >>>>>>>>>>> Yudhanjaya Wijeratne >>>>>>>>>>> Marketing Officer, WSO2 Inc <http://www.wso2.com> >>>>>>>>>>> +94775496911 | @yudhanjaya >>>>>>>>>>> >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> _______________________________________________ >>>>>>>>>> Dev mailing list >>>>>>>>>> Dev@wso2.org >>>>>>>>>> http://wso2.org/cgi-bin/mailman/listinfo/dev >>>>>>>>>> >>>>>>>>>> >>>>>>>>> >>>>>>>>> >>>>>>>>> -- >>>>>>>>> >>>>>>>>> Thanks & regards, >>>>>>>>> Nirmal >>>>>>>>> >>>>>>>>> Team Lead - WSO2 Machine Learner >>>>>>>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc. >>>>>>>>> Mobile: +94715779733 >>>>>>>>> Blog: http://nirmalfdo.blogspot.com/ >>>>>>>>> >>>>>>>>> >>>>>>>>> >>>>>>>> >>>>>>>> _______________________________________________ >>>>>>>> Dev mailing list >>>>>>>> Dev@wso2.org >>>>>>>> http://wso2.org/cgi-bin/mailman/listinfo/dev >>>>>>>> >>>>>>>> >>>>>>> >>>>>> >>>>>> >>>>>> -- >>>>>> ============================ >>>>>> Blog: http://srinathsview.blogspot.com twitter:@srinath_perera >>>>>> Site: http://people.apache.org/~hemapani/ >>>>>> Photos: http://www.flickr.com/photos/hemapani/ >>>>>> Phone: 0772360902 >>>>>> >>>>> >>>>> >>>>> _______________________________________________ >>>>> Dev mailing list >>>>> Dev@wso2.org >>>>> http://wso2.org/cgi-bin/mailman/listinfo/dev >>>>> >>>>> >>>> >>>> >>>> -- >>>> Thusitha Kalugamage >>>> *Software Engineer* >>>> Mobile : +94 (0) 774 074370 >>>> Tel : +94 (0) 112 145 345 >>>> thusi...@wso2.com >>>> >>> >>> >>> >>> -- >>> Yudhanjaya Wijeratne >>> Marketing Officer, WSO2 Inc <http://www.wso2.com> >>> +94775496911 | @yudhanjaya >>> >> >> >> >> -- >> Thusitha Kalugamage >> *Software Engineer* >> Mobile : +94 (0) 774 074370 >> Tel : +94 (0) 112 145 345 >> thusi...@wso2.com >> > > > > -- > Thusitha Kalugamage > *Software Engineer* > Mobile : +94 (0) 774 074370 > Tel : +94 (0) 112 145 345 > thusi...@wso2.com > > _______________________________________________ > Dev mailing list > Dev@wso2.org > http://wso2.org/cgi-bin/mailman/listinfo/dev > > -- Sachith Withana Software Engineer; WSO2 Inc.; http://wso2.com E-mail: sachith AT wso2.com M: +94715518127 Linked-In: <http://goog_416592669>https://lk.linkedin.com/in/sachithwithana
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