Hilary Clinton isn't listed as a top tweep, but the community graph suggests otherwise.
On Fri, Mar 4, 2016 at 3:19 PM, Srinath Perera <srin...@wso2.com> wrote: > Feedback I gave is not included! > > Too much room between most popular links. > When we show tweets, make the text and tweet account names same size ( > like twitter does) > > Look good otherwise. > > --Srinath > > On Fri, Mar 4, 2016 at 3:00 PM, Dinali Dabarera <din...@wso2.com> wrote: > >> Hi everyone, >> >> >> This is the latest update on US Election 2016 Analytic Dashboard. >> This is running @ >> https://52.77.25.83:9453/twitter-analyticsV3/index.html until this hosts. >> >> Thank you! >> >> >> >> On Fri, Mar 4, 2016 at 11:29 AM, Yasara Dissanayake <yas...@wso2.com> >> wrote: >> >>> hi , >>> adding Chehara >>> >>> On Mon, Feb 29, 2016 at 8:51 AM, Srinath Perera <srin...@wso2.com> >>> wrote: >>> >>>> We can. It will be our twitter toolbox. >>>> >>>> --Srinath >>>> >>>> On Mon, Feb 29, 2016 at 8:43 AM, Sachith Withana <sach...@wso2.com> >>>> wrote: >>>> >>>>> 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 >>>>> >>>> >>>> >>>> >>>> -- >>>> ============================ >>>> 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 >>>> >>>> >>> >>> _______________________________________________ >>> 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 >> > > > > -- > ============================ > 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 > > -- Thanks & regards, Nirmal Team Lead - WSO2 Machine Learner Associate Technical Lead - Data Technologies Team, WSO2 Inc. Mobile: +94715779733 Blog: http://nirmalfdo.blogspot.com/
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