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
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