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 > >
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