• #LokSabhaElections2019,  Elections2019,  Phase 2,  Social Media,  VotingRound2

    #LokSabhaElections2019 Phase 1 vs Phase 2

    Phase 1 Phase 2 Total number of tweets (original, RTs, quotes) 235,833 280,256 Retweets 181,681 228,588 Quotes 8,697 6,296 Original tweet 45,455 45,372 Hashtags 123 91 Unique users who posted the tweets 99,794 84,659 Top 5 languages used in the post (derived the language from the Twitter JSON) English (140,163) Hindi (66,980) Telugu (2,899) Tamil (1,780) Marathi (1,510) English (134,325) Hindi (69,489) Tamil (40,903) Oriya (3,809) Marathi (2,752) Top 5 devices used to do the posts Twitter for Android (155,805) Twitter for iPhone (31,251) Twitter Web Client (22,930) Twitter Web App (16,871) Twitter for iPad (2,623) Twitter for Android (207,830) Twitter Web Client (24,847) Twitter for iPhone (22,312) Twitter Web…

  • #LokSabhaElections2019,  Elections2019,  Phase1,  Social Computing,  VotingRound1

    Phase 1 #LokSabhaElections2019 Social Media Round-up

    Today the first of the seven phases of Lok Sabha Elections 2019 went underway in India; we had 91 constituencies spread across 20 states that went for polling. 14.21 crore Indians are expected to have casted their vote today. We collected Twitter data using 123 hashtags, and collected over 2 lakh tweets from 0300hrs until 1900hrs (stay tuned, we will make these data public soon). The cumulative distribution graph of the Tweets posted over the duration of the data collection with the top 5 hashtags can be seen below. The same graph, but depicting the Tweets posted with the top 5 mentions can be seen below. Further, we share the…

  • #LokSabhaElections2019,  Elections2019,  Research,  Social Computing

    NaMo Vs RaGa: On Twitter, YouTube, Facebook, Instagram, and LinkedIn

    As the nation gears up for the first phase of the parliamentary elections tomorrow, it will be interesting to see in detail the emerging candidates vying for the seat of the Prime Minister seat. Taking forward our empirical analysis of Social Media dialogues around elections, we analyze the two primary candidates, Narendra Modi (NaMo) and Rahul Gandhi (RaGa). In this blog, we have a look at their presence on Twitter, Facebook, YouTube, Instagram, and LinkedIn. Before we get into the analysis of their profiles, we quickly visit the recently released manifestos of each of their parties and share a word cloud of the topics addressed in them. To obtain this…

  • #LokSabhaElections2019,  Elections2019,  Research,  Social Computing

    Who-Follows-Whom?, #ChaupalOnTwitter, Political Satire Videos

    Who-Follows-Whom? Earlier in our ongoing blog series on the forthcoming Indian parliamentary elections we had characterized the following network of verified political handles. Today we share the results of analysing the follower/following patterns of these handles amongst each other. To understand the interactions between the political handles (otherwise parties), we populate a table which shows the ratio of total number of followings of one party to another by the total number of handles of that party. Below is the table with all the counts of followings of each party’s members against another party’s handles, e.g. total number of connections from all AAP accounts following BJP accounts is 912. Next, we…

    Comments Off on Who-Follows-Whom?, #ChaupalOnTwitter, Political Satire Videos
  • Elections2019,  Research,  Social Computing

    The #MainBhiChowkidar Campaign: 30% Verified, 36% non-verified Handles added Chowkidar to their Name

    Below is the first occurrence of the #MainBhiChowkidar by @narendramodi The tweet was dated March 15th 0900hrs IST. This hashtag was part of the campaign; we found this hashtag trending in India by 1100hrs. We were interested in studying the different facets of this campaign, in particular, name changes in the user name of the accounts, verified and others. Screen name / handle is restricted to 15 alphanumeric characters (letters A-Z, numbers 0-9) with the exception of underscores and name of the account is restricted to 50 alphanumeric characters, including special characters and emojis. First occurrence of MainBhiChowkidar Of the 1,268 verified handles (we reported 1,252 in our blog post…

    Comments Off on The #MainBhiChowkidar Campaign: 30% Verified, 36% non-verified Handles added Chowkidar to their Name
  • Elections2019,  Research

    Female Political Handles: Followed by more, Post more, Re-tweet more, and Follow less

    We manually annotated the 1,252 verified handles, for various characteristics of the handles, like party affiliation, state / city, and gender. Among the 1,252 handles, we found 865 (69.1%) to be men, 133 (10.6%) to be women, and the rest 254 (20.3%) handles to be associated with parties. This blog is dedicated to analysing men and women handles. Analysis was done with the data as of March 1, 2019. We found female political handles to have more followers than males. On average, females had 368.5K (min: 422, max: 12.2M) followers, while male handles has 347.8K (min: 47, max: 46.2M) followers. With @narendramodi having the maximum followers (46.2M) in male and…

    Comments Off on Female Political Handles: Followed by more, Post more, Re-tweet more, and Follow less
  • Elections2019,  Research

    Verified Political Handles: Party Distribution, Political Status, Gender Diversity, and Network Interactions

    Our data collection covers 2,585 Twitter handles which we find have some affiliation to an Indian political party. This list was manually curated and we have been collecting data for these handles from late 2018 through the Twitter API. Among these 2,585 handles, we found 1,252 political handles to be Verified Twitter Handles. It is interesting to see this large number of verified accounts in this elections. When we analysed the Twitter data for 2014 Elections, we found only 71 Verified Indian political handles. We manually annotated these handles for their state representation, party affiliation, Lok Sabha / Rajya Sabha affiliation, and gender (in case of a handle representing an…

    Comments Off on Verified Political Handles: Party Distribution, Political Status, Gender Diversity, and Network Interactions
  • Elections2019,  Research

    Twitter’s “suspect users” affects Indian political handles

    Twitter removed “suspected users” from their platform during the week of Nov 1, 2018. This is potentially about 2.4 Million handles. Given our interest in analyzing political accounts in India, we were keen on analyzing how much of this affected the Indian political scenario. We found a large number of handles losing followers. Lets look at some of the handles which lost large numbers of followers because of this removal of suspected users.   The handle @KirenRijiju had 599K followers on Nov 7, 2018 and it had 475K followers on Nov 8, 2018. The handle lost about 124K followers in one day. Below is a graph showing this in more…

    Comments Off on Twitter’s “suspect users” affects Indian political handles