Emoji Gestures in Russian Tweets: Moscow

The dataset consists of 48 838 tweets each of them contains one of the 31 gesture emoji (different hand configurations) and its skin tone modifier options (e.g. 🙏🙏🏿🙏🏾🙏🏽🙏🏼🙏🏻), and posted within 50km from Moscow, Russia, in Russian, during May-August 2021. The dataset can be used to investigate the use of gesture emoji by Russian users of the Twitter platform. Python libraries used for collecting tweets and preprocessing: tweepy, re, preprocessor, emoji, regex, string, nltk. 

The dataset contains 11 columns:

preprocessed

preprocessed text of the tweet (4 steps)

all_emoji

lists all emoji in a given tweet

hashtags

lists all hashtags in a given tweet

user_encoded

encoded Twitter user name: the first 3 characters of the user name and the first 3 characters of the user's location

location_encoded

location of the user: "moscow", "moscow_region", or "other"

mention_present

checks whether each tweet contains mentions

url_present

checks whether each tweet contains url

preprocess_tweet

preprocessing step 1: tokenizing mentions, urls, and hashtags

lowercase_tweet

preprocessing step 2: lowercasing

remove_punct_tweet

preprocessing step 3: removing punctuation

tokenize_tweet

preprocessing step 4: tokenizing

The further information on the research project can be found here: https://github.com/mzhukovaucsb/emoji_gestures/