Substances Case

Performance-enhancing substances, also known as performance-enhancing drugs (PED), are substances that are used to improve any form of activity performance in humans. A well-known example involves doping in sport, where banned physical performance–enhancing drugs are used by athletes and bodybuilders. Athletic performance-enhancing substances are sometimes referred to as ergogenic aids. Cognitive performance-enhancing drugs, commonly called nootropics, are sometimes used by students to improve academic performance. Performance-enhancing substances are also used by military personnel to enhance combat performance.

Query Words: Substances Doping

Tweets per Day

Contains the count of tweets submitted every day during the researching period.

Sentiment per Month

Contains information about the scores of six basic sentiments (Anger, Disgust, Fear, Joy, Sadness & Surprise), on each month.

Infobox

12.932

12.932 distinct tweets

5.950

5.950 distinct users

16.343

16.343 distinct words

16/05/2016 to 15/05/2017

The time frame of the data is 12 months

Sentiment: Anger

The overall score of our sentiment analysis indicated the main sentiment of the users was Anger.

Most Frequent Words

Contains the most frequent distinct words as extracted from the final data during the researching period.

# Word Frequency
1 igf 4095
2 anavar 1766
3 trenbolone 1718
4 twitter 1057
5 anadrol 1001
6 testosterone 721
7 growth 689
8 muscle 670
9 ghrp 569
10 hormone 538

Most Frequent Hashtags

Contains the most frequent distinct hashtags as extracted from the final data. The table shows the top-10 hashtags along with their frequencies.

# Hashtag Frequency
1 #IGF 249
2 #BodyBuilding 209
3 #trenbolone 154
4 #steroids 140
5 #Muscle 119
6 #Forum 116
7 #Gainz 110
8 #diet 70
9 #testosterone 69
10 #anavar 64

Most Frequent Users

Contains the most frequent distinct Twitter users as extracted from the final data. The table shows the top-10 users along with their frequencies.

# User Frequency
1 @anadrol_online 637
2 @crazybulkweb 277
3 @milknegativity 236
4 @ClenCycle 226
5 @BodyBuildTweets 116
6 @frophoun1 108
7 @MuscleChem 88
8 @tohicareinfo 76
9 @PeptidesUse 70
10 @okbiotech 68

Most Frequent Mentions

Contains the most frequent distinct Twitter mentions as extracted from the final data. The table shows the top-10 mentions along with their frequencies.

# Mention Frequency
1 @YouTube 412
2 @eBay 292
3 @yotpo 63
4 @LinkedIn 39
5 @wordpressdotcom 34
6 @landmarkchem 19
7 @enhancedathlete 19
8 @anadrol_online 18
9 @gmail 14
10 @ok 14

Substances Connections

Presents the connections between different substances. Bigger circles indicate more common substances, while thicker lines indicate stronger connection.