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Data · dataset · 2026

The feature-extraction and sequence-construction code

Listed in UBIRA eData

Description

1- user_id (account id for bot ) 2- created_at (post timestamps) 3- action (Retweeting , Tweeting or Repleying) 4- is_url (Yes or No) 5- is_media (Photo , Video, No_Media) 6- is_emoji (Yes or No) 7- is_hash (Yes or No) 8- Text (Duplicated , Not-Duplicated or Empty) 9- Sentiment (Positive , Negative or Neutral ) 10- G (First Generation, Second First Generation or Third First Generation) 11- letter_sequence ( group of 7 letters reprents the the encoded values of these features for one post of the bot ) The values of each features encoded into letter based on the following: action = ("Tweeting" = "T", "Replying" = "Y", "Retweeting" = "R"), is_url = ("YES" = "U", "NO" = "X"), Sentiment = ("Positive" = "P", "Negative" = "N", "Neutral" = "L"), is_media = ("Photo" = "I", "Video" = "V", "No_Media" = "M"), Text = ("Duplicated" = "D", "Not-Duplicated" = "Q", "Empty" = "E"), is_hash = ("YES" = "H", "NO" = "Z"), is_emoji = ("YES" = "J", "NO" = "K")

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Inferred from text
Text 75% · Video 75%
Provenance · 1 source records, 7 field assertions
SourceKeyLast seenRaw
UBIRA eDataoai:edata.bham.ac.uk:151710 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].local:field:earth-environmentalmapping · edata bham ac ukconnector:edata_bham_ac_uk@1.0.0
concepts[modality].local:modality:textenrichment · edata bham ac ukkeyword-concept-rules@1.0.0title+description (75%)
concepts[modality].local:modality:videoenrichment · edata bham ac ukkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · edata bham ac ukconnector:edata_bham_ac_uk@1.0.0/metadata/dc/description
license_textsource · edata bham ac ukconnector:edata_bham_ac_uk@1.0.0
publication_datesource · edata bham ac ukconnector:edata_bham_ac_uk@1.0.0
titlesource · edata bham ac ukconnector:edata_bham_ac_uk@1.0.0/metadata/dc/title