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What is The Cleaning Algorithm?

For every extraction, NioLeads cleans:

  • First Names
  • Last Names
  • Full Names
  • Job Titles
  • Company Names

By cleaning, we mean:

  • Deleting emojis
  • Correcting typos
  • Normalizing names (capital letters)

Examples:

TypeBeforeAfter
EmojisJohn ๐Ÿ˜ŽJohn
Letterlike Symbolโ„ณ๐’ถ๐‘ฅ ๐“Ÿ๐’ถ๐“‰๐‘’๐“Max Patel
TitlesJohn Smith, PhDJohn Smith
Full Caps NamesMICHAELMichael
Juridical MentionsUber LTDUber
Low Caps NamesstevenSteven