Kickstarter project name features

Kickstarter_name_feature_engg.py

#creating features from the project name

#length of name
kick_projects['name_len'] = kick_projects.name.str.len()

# presence of !
kick_projects['name_exclaim'] = (kick_projects.name.str[-1] == '!').astype(int)

# presence of ?
kick_projects['name_question'] = (kick_projects.name.str[-1] == '?').astype(int)

# number of words in the name
kick_projects['name_words'] = kick_projects.name.apply(lambda x: len(str(x).split(' ')))

# if name is uppercase
kick_projects['name_is_upper'] = kick_projects.name.str.isupper().astype(float)