Text Analytics with Python: A Practical Real-World Approach to Gaining Actionable Insights from your Data

Index

A

1. Adjective phrase (ADJP)

2. Advanced word vectorization models

3. Adverb phrase (ADVP)

4. Affinity propagation (AP)

   1. description

   2. exemplars

   3. feature matrix

   4. K-means clustering, movie data

   5. message-passing steps

   6. number of movies, clusters

5. AFINN lexicon

6. The American National Corpus (ANC)

7. Anonymous functions

8. Antonyms

9. Application programming interfaces (APIs)

10. Artificial intelligence (AI)

11. Automated document summarization

    1. abstraction-based techniques

    2. definition

    3. elephants

    4. extraction-based techniques

    5. gensim, normalization

    6. LSA

    7. mathematical and statistical models

    8. product description

    9. Python

    10. summary_ratio

    11. TextRank

12. Automated text classification

    1. binary classification

    2. description

    3. learning methods

    4. multi-class classification

    5. prediction process

    6. reinforcement learning

    7. semi-supervised learning

    8. supervised learning ...