Topic Modelling API
Contextual topic modelling of any text
Extract topics from English text to generate text clustering, summarization, and other analyses.
Model specifications
# N-Gram ranges.
NGRAM_RANGE = (1, 3)

# Extract topics
topics = model.extract_topics(D, keyphrase_ngram_range=NGRAM_RANGE, stop_words='none', use_maxsum=True, candidates=25, top_n=8)
keyphrases = topics.sort(key=lambda kw: kw[1], reverse=True)
Analyzed text
Ellab has been your validation and monitoring partner since 1949, offering wireless data loggers and thermocouple systems for thermal validation processes as well as wireless environmental monitoring solutions. We serve both small and large companies within the Pharmaceutical, Medical and Food industries. We have solutions for many applications such as sterilization, freeze drying, environmental chambers, heat tunnels, pasteurization and many more. We develop unique and innovative solutions based on input from our close interaction and dialogue with our customers. Our goal is to help our customers overcome challenges and increase their productivity by providing reliable and efficient solutions that are supported by a responsive and competent service team. Ellab has a long tradition and dedication for delivering the highest performance and quality in our industry. Our user-friendly, flexible thermal validation and monitoring solutions are recognized and used by thousands of customers worldwide. Ellab is ISO 9001 & ATEX IEC 80079-34 certified. Our calibration laboratories in Denmark are accredited according to ISO 17025. Ellab is led by Peter Krogh.
Topic
Score
N-gram
thermal validation
0.4263
2
validation and monitoring
0.3042
3
data loggers
0.2382
2
thermocouple systems
0.2263
2
wireless
0.2229
1
pharmaceuticals
0.0531
1
Firmnav’s topic modelling API automatically extracts key topics from text using sophisticated NLP technology.