Dcipher Analytics Platform offers a SaaS solution for collecting, processing and analyzing unstructured texts. Some of its main features include:

Data import and export

• Import data in various flat and nested formats, including json, csv, tsv, Excel, and plain text
• Import data from social media and public APIs
• Download data and visualizations

Text wrangling and cleaning

• Clean text off emojis, URLs, line breaks, XML tags, tabs, punctuation, and any user-specified prefix or substring
• Standardize date formats and extract dates, patterns and substrings
• Remove or extract duplicates
• Split texts by pattern

Natural language processing

• Tokenize, lemmatize, lowercase, and remove stop words from text
• Tag words with their parts-of-speech
• Find topics and overrepresented words in a set of documents
• Enrich texts by automatically annotating them with categories, entities, sentiment, and emotions
• Detect the language of texts and automatically translate them into another language

Quantification and analysis

• Quantify the occurrence of words and the length of texts
• Group, aggregate, and run functions on data
• Tag and annotate individual or groups of documents
• Calculate links between values and visualize as a network

Search and mapping

• Search for words and texts based on search criteria or contextual similarity
• Cluster documents based on similarity into a document landscape
• Machine learning-based vectorization, dimensionality reduction, and clustering of documents and words
• Outlier detection
• Visually inspect and draw conclusions from data