Google Cloud Natural Language API
Get insightful text analysis with machine learning that extracts, analyzes, and stores text. Train high-quality machine learning custom models without a single line of code with AutoML. Apply natural language understanding (NLU) to apps with Natural Language API. Use entity analysis to find and label fields within a document, including emails, chat, and social media, and then sentiment analysis to understand customer opinions to find actionable product and UX insights. Natural Language with speech-to-text API extracts insights from audio. Vision API adds optical character recognition (OCR) for scanned docs. Translation API understands sentiments in multiple languages. Use custom entity extraction to identify domain-specific entities within documents, many of which don’t appear in standard language models, without having to spend time or money on manual analysis. Train your own high-quality machine learning custom models to classify, extract, and detect sentiment.
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Tableau
Gain, generate, and analyze business data and meaningful insights with Tableau, an integrated business intelligence (BI) and analytics solution. With Tableau, users are able to collect data from different sources such as spreadsheets, SQL databases, Salesforce, and cloud apps. Tableau provides users with real-time visual analytics and interactive dashboard that enables them to slice and dice datasets for making relevant insights and look for new opportunities. Tableau also allows users to customize the platform to serve different kinds of industry verticals like banking, communication, and more.
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Quirkos
Quirkos gives a visual, cheap and intuitive way to qualitatively analyse text data. Designed around a unique bubble interface, Quirkos is easy to learn and use, giving intuitive insights into data. Live collaboration, side-by-side comparisons and powerful visualisations help users uncover interesting findings. Available as cloud based, or offline software, with identical features and compatibility across Windows, Mac and Linux.
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COSTAQDA
COSTAQDA: A Comprehensive Solution for Qualitative Data Analysis
COSTAQDA (Coding, Ordering, Searching, Testing Analysis Qualitative Data Analysis) is an advanced software tool designed to cater to the intricate needs of researchers, academics, and organizations involved in qualitative and mixed-methods research. Created by Prof. King Costa, COSTAQDA is distinguished by its comprehensive functionality, user-friendly interface, and powerful collaborative features that streamline the entire qualitative data analysis process.
At its core, COSTAQDA offers a versatile and dynamic environment for coding qualitative data. The software supports various coding techniques, including descriptive coding for labelling and categorizing data, narrative coding for identifying stories or sequences within the data, and causative coding for exploring cause-and-effect relationships.
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