{'fraction_non_alphanumeric': 0.011960478419136765, 'fraction_numerical': 0.0026001040041601664, 'mean_word_length': 4.658823529411765, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Realtime 3D visual Analysis of Very Large Models at Low Cost

The need for a tool which can provide a totally flexible means of visualising large models in real-time on a desktop P.C. has long been the unattainable Holy Grail. To be able to visually analyse models at any time during the design process, rather than simply being able to view them, substantially enhances the interactivity of the design process so that more informed design decisions are made at an earlier stage, thereby saving time and cost as well as improving the quality of the product. In addition if such a tool was to be capable of being used without having had any training and without having any existing CAD skills then the architect can involve other members of the design team in the analysis and decision making Computer based visualisation of 3D models in architecture has been possible for 20 years or more, and the software technology has steadily improved during this time so that now incredibly realistic images can be generated from any viewpoint in a model, and impressive fly through sequences can bring a model to life in ways previously not possible. Virtual reality is with us and multi-media enables us to present a finished design in increasingly seductive ways. However, these forms of output from a 3D model offer much more limited benefits during the design process and particularly on large complex models because they are so computing intensive and it often require many hours to produce just one image. Anything other than a small and relatively simple model cannot be viewed dynamically in real-time on a desktop P.C. of the type commonly used by architects in a design office. Until now the solution to this problem has meant investing in expensive design review hardware and software with its inherent need for trained, skilled labour. As a result, design review products are often viewed as a luxury or costly necessity.