1. A system for analysis and reproduction of text data comprising: circuitry configured to partition, according to a 4-shapes model, a collected dataset of an Arabic alphabet including sentences associated with the Arabic alphabet and Arabic typography, the 4-shapes model including a legative partition including isolated bigram representation and classified words that contain ligature representations of the collected dataset, an unlegative partition including single character shape representation of the collected data set, an isolated characters partition, and a passages and repeated phrases partition; identify legative bigrams of character shapes within the partitioned dataset; generate a pangram based on the partitions of the 4-shapes model, the pangram including an occurrence of every character shape in the collected dataset and further including a lipogram condition set based on a desired digital output of the collected dataset, the lipogram condition omitting legative bigrams of predetermined Arabic character shapes; and output a digital representation of the pangram as synthesized text.
1. A system for analysis and reproduction of text data comprising: circuitry configured to partition, according to a 4-shapes model, a collected dataset of an Arabic alphabet including sentences associated with the Arabic alphabet and Arabic typography, the 4-shapes model including a legative partition including isolated bigram representation and classified words that contain ligature representations of the collected dataset, an unlegative partition including single character shape representation of the collected data set, an isolated characters partition, and a passages and repeated phrases partition; identify legative bigrams of character shapes within the partitioned dataset; generate a pangram based on the partitions of the 4-shapes model, the pangram including an occurrence of every character shape in the collected dataset and further including a lipogram condition set based on a desired digital output of the collected dataset, the lipogram condition omitting legative bigrams of predetermined Arabic character shapes; and output a digital representation of the pangram as synthesized text. 2. The system of claim 1 , wherein, based on the lipogram condition, the circuitry is further configured to identify legative bigrams of character shapes that are not omni-ligatives, omni-ligatives being character shapes that are ligatable with every previous character.