Fragmentation for rapid data visualization

A system comprising:

• at least one data processor;
• memory storing instructions, which when executed by at least one data processor, result in operations comprising:
• receiving a dataset comprising a plurality of data records;
• determining a plurality of fragments corresponding to the plurality of data records by:
• filtering the plurality of data records between a range comprising of a minimum value of a domain of interest and a maximum value of the domain of interest;
• and
• determining, for each fragment, a fragment width, wherein each fragment is adjacent and disjoint from one another;
• generating a fragment identifier table comprised of a plurality of fragment codes, each fragment code uniquely corresponding to each fragment;
• selecting a fragment of the plurality of fragments, the fragment comprised of a plurality of fragment attributes;
• determining a plurality of fragment boundary sets, based on the plurality of fragment attributes, by determining a fragment start value and a fragment end value, wherein the fragment start value and the fragment end value are each comprised of a combination of a corresponding fragment code, the minimum value of the plurality of fragment attributes, and the fragment width, each fragment boundary set being unique to each fragment code;
• and
• generating an encoded limited cardinality dataset, based on the plurality of fragment boundary sets, for visualization on a client device.

A non-transitory computer readable medium containing program instructions, which when executed by at least one data processor, result in operations comprising:

• receiving a dataset comprising a plurality of data records;
• determining a plurality of fragments corresponding to the plurality of data records by:
• filtering the plurality of data records between a range comprising of a minimum value of a domain of interest and a maximum value of the domain of interest;
• and
• determining, for each fragment, a fragment width, wherein each fragment is adjacent and disjoint from one another;
• generating a fragment identifier table comprised of a plurality of fragment codes, each fragment code uniquely corresponding to each fragment;
• selecting a fragment of the plurality of fragments, the fragment comprised of a plurality of fragment attributes;
• determining a plurality of fragment boundary sets, based on the plurality of fragment attributes by determining a fragment start value and a fragment end value, wherein the fragment start value and the fragment end value are each comprised of a combination of a corresponding fragment code, the minimum value of the plurality of fragment attributes, and the fragment width, each fragment boundary set being unique to each fragment code;
• and
• generating an encoded limited cardinality dataset, based on the plurality of fragment boundary sets, for visualization on a client device.