One or more aspects of the disclosure generally relate to computing devices, computing systems, and computer software that may be used for capturing and extracting fragmented data and for data processing using machine learning. Some aspects disclosed herein are directed to, for example, a system and method comprising generating a display for receiving fragmented data associated with a user. The method may comprise sending, to a user device associated with the user, the display for receiving fragmented data. A computing device may receive, from the user device and via the display for receiving fragmented data, first fragmented data associated with the user. The computing device may extract a plurality of data entries from the first fragmented data. A request for data associated with a first data entry of the plurality of data entries may be sent to the user device. The computing device may determine a data category for each data entry of the plurality of data entries. Based on the determined data category for each data entry of the plurality of data entries, the method may comprise determining one or more of a number of entries in each data category or an amount associated with each data category.