Abstract: Systems and methods include determination of a first code artifact and a second code artifact, generation of a first plurality of key, value pairs based on the first code artifact and a second plurality of key, value pairs based on the second code artifact, identification of a plurality of changes between the first plurality of key, value pairs and the second plurality of key, value pairs, the plurality of changes represented by a third plurality of key, value pairs; determination, for each of a plurality of rules, of whether the third plurality of key, value pairs includes at least one key, value pair associated with the rule and, if so, application of the rule to each of the at least one key, value pairs to determine an analysis output associated with each of the at least one key, value pairs, and generation of a visualization based on the analysis outputs.

Abstract: Systems and methods include reading of a spreadsheet workbook including a plurality of rows and a header row comprising a plurality of column labels, automatic determination of a hierarchical schema based on the plurality of column labels, the hierarchal schema comprising a hierarchy of nodes, where each of the plurality of column labels is associated with a single node of the hierarchy of nodes, and, for each row of the plurality of rows, determination of a value associated with each of the plurality of column labels, and, for each determined value, population of a node of an instance of the hierarchical schema associated with an associated column label.

Abstract: Various embodiments of systems, computer program products, and methods to smart push values in spreadsheet instances are described herein. In an aspect, a spreadsheet instance is activated to receive at least one value, pushed within a process automation execution. The size of the data is calculated, including its dimensions. In another aspect, an active cell in the activated spreadsheet instance is determined. The active cell marks the position where the data will be entered, based on its size as determined, and further based on the orientation of the dimensions of the data. In yet another aspect, a new position of the active cell is calculated based on the data size. The cell at the position corresponding to the calculated new position is set as the new active cell of the spreadsheet instance.

Abstract: Systems and methods include reading of a spreadsheet workbook including a plurality of rows and a header row comprising a plurality of column labels, automatic determination of a hierarchical schema based on the plurality of column labels, the hierarchal schema comprising a hierarchy of nodes, where each of the plurality of column labels is associated with a single node of the hierarchy of nodes, and, for each row of the plurality of rows, determination of a value associated with each of the plurality of column labels, and, for each determined value, population of a node of an instance of the hierarchical schema associated with an associated column label.

Abstract: A computer-implemented method for disaggregating data in a spreadsheet or other data structure hosted on a client computing device includes providing an analyzer module as a plug-in or add-in to a spreadsheet application on a client computing device. The analyzer module locally performs disaggregation and aggregation processes on data in the spreadsheet on the client computing device. The method includes parsing, by the analyzer module, content entered in a subject cell of the spreadsheet to determine if sets of special syntax characters corresponding to a disaggregation instruction or command precede an amount in the entered content, and accordingly disaggregating or aggregating data in the spreadsheet.

Abstract: A computer-implemented method for disaggregating data in a spreadsheet or other data structure hosted on a client computing device includes providing an analyzer module as a plug-in or add-in to a spreadsheet application on a client computing device. The analyzer module locally performs disaggregation and aggregation processes on data in the spreadsheet on the client computing device. The method includes parsing, by the analyzer module, content entered in a subject cell of the spreadsheet to determine if sets of special syntax characters corresponding to a disaggregation instruction or command precede an amount in the entered content, and accordingly disaggregating or aggregating data in the spreadsheet.