A system, comprising: a processor configured to receive one or more datasets associated with one or more components in an industrial environment; a graphical user interface configured to: display one or more visualizations representing the one or more components in a first portion of the GUI, wherein the first portion of the GUI comprises a machine-train diagram comprising the one or more visualizations representing the one or more components; receive a first selection of the one or more visualizations; display one or more data processing outputs associated with the first selection in a second portion of the GUI, wherein the data processing outputs comprise one or more plots determined based on a first dataset that corresponds to a first component associated with the first selection, wherein the first component is represented by a first visualization of the one or more visualizations; receive a second selection of the one or more visualizations; and dynamically update the data processing outputs displayed on the second portion of the GUI immediately after receiving the second selection, wherein the processing outputs previously depicting the plots determined based on the first dataset are determined based on a second dataset that corresponds to a second component associated with the second selection, wherein the second component is represented by a second visualization of the one or more visualizations. a processor configured to receive one or more datasets associated with one or more components in an industrial environment; a graphical user interface configured to: display one or more visualizations representing the one or more components in a first portion of the GUI, wherein the first portion of the GUI comprises a machine-train diagram comprising the one or more visualizations representing the one or more components; receive a first selection of the one or more visualizations; display one or more data processing outputs associated with the first selection in a second portion of the GUI, wherein the data processing outputs comprise one or more plots determined based on a first dataset that corresponds to a first component associated with the first selection, wherein the first component is represented by a first visualization of the one or more visualizations; receive a second selection of the one or more visualizations; and dynamically update the data processing outputs displayed on the second portion of the GUI immediately after receiving the second selection, wherein the processing outputs previously depicting the plots determined based on the first dataset are determined based on a second dataset that corresponds to a second component associated with the second selection, wherein the second component is represented by a second visualization of the one or more visualizations. display one or more visualizations representing the one or more components in a first portion of the GUI, wherein the first portion of the GUI comprises a machine-train diagram comprising the one or more visualizations representing the one or more components; receive a first selection of the one or more visualizations; display one or more data processing outputs associated with the first selection in a second portion of the GUI, wherein the data processing outputs comprise one or more plots determined based on a first dataset that corresponds to a first component associated with the first selection, wherein the first component is represented by a first visualization of the one or more visualizations; receive a second selection of the one or more visualizations; and dynamically update the data processing outputs displayed on the second portion of the GUI immediately after receiving the second selection, wherein the processing outputs previously depicting the plots determined based on the first dataset are determined based on a second dataset that corresponds to a second component associated with the second selection, wherein the second component is represented by a second visualization of the one or more visualizations.