Likewise, if the user is unaware of the correct name of the datum they require, they cannot use the filter tools to extract it because they do not know what to query. Even for the experienced users, there are some data that must be visualized to be understood. A classic example for computational chemistry would be an orbital density plot, which shows the electron density distribution of an orbital throughout the molecule, and these types of results must be shown graphically. Even for data that are purely numerical, the user must typically format or produce graphs of the results before they can be understood or shared with a collaborator. This work is time-consuming, yet can be automated. To achieve this, Digichem provides the `report` sub-module. Following from the successful completion of a calculation, Digichem will automatically generate a single PDF document that presents all the parsable results of that calculation. This report is presented in a style designed to mimic that of a scientific journal article (Figure ), as we envisioned that this format should be familiar to scientists and thus easy to navigate. The report begins with a header section that contains the name of the molecule and the type of calculation that was performed, including which properties were calculated and at what level of theory. This is exemplified in Figure , which summarizes the calculation of the excited states of pyridine, calculated at the DFT level using the PBE0 functional (named PBE1PBE in Gaussian terminology) and the 6-31G(d) basis set. This section is followed by the 'abstract' (Figure ), which contains a brief textual summary of the most important results of the calculation. This again contains the molecule name and level of theory, but also included are important numerical results, such as the HOMO-LUMO gap, and the energies of the lowest energy singlet and triplet excited states. In place of the traditional graphical abstract, the Digichem report includes a 3D rendered image of the geometry of the molecule. Next is a table of the metadata of the calculation (Figure ), which includes the calculation engine used (in this case, Gaussian 19) and the execution time. Next is the summary section (Figure ), in which headline results from the calculation are displayed in a tabular format. The data presented here are identical to those shown in the summary text result file generated by the `result` sub-module, but here additional captions and more descriptive headings provide context to the tables. A methodology section follows (Figure ), which contains a textual description of the same metadata shown in Figure , followed by a brief description of the analysis performed by Digichem itself. This latter section also includes references to the various libraries used to help generate the report, such as Weasyprint, Mako, and cclib. The final section shown is the discussion, which occupies the bulk of the report. Visible here is the discussion of the total system energy (Figure ), with an accompanying 3D plot of the total electron density of the system at the PBE0 level (Figure ), and a discussion of the molecular geometry (Figure ) including a 2D drawing of the molecule.