I recently started to look into the Microsoft.FileUsageSync.db. The database can be found in %localappdata%\Microsoft\OneDrive\ListSync\Business<1-9>\settings. It is not documented in OneDrive Evolution because it only appears in OneDrive for Business. OneDrive Evolution's data is collected from personal only. It's not known what version this database first appeared in. Just like Microsoft.ListSync.db, this database is used by Microsoft.SharePoint.exe but is not related to the Offline Mode for web feature that I am aware of. There is some interesting data in the recent_files_formatted_spo table. The FormattedValue column holds JSON data that isn't the prettiest to look at.
To make the data easier to read, I wrote the following script to convert the JSON data into CSV format.
import sqlite3
import pandas as pd
import json
db_path = "Microsoft.FileUsageSync.db"
conn = sqlite3.connect(db_path)
query = "SELECT FormattedValue FROM recent_files_formatted_spo"
df = pd.read_sql_query(query, conn)
conn.close()
def parse_json(value):
try:
value = value.encode().decode('unicode_escape')
return json.loads(value)
except Exception as e:
print("JSON Parse Error:", e)
return None
df_parsed = df["FormattedValue"].apply(parse_json)
df_expanded = pd.json_normalize(df_parsed.dropna())
df_expanded.to_csv('output.csv', index=False, encoding='utf-8')
So what type of data does this table hold? Unfortunately, I cannot show you the data because I don't have a development environment so I'll do my best to explain what I found.
To give you an idea, when the data is parsed out, we have the following headers:
file.Id, file.@odata.id, file.FileModifiedTime, file.LastModifiedDateTime, file.FileCreatedTime, file.FileExtension, file.FileSize, file.StorageProviderContext, file.IsEmptyCopy, file.SharePointItem.SiteId, file.SharePointItem.WebId, file.SharePointItem.ListId, file.SharePointItem.UniqueId, file.ItemProperties.Shared.LastSharedWithMailboxOwnerByDisplayName, file.ItemProperties.Shared.LastSharedWithMailboxOwnerBySmtp, file.ItemProperties.Shared.LastSharedWithMailboxOwnerDateTime, file.ItemProperties.Shared.SubjectProperty, file.ItemProperties.Shared.AttachmentItemReferenceId, file.ItemProperties.Shared.AttachmentReferenceId, file.ItemProperties.Shared.ImmutableFileItemReferenceId, file.ItemProperties.AggregatedActivities.LastUserActivityDateTime, file.ItemProperties.AggregatedActivities.LastModifiedDateTime, file.ItemProperties.AggregatedActivities.MailboxOwnerTopInsights, file.ItemProperties.AggregatedActivities.IsHidden, file.ItemProperties.SemanticProperties.Title, file.UserRelationship.LastSharedDateTime, file.Visualization.Title, file.Visualization.AccessUrl, file.Visualization.Type, file.AllExtensions.SharingHistory.Instances, file.FileName, file.SharePointOnlineFacetStatus, file.Document.Title, file.WorkingSetId, activity.message_format, activity.type, activity.users, activity.timestamp, activity.extended_info.subject, file.UserRelationship.LastSharedById, file.Document.Author, file.SharePointItem.ModifiedBy, file.PrimaryItemLocation, file.SharePointItem.ContentClass, file.SharePointItem.SitePath, file.ItemProperties.Default.SiteTemplateId, activity.extended_info.sharing_medium, file.Visualization.ContainerTitle, file.Visualization.ContainerUrl, file.Visualization.PreviewImageUrl, file.FileOwner, file.SharePointItem.ContentTypeId, file.SharePointItem.ListItemId, file.SharePointItem.DocId, file.SharePointItem.ModifiedByDisplayName, file.SharePointItem.FileUrl, file.SharePointItem.ParentId, file.ItemProperties.Default.AuthorOWSUSER, file.ItemProperties.Default.EditorOWSUSER, file.ItemProperties.Default.DocumentLink, file.ItemProperties.AggregatedActivities.MailboxOwnerHistograms, file.ItemProperties.ClientAccessByMailboxOwner.LastAccessDateTime, file.ItemProperties.SemanticProperties.Url, file.ItemProperties.SemanticProperties.ContainerName, file.ItemProperties.SemanticProperties.ContainerUrl, file.UserRelationship.FrequentlyUsedSiteWeight, file.UserRelationship.LastAccessDateTime, file.ItemProperties.Default.ProgID, file.ItemProperties.Shared.TeamsMessageThreadId, file.ItemProperties.Direct.ColorHex, file.UserRelationship.LastModifiedDateTime, file.ItemProperties.Default.RecordingStartDateTime, file.ItemProperties.Default.RecordingEndDateTime, file.ItemProperties.Default.MeetingOrganizerId, file.ItemProperties.Default.MeetingICalUid, file.ItemProperties.Default.BaseType, file.ItemProperties.Default.ListTemplateTypeId, file.ItemProperties.Default.ListIcon, file.ItemProperties.Default.ListColor, activity.extended_info.navigation_id
It appears to hold information on files that are not necessarily in your OneDrive, but files that are shared from OneDrive. This can include files that were shared to you via email, Teams, and whiteboards to name a few.
Another interesting table is recommended_files. This table appears to hold a max of 20 files. One of the things that stood out to me was a description in the JSON data. The description is the first couple lines of the file so it could give us a good indication of what the file contains.
The last table I want to talk about is top_collaborators. This one holds information on people the user interacts with the most. We could potentially glean work relationships from this data.
The plan is to add this data into OneDriveExplorer once I can get it sorted out. Until then, use the script to explore this sure to be valuable forensic resource.
