diff --git a/source/SampleData202405.csv b/source/SampleData202405.csv
new file mode 100644
index 0000000..1878bc6
--- /dev/null
+++ b/source/SampleData202405.csv
@@ -0,0 +1,136 @@
+EntraIDOperationName,MicrosoftGraphRequestUri,RequestMethod,EntraIDOperationVersion
+"Accept Terms Of Use","https://graph.microsoft.com/beta/directory/agreements/agreementId_<UUID>/acceptances",POST,"1.0"
+"Accept Terms Of Use","https://graph.microsoft.com/beta/directory/agreements/agreementId_<UUID>/acceptances/1_<UUID>_<UUID>_<UUID>",DELETE,"1.0"
+"Add application","https://graph.microsoft.com/beta/applications/<UUID>/onPremisesPublishing",PATCH,"1.0"
+"Add application SSL certificate","https://graph.microsoft.com/edu/applications/<UUID>",PATCH,"1.0"
+"Add conditional access policy","https://graph.microsoft.com/beta/identity/conditionalAccess/policies",POST,"1.0"
+"Admin deleted security info","https://graph.microsoft.com/beta/users/<UUID>/authentication/temporaryAccessPassMethods/<UUID>",DELETE,"1.0"
+"Admin deleted security info","https://graph.microsoft.com/beta/users/<UUID>/authentication/methods/resetTraditionalAuthenticationMethods",POST,"1.0"
+"Admin deleted security info","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberGroups",POST,"1.0"
+"Admin deleted security info","https://graph.microsoft.com/beta/users/<UUID>/authentication/microsoftAuthenticatorMethods/<UUID>",DELETE,"1.0"
+"Admin deleted security info","https://graph.microsoft.com/beta/users/<UUID>/authentication/phoneMethods/<UUID>",DELETE,"1.0"
+"Admin deleted security info","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberObjects",POST,"1.0"
+"Admin deleted security info","https://graph.microsoft.com/beta/users/<UUID>/authentication/softwareOathMethods/<UUID>",DELETE,"1.0"
+"Admin registered security info","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberGroups",POST,"1.0"
+"Admin registered security info","https://graph.microsoft.com/beta/users/<UUID>/authentication/emailMethods",POST,"1.0"
+"Admin registered security info","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberObjects",POST,"1.0"
+"Admin registered security info","https://graph.microsoft.com/beta/users/<UUID>/authentication/phoneMethods",POST,"1.0"
+"Admin registered security info","https://graph.microsoft.com/beta/users/<UUID>/authentication/temporaryAccessPassMethods",POST,"1.0"
+"Admin updated security info","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberGroups",POST,"1.0"
+"Admin updated security info","https://graph.microsoft.com/beta/users/<UUID>/authentication/phoneMethods/<UUID>",PUT,"1.0"
+"Admin updated security info","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberObjects",POST,"1.0"
+"Administrator directly assigns user to access package","https://graph.microsoft.com/beta/groups/<UUID>/members/$ref",POST,"1.0"
+"Administrator directly assigns user to access package","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Administrator directly removes user access package assignment","https://graph.microsoft.com/beta/groups/<UUID>/members/<UUID>/$ref",DELETE,"1.0"
+"Administrator directly removes user access package assignment","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Administrator directly removes user access package assignment","https://graph.microsoft.com/v1.0/identityGovernance/entitlementManagement/assignmentRequests",POST,"1.0"
+"Apply decision","https://graph.microsoft.com/beta/directoryObjects/getByIds",POST,"1.0"
+"Apply decision","https://graph.microsoft.com/beta/users/<UUID>",PATCH,"1.0"
+"Apply decision","https://graph.microsoft.com/beta/users/<UUID>",DELETE,"1.0"
+"Apply decision","https://graph.microsoft.com/v1.0/directoryObjects/getByIds",POST,"1.0"
+"Approval stage completed for access package assignment request","https://graph.microsoft.com/beta/groups/<UUID>/members/$ref",POST,"1.0"
+"Approval stage completed for access package assignment request","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Approve access package assignment request","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Approve access package assignment request","https://graph.microsoft.com/beta/groups/<UUID>/members/$ref",POST,"1.0"
+"Auto approve access package assignment request","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Auto approve access package assignment request","https://graph.microsoft.com/beta/groups/<UUID>/members/$ref",POST,"1.0"
+"Bulk Approve decisions","https://graph.microsoft.com/v1.0/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Bulk Deny decisions","https://graph.microsoft.com/v1.0/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+ConfirmAccountCompromised,"https://graph.microsoft.com/v1.0/identityProtection/riskyUsers/confirmCompromised",POST,"1.0"
+ConfirmAccountSafe,"https://graph.microsoft.com/beta/identityProtection/riskyUsers/confirmSafe",POST,"1.0"
+"Create access package","https://graph.microsoft.com/v1.0/directoryObjects/getByIds",POST,"1.0"
+"Create access package","https://graph.microsoft.com/beta/directoryObjects/getByIds",POST,"1.0"
+"Create access package assignment policy","https://graph.microsoft.com/beta/directoryObjects/getByIds",POST,"1.0"
+"Create access package assignment policy","https://graph.microsoft.com/v1.0/directoryObjects/getByIds",POST,"1.0"
+"Create business flow","https://graph.microsoft.com/v1.0/directoryObjects/getByIds",POST,"1.0"
+"Create business flow","https://graph.microsoft.com/beta/directoryObjects/getByIds",POST,"1.0"
+"Create request","https://graph.microsoft.com/beta/groups/<UUID>/members/$ref",POST,"1.0"
+"Create request","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Create resource request","https://graph.microsoft.com/beta/roleManagement/directory/checkAccess",POST,"1.0"
+"Delete SSL binding","https://graph.microsoft.com/edu/applications/<UUID>",PATCH,"1.0"
+"Delete access package assignment for a deleted user","https://graph.microsoft.com/v1.0/directoryObjects/getByIds",POST,"1.0"
+"Delete access package assignment for a deleted user","https://graph.microsoft.com/beta/directoryObjects/getByIds",POST,"1.0"
+"Delete access package assignment request for a deleted user","https://graph.microsoft.com/beta/directoryObjects/getByIds",POST,"1.0"
+"Delete access package assignment request for a deleted user","https://graph.microsoft.com/v1.0/directoryObjects/getByIds",POST,"1.0"
+"Delete application","https://graph.microsoft.com/beta/applications/<UUID>",PATCH,"1.0"
+"Delete passwordless phone sign-in credential","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberGroups",POST,"1.0"
+"Delete passwordless phone sign-in credential","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberObjects",POST,"1.0"
+"Delete passwordless phone sign-in credential","https://graph.microsoft.com/beta/users/<UUID>/authentication/microsoftAuthenticatorMethods/<UUID>",DELETE,"1.0"
+"Delete passwordless phone sign-in credential","https://graph.microsoft.com/beta/users/<UUID>/authentication/methods/resetTraditionalAuthenticationMethods",POST,"1.0"
+"Delete request","https://graph.microsoft.com/v1.0/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Deny access package assignment request","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+DismissUser,"https://graph.microsoft.com/beta/identityProtection/riskyUsers/dismiss",POST,"1.0"
+"Entitlement Management removes access package assignment request for user","https://graph.microsoft.com/beta/groups/<UUID>/members/<UUID>/$ref",DELETE,"1.0"
+"Entitlement Management removes access package assignment request for user","https://graph.microsoft.com/beta/directoryObjects/getByIds",POST,"1.0"
+"Execute custom extension","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Execute custom extension","https://graph.microsoft.com/beta/groups/<UUID>/members/$ref",POST,"1.0"
+"Execute custom extension","https://graph.microsoft.com/beta/groups/<UUID>/members/<UUID>/$ref",DELETE,"1.0"
+"Extend access package assignment","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Fulfill access package assignment request","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Fulfill access package assignment request","https://graph.microsoft.com/beta/groups/<UUID>/members/<UUID>/$ref",DELETE,"1.0"
+"Fulfill access package assignment request","https://graph.microsoft.com/beta/groups/<UUID>/members/$ref",POST,"1.0"
+"Fulfill access package resource assignment","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Fulfill access package resource assignment","https://graph.microsoft.com/beta/groups/<UUID>/members/$ref",POST,"1.0"
+"Invite external user","https://graph.microsoft.com/v1.0/invitations",POST,"1.0"
+"Invite external user","https://graph.microsoft.com/beta/users/<UUID>",PATCH,"1.0"
+"Invite external user","https://graph.microsoft.com/v1.0/organization/<UUID>/isDirectoryFeatureEnabled",POST,"1.0"
+"Invite external user","https://graph.microsoft.com/beta/invitations",POST,"1.0"
+"Invite external user","https://graph.microsoft.com/v1.0/<UUID>/invitations",POST,"1.0"
+"PATCH UserAuthMethod.PatchSignInPreferencesAsync","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberObjects",POST,"1.0"
+"PATCH UserAuthMethod.PatchSignInPreferencesAsync","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberGroups",POST,"1.0"
+"PATCH UserAuthMethod.PatchSignInPreferencesAsync","https://graph.microsoft.com/beta/users/<UUID>/authentication/signInPreferences",PATCH,"1.0"
+"Ready to fulfill access package assignment request","https://graph.microsoft.com/beta/groups/<UUID>/members/$ref",POST,"1.0"
+"Ready to fulfill access package assignment request","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Redeem external user invite","https://graph.microsoft.com/beta/directory/redeemInvitation",POST,"1.0"
+"Remove access package resource assignment","https://graph.microsoft.com/beta/groups/<UUID>/members/<UUID>/$ref",DELETE,"1.0"
+"Remove member from role (PIM activation expired)","https://graph.microsoft.com/beta/roleManagement/directory/roleAssignments/<ID>",DELETE,"1.0"
+"Remove permanent direct role assignment","https://graph.microsoft.com/v1.0/users/getByIds",POST,"1.0"
+"Remove permanent direct role assignment","https://graph.microsoft.com/v1.0/groups/getByIds",POST,"1.0"
+"Remove permanent direct role assignment","https://graph.microsoft.com/v1.0/servicePrincipals/getByIds",POST,"1.0"
+"Remove permanent eligible role assignment","https://graph.microsoft.com/v1.0/servicePrincipals/getByIds",POST,"1.0"
+"Remove permanent eligible role assignment","https://graph.microsoft.com/v1.0/groups/getByIds",POST,"1.0"
+"Remove permanent eligible role assignment","https://graph.microsoft.com/v1.0/users/getByIds",POST,"1.0"
+"Request approved","https://graph.microsoft.com/v1.0/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Request denied","https://graph.microsoft.com/v1.0/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Reset password (self-service)","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberGroups",POST,"1.0"
+"Reset password (self-service)","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberObjects",POST,"1.0"
+"Reset password (self-service)","https://graph.microsoft.com/beta/users/<UUID>/authentication/passwordMethods/<UUID>/resetPassword",POST,"1.0"
+"Resolve PIM alert","https://graph.microsoft.com/v1.0/groups/getByIds",POST,"1.0"
+"Resolve PIM alert","https://graph.microsoft.com/v1.0/users/getByIds",POST,"1.0"
+"Resolve PIM alert","https://graph.microsoft.com/v1.0/servicePrincipals/getByIds",POST,"1.0"
+"Self-service password reset flow activity progress","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberObjects",POST,"1.0"
+"Self-service password reset flow activity progress","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberGroups",POST,"1.0"
+"Triggered PIM alert","https://graph.microsoft.com/v1.0/servicePrincipals/getByIds",POST,"1.0"
+"Triggered PIM alert","https://graph.microsoft.com/v1.0/groups/getByIds",POST,"1.0"
+"Triggered PIM alert","https://graph.microsoft.com/v1.0/users/getByIds",POST,"1.0"
+"Unlock user account (self-service)","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberObjects",POST,"1.0"
+"Unlock user account (self-service)","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberGroups",POST,"1.0"
+"Update access package assignment policy","https://graph.microsoft.com/v1.0/directoryObjects/getByIds",POST,"1.0"
+"Update access package assignment policy","https://graph.microsoft.com/beta/directoryObjects/getByIds",POST,"1.0"
+"Update access package assignment request","https://graph.microsoft.com/v1.0/identityGovernance/entitlementManagement/assignmentRequests",POST,"1.0"
+"Update access package assignment request","https://graph.microsoft.com/beta/directoryObjects/getByIds",POST,"1.0"
+"Update access package assignment request","https://graph.microsoft.com/beta/groups/<UUID>/members/$ref",POST,"1.0"
+"Update access package assignment request","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"Update access package assignment request","https://graph.microsoft.com/beta/groups/<UUID>/members/<UUID>/$ref",DELETE,"1.0"
+"Update access package catalog","https://graph.microsoft.com/beta/roleManagement/directory/checkAccess",POST,"1.0"
+"Update application","https://graph.microsoft.com/beta/applications/<UUID>/connectorGroup/$ref",PUT,"1.0"
+"Update application","https://graph.microsoft.com/beta/applications/<UUID>/onPremisesPublishing",PATCH,"1.0"
+"Update conditional access policy","https://graph.microsoft.com/beta/identity/conditionalAccess/policies/<UUID>",PATCH,"1.0"
+"Update conditional access policy","https://graph.microsoft.com/v1.0/identity/conditionalAccess/policies/<UUID>",PATCH,"1.0"
+"Update device local administrator password","https://graph.microsoft.com/beta/devices/<UUID>",PATCH,"1.0"
+"Update named location","https://graph.microsoft.com/beta/conditionalAccess/namedLocations/<UUID>",PUT,"1.0"
+"User changed default security info","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberGroups",POST,"1.0"
+"User changed default security info","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberObjects",POST,"1.0"
+"User deleted security info","https://graph.microsoft.com/beta/users/<UUID>/authentication/microsoftAuthenticatorMethods/<UUID>",DELETE,"1.0"
+"User deleted security info","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberGroups",POST,"1.0"
+"User deleted security info","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberObjects",POST,"1.0"
+"User registered all required security info","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberGroups",POST,"1.0"
+"User registered all required security info","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberObjects",POST,"1.0"
+"User registered security info","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberObjects",POST,"1.0"
+"User registered security info","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberGroups",POST,"1.0"
+"User requests access package assignment","https://graph.microsoft.com/beta/groups/<UUID>/members/$ref",POST,"1.0"
+"User requests access package assignment","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"User requests to extend access package assignment","https://graph.microsoft.com/beta/users/<UUID>/microsoft.graph.getMemberGroups",POST,"1.0"
+"User started password reset","https://graph.microsoft.com/beta/users/<UUID>/authentication/passwordMethods/<UUID>/resetPassword",POST,"1.0"
+"User started security info registration","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberGroups",POST,"1.0"
+"User started security info registration","https://graph.microsoft.com/v1.0/users/<UUID>/checkMemberObjects",POST,"1.0"