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diff --git a/Application Insights.md b/Application Insights.md
diff --git a/Command Usage.md b/Command Usage.md
diff --git a/Log Analytics.md b/Log Analytics.md
diff --git a/Smart Analytics.md b/Smart Analytics.md
diff --git a/application-insights.md b/application-insights.md
@@ -0,0 +1,6 @@
+## Application Insights examples
+<br/>
+##### [Find exceptions that failed requests](~/examples/application-insights/find-exceptions-that-failed-requests.md)
+##### [Percentiles of request duration](~/examples/application-insights/percentiles-of-request-duration-in-the-last-24-hours.md)
+##### [Top 10 custom events](~/examples/application-insights/top-10-custom-events.md)
+##### [Top 10 countries by traffic](~/examples/application-insights/pie-chart-the-top-10-countries-by-traffic.md)
diff --git a/...s/Find exceptions that failed requests.md → ...s/find-exceptions-that-failed-requests.md b/...s/Find exceptions that failed requests.md → ...s/find-exceptions-that-failed-requests.md
diff --git a/... request duration in the last 24 hours.md → ...-request-duration-in-the-last-24-hours.md b/... request duration in the last 24 hours.md → ...-request-duration-in-the-last-24-hours.md
diff --git a/... chart the top 10 countries by traffic.md → ...-chart-the-top-10-countries-by-traffic.md b/... chart the top 10 countries by traffic.md → ...-chart-the-top-10-countries-by-traffic.md
@@ -13,4 +13,4 @@ requests
 ```
 
 The output will look like this:
-<p><img src="~/examples/images/top_10_countries_by_traffic.png" alt="top 10 countries by traffic"></p>
+<p><img src="~/examples/images/top-10-countries-by-traffic.png" alt="top 10 countries by traffic"></p>
diff --git a/Application Insights/Top 10 custom events.md → application-insights/top-10-custom-events.md b/Application Insights/Top 10 custom events.md → application-insights/top-10-custom-events.md
@@ -14,4 +14,4 @@ customEvents
 ```
 
 The output will look like this:
-<p><img src="~/examples/images/top_10_custom_events.png" alt="top 10 custom events"></p>
+<p><img src="~/examples/images/top-10-custom-events.png" alt="top 10 custom events"></p>
diff --git a/command-usage.md b/command-usage.md
@@ -0,0 +1,7 @@
+## Command usage examples
+<br/>
+##### [Bar chart unstacked](~/examples/command-usage/bar-chart-unstacked.md)
+##### [Pie chart top 10 items](~/examples/command-usage/pie-chart-top-10-items.md)
+##### [Calculate multiple percentiles timechart](~/examples/command-usage/calculate-multiple-percentiles-timechart.md)
+##### [Join kind - inner](~/examples/command-usage/join-kind-inner.md)
+##### [Join - match on two fields](~/examples/command-usage/join-on-two-field-matches.md)
diff --git a/Command usage/Bar chart unstacked.md → command-usage/bar-chart-unstacked.md b/Command usage/Bar chart unstacked.md → command-usage/bar-chart-unstacked.md
diff --git a/...lculate multiple percentiles timechart.md → ...lculate-multiple-percentiles-timechart.md b/...lculate multiple percentiles timechart.md → ...lculate-multiple-percentiles-timechart.md
diff --git a/Command usage/Join kind - inner.md → command-usage/join-kind-inner.md b/Command usage/Join kind - inner.md → command-usage/join-kind-inner.md
diff --git a/Command usage/Join on two field matches.md → command-usage/join-on-two-field-matches.md b/Command usage/Join on two field matches.md → command-usage/join-on-two-field-matches.md
diff --git a/Command usage/Pie chart top 10 items.md → command-usage/pie-chart-top-10-items.md b/Command usage/Pie chart top 10 items.md → command-usage/pie-chart-top-10-items.md
@@ -13,4 +13,4 @@ requests
 ```
 
 The output will look like this:
-<p><img src="~/examples/images/top_10_countries_by_traffic.png" alt="top 10 countries by traffic"></p>
+<p><img src="~/examples/images/top-10-countries-by-traffic.png" alt="top 10 countries by traffic"></p>
diff --git a/GitHub Repo.md → github-repo.md b/GitHub Repo.md → github-repo.md
diff --git a/images/availability_hours.png → images/availability-hours.png b/images/availability_hours.png → images/availability-hours.png
diff --git a/images/availability_rate.png → images/availability-rate.png b/images/availability_rate.png → images/availability-rate.png
diff --git a/images/rolling_mau.png → images/rolling-mau.png b/images/rolling_mau.png → images/rolling-mau.png
diff --git a/images/top_10_countries_by_traffic.png → images/top-10-countries-by-traffic.png b/images/top_10_countries_by_traffic.png → images/top-10-countries-by-traffic.png
diff --git a/images/top_10_custom_events.png → images/top-10-custom-events.png b/images/top_10_custom_events.png → images/top-10-custom-events.png
diff --git a/images/user_stickiness.png → images/user-stickiness.png b/images/user_stickiness.png → images/user-stickiness.png
diff --git a/log-analytics.md b/log-analytics.md
@@ -0,0 +1,56 @@
+## Log Analytics examples
+<br/>
+
+### Across all data types
+##### [Chart the record-count per table in the last 5 hours](~/examples/log-analytics/chart-the-record-count-per-table-in-the-last-5-hours.md)
+##### [Count all logs collected over the last hour, per type](~/examples/log-analytics/count-all-logs-collected-over-the-last-hour-per-type.md)
+
+### AzureDiagnostics
+##### [Count Azure diagnostics records per category](~/examples/log-analytics/count-azure-diagnostics-records-per-category.md)
+##### [Get a random record for each unique category](~/examples/log-analytics/get-a-random-record-for-each-unique-category.md)
+##### [Get the latest record per category](~/examples/log-analytics/get-the-latest-record-per-category.md)
+
+### Usage
+##### [Calculate the average size of perf usage reports per computer](~/examples/log-analytics/calculate-the-average-size-of-perf-usage-reports-per-computer.md)
+##### [Timechart latency percentiles 50 and 95](~/examples/log-analytics/timechart-latency-percentiles-50-and-95.md)
+##### [Usage of computer today](~/examples/log-analytics/usage-of-computers-today.md)
+
+### Heartbeat
+##### [Chart a week-over-week view of the number of computers sending data](~/examples/log-analytics/chart-a-week-over-week-view-of-the-number-of-computers-sending-data.md)
+##### [Find stale computers](~/examples/log-analytics/find-stale-computers.md)
+##### [Get the latest heartbeat record per computer IP](~/examples/log-analytics/get-latest-heartbeat-record-per-computer-ip.md)
+##### [Match protection and heartbeat records](~/examples/log-analytics/Match protection status records with heartbeat records.md)
+##### [Calculate availability rate for connected servers](~/examples/log-analytics/server-availability-rate.md)
+
+### Updates
+##### [Computers still missing updates](~/examples/log-analytics/computers-still-missing-updates.md)
+
+### ProtectionStatus
+##### [Computers with non-reporting protection status duration](~/examples/log-analytics/computers-with-non-reporting-protection-status-duration.md)
+##### [Match protection and heartbeat records](~/examples/log-analytics/match-protection-status-records-with-heartbeat-records.md)
+
+### NetworkMonitoring
+##### [Computers with unhealthy latency](~/examples/log-analytics/computers-with-unhealthy-latency.md)
+
+### Perf
+##### [Correlate computer memory and CPU](~/examples/log-analytics/correlate-computer-memory-and-cpu.md)
+##### [Perf CPU Utilization graph per computer](~/examples/log-analytics/perf-cpu-utilization-graph-per-computer.md)
+
+### Alert
+##### [Count alerts by severity per day](~/examples/log-analytics/count-and-chart-alerts-severity-per-day.md)
+##### [Get a numbered list of the latest alerts](~/examples/log-analytics/get-a-numbered-list-of-the-latest-alerts.md)
+
+### SecurityEvent
+##### [Count security events by activity ID](~/examples/log-analytics/count-security-events-by-activity-id.md)
+##### [Count security events related to permissions](~/examples/log-analytics/count-security-events-related-to-permissions.md)
+##### [Find accounts that failed to logon from computers on which we identify a security detection](~/examples/log-analytics/find-accounts-that-failed-to-logon-from-computers-on-which-we-identify-a-security-detection.md)
+##### [Is my security data available](~/examples/log-analytics/is-my-security-data-available.md)
+##### [Parse activity name and ID](~/examples/log-analytics/parse-activity-name-and-id.md)
+##### [Processes that used explicit credentials](~/examples/log-analytics/pie-chart-explicit-credentials-processes.md)
+##### [Top 5 running processes in the last 3 days](~/examples/log-analytics/top-5-running-processes-in-the-last-3-days.md)
+##### [Find repeating failed login attempts by the same account from different IPs](~/examples/log-analytics/find-repeating-failed-login-attempts-by-the-same-account-from-different-ips.md)
+##### [Find user accounts that failed to login over 5 times in 1 day](~/examples/log-analytics/find-user-accounts-that-failed-to-login-over-5-times-in-1-day.md)
+
+### Event
+##### [Search application-level events described as Cryptographic](~/examples/log-analytics/search-application-level-events-described-as-cryptographic.md)
+##### [Search events related to unmarshaling](~/examples/log-analytics/search-events-related-to-unmarshaling.md)
diff --git a/...ize of perf usage reports per computer.md → ...ize-of-perf-usage-reports-per-computer.md b/...ize of perf usage reports per computer.md → ...ize-of-perf-usage-reports-per-computer.md
diff --git a/...f the number of computers sending data.md → ...f-the-number-of-computers-sending-data.md b/...f the number of computers sending data.md → ...f-the-number-of-computers-sending-data.md
diff --git a/...rd-count per table in the last 5 hours.md → ...rd-count-per-table-in-the-last-5-hours.md b/...rd-count per table in the last 5 hours.md → ...rd-count-per-table-in-the-last-5-hours.md
diff --git a/...lytics/Computers still missing updates.md → ...lytics/computers-still-missing-updates.md b/...lytics/Computers still missing updates.md → ...lytics/computers-still-missing-updates.md
diff --git a/...n-reporting protection status duration.md → ...n-reporting-protection-status-duration.md b/...n-reporting protection status duration.md → ...n-reporting-protection-status-duration.md
diff --git a/...ytics/Computers with unhealthy latency.md → ...ytics/computers-with-unhealthy-latency.md b/...ytics/Computers with unhealthy latency.md → ...ytics/computers-with-unhealthy-latency.md
diff --git a/...tics/Correlate computer memory and cpu.md → ...tics/correlate-computer-memory-and-cpu.md b/...tics/Correlate computer memory and cpu.md → ...tics/correlate-computer-memory-and-cpu.md
diff --git a/... collected over the last hour per type.md → ...-collected-over-the-last-hour-per-type.md b/... collected over the last hour per type.md → ...-collected-over-the-last-hour-per-type.md
diff --git a/...ount and chart alerts severity per day.md → ...ount-and-chart-alerts-severity-per-day.md b/...ount and chart alerts severity per day.md → ...ount-and-chart-alerts-severity-per-day.md
diff --git a/...Azure diagnostics records per category.md → ...azure-diagnostics-records-per-category.md b/...Azure diagnostics records per category.md → ...azure-diagnostics-records-per-category.md
diff --git a/...s/Count security events by activity ID.md → ...s/count-security-events-by-activity-id.md b/...s/Count security events by activity ID.md → ...s/count-security-events-by-activity-id.md
diff --git a/...security events related to permissions.md → ...security-events-related-to-permissions.md b/...security events related to permissions.md → ...security-events-related-to-permissions.md
diff --git a/...which we identify a security detection.md → ...which-we-identify-a-security-detection.md b/...which we identify a security detection.md → ...which-we-identify-a-security-detection.md
diff --git a/...by the same account from different IPs.md → ...by-the-same-account-from-different-ips.md b/...by the same account from different IPs.md → ...by-the-same-account-from-different-ips.md
diff --git a/Log Analytics/Find stale computers.md → log-analytics/find-stale-computers.md b/Log Analytics/Find stale computers.md → log-analytics/find-stale-computers.md
diff --git a/...t failed to login over 5 time in 1 day.md → ...-failed-to-login-over-5-times-in-1-day.md b/...t failed to login over 5 time in 1 day.md → ...-failed-to-login-over-5-times-in-1-day.md
@@ -1,4 +1,4 @@
-## Find user accounts that failed to login over 5 time in 1 day
+## Find user accounts that failed to login over 5 times in 1 day
 #### #let #join #project-away
 <!-- article_id: 3108‎2017‏‎03827034 -->
 

diff --git a/...t a numbered list of the latest alerts.md → ...t-a-numbered-list-of-the-latest-alerts.md b/...t a numbered list of the latest alerts.md → ...t-a-numbered-list-of-the-latest-alerts.md
diff --git a/...random record for each unique category.md → ...random-record-for-each-unique-category.md b/...random record for each unique category.md → ...random-record-for-each-unique-category.md
diff --git a/...atest heartbeat record per computer IP.md → ...atest-heartbeat-record-per-computer-ip.md b/...atest heartbeat record per computer IP.md → ...atest-heartbeat-record-per-computer-ip.md
@@ -1,4 +1,4 @@
-## Get latest heartbeat record per computer IP
+## Get the latest heartbeat record per computer IP
 #### #arg_max
 <!-- article_id: 3107‎2017‏‎03827022 -->
 

diff --git a/...ics/Get the latest record per category.md → ...ics/get-the-latest-record-per-category.md b/...ics/Get the latest record per category.md → ...ics/get-the-latest-record-per-category.md
diff --git a/...nalytics/Is my security data available.md → ...nalytics/is-my-security-data-available.md b/...nalytics/Is my security data available.md → ...nalytics/is-my-security-data-available.md
diff --git a/... status records with heartbeat records.md → ...-status-records-with-heartbeat-records.md b/... status records with heartbeat records.md → ...-status-records-with-heartbeat-records.md
diff --git a/Log Analytics/Parse activity name and ID.md → log-analytics/parse-activity-name-and-id.md b/Log Analytics/Parse activity name and ID.md → log-analytics/parse-activity-name-and-id.md
diff --git a/...erf CPU Utilization graph per computer.md → ...erf-cpu-utilization-graph-per-computer.md b/...erf CPU Utilization graph per computer.md → ...erf-cpu-utilization-graph-per-computer.md
diff --git a/...e chart explicit credentials processes.md → ...e-chart-explicit-credentials-processes.md b/...e chart explicit credentials processes.md → ...e-chart-explicit-credentials-processes.md
diff --git a/...evel events described as Cryptographic.md → ...evel-events-described-as-cryptographic.md b/...evel events described as Cryptographic.md → ...evel-events-described-as-cryptographic.md
diff --git a/.../Search events related to unmarshaling.md → .../search-events-related-to-unmarshaling.md b/.../Search events related to unmarshaling.md → .../search-events-related-to-unmarshaling.md
diff --git a/Log Analytics/Server availability rate.md → log-analytics/server-availability-rate.md b/Log Analytics/Server availability rate.md → log-analytics/server-availability-rate.md
@@ -44,7 +44,7 @@ Note that this way we give a little leeway for missing heartbeat reports each ho
 Instead of expecting a report every 5 or 10 minutes, we only mark a computer as "unavailable" if we didn't get any report from it during a full hour.
 
 At this point we get a number for each computer, something like this:
-<p><img src="~/examples/images/availability_hours.png" alt="server availability hours"></p>
+<p><img src="~/examples/images/availability-hours.png" alt="server availability hours"></p>
 
 So we know the number of hours each computer was available during the set time range. But what does it mean? how many hours were there altogether?
 
@@ -61,5 +61,5 @@ Finally we calculate the ratio between available hours and total hours:
 ```
 and get this:
 
-<p><img src="~/examples/images/availability_rate.png" alt="server availability rate"></p>
+<p><img src="~/examples/images/availability-rate.png" alt="server availability rate"></p>
 
diff --git a/...imechart latency percentiles 50 and 95.md → ...imechart-latency-percentiles-50-and-95.md b/...imechart latency percentiles 50 and 95.md → ...imechart-latency-percentiles-50-and-95.md
diff --git a/...5 running processes in the last 3 days.md → ...5-running-processes-in-the-last-3-days.md b/...5 running processes in the last 3 days.md → ...5-running-processes-in-the-last-3-days.md
diff --git a/Log Analytics/Usage of computers today.md → log-analytics/usage-of-computers-today.md b/Log Analytics/Usage of computers today.md → log-analytics/usage-of-computers-today.md
diff --git a/smart-analytics.md b/smart-analytics.md
@@ -0,0 +1,6 @@
+## Smart Analytics - analyze application usage patterns
+
+##### [Detect disruptions with regression analysis](~/examples/smart-analytics/automated-detector-for-service-disruptions-based-on-app-trace-logs.md)
+##### [Rolling monthly active users (MAU)](~/examples/smart-analytics/sliding-window-calculations-rolling-mau.md)
+##### [Measure "user stickiness"](~/examples/smart-analytics/sliding-window-calculations-user-stickiness.md)
+##### [Cohort analysis](~/examples/smart-analytics/sliding-window-calculations-cohort-analysis.md)
diff --git a/...ce disruptions based on app trace logs.md → ...ce-disruptions-based-on-app-trace-logs.md b/...ce disruptions based on app trace logs.md → ...ce-disruptions-based-on-app-trace-logs.md
diff --git a/... window calculations - cohort analysis.md → ...ng-window-calculations-cohort-analysis.md b/... window calculations - cohort analysis.md → ...ng-window-calculations-cohort-analysis.md
diff --git a/...ding window calculations - rolling MAU.md → ...liding-window-calculations-rolling-mau.md b/...ding window calculations - rolling MAU.md → ...liding-window-calculations-rolling-mau.md
@@ -60,4 +60,4 @@ customEvents
 ```
 
 The output will look like this:
-<p><img src="~/examples/images/rolling_mau.png" alt="rolling mau"></p>
+<p><img src="~/examples/images/rolling-mau.png" alt="rolling mau"></p>
diff --git a/... window calculations - user stickiness.md → ...ng-window-calculations-user-stickiness.md b/... window calculations - user stickiness.md → ...ng-window-calculations-user-stickiness.md
@@ -50,4 +50,4 @@ on Timestamp
 ```
 
 The output will look like this:
-<p><img src="~/examples/images/user_stickiness.png" alt="user stickiness"></p>
+<p><img src="~/examples/images/user-stickiness.png" alt="user stickiness"></p>
diff --git a/toc.md b/toc.md
@@ -1,5 +1,5 @@
-# [Log Analytics Examples](~/examples/Log Analytics.md)
-# [Application Insights Examples](~/examples/Application Insights.md)
-# [Command Usage](~/examples/Command Usage.md)
-# [Smart Analytics](~/examples/Smart Analytics.md)
-# [Examples GitHub repo](~/examples/GitHub Repo.md)
+# [Log Analytics Examples](~/examples/log-analytics.md)
+# [Application Insights Examples](~/examples/application-insights.md)
+# [Command Usage](~/examples/command-usage.md)
+# [Smart Analytics](~/examples/smart-analytics.md)
+# [Examples GitHub repo](~/examples/github-repo.md)