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diff --git a/exporting/WALKTHROUGH.md b/exporting/WALKTHROUGH.md
index 0612b298..5afd2604 100644
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+++ b/exporting/WALKTHROUGH.md
@@ -1,8 +1,11 @@
<!--
title: "Exporting to Netdata, Prometheus, Grafana stack"
description: "Using Netdata in conjunction with Prometheus and Grafana."
-custom_edit_url: https://github.com/netdata/netdata/edit/master/exporting/WALKTHROUGH.md
-sidebar_label: Netdata, Prometheus, Grafana stack
+custom_edit_url: "https://github.com/netdata/netdata/edit/master/exporting/WALKTHROUGH.md"
+sidebar_label: "Netdata, Prometheus, Grafana stack"
+learn_status: "Published"
+learn_topic_type: "Tasks"
+learn_rel_path: "Setup/Exporting connectors"
-->
# Netdata, Prometheus, Grafana stack
@@ -64,7 +67,7 @@ command to run (`/bin/bash`) and then chooses the base container images (`centos
be sitting inside the shell of the container.
After we have entered the shell we can install Netdata. This process could not be easier. If you take a look at [this
-link](/packaging/installer/README.md), the Netdata devs give us several one-liners to install Netdata. I have not had
+link](https://github.com/netdata/netdata/blob/master/packaging/installer/README.md), the Netdata devs give us several one-liners to install Netdata. I have not had
any issues with these one liners and their bootstrapping scripts so far (If you guys run into anything do share). Run
the following command in your container.
@@ -223,7 +226,7 @@ the `chart` dimension. If you'd like you can combine the `chart` and `instance`
Let's give this a try: `netdata_system_cpu_percentage_average{chart="system.cpu", instance="netdata:19999"}`
This is the basics of using Prometheus to query Netdata. I'd advise everyone at this point to read [this
-page](/exporting/prometheus/README.md#using-netdata-with-prometheus). The key point here is that Netdata can export metrics from
+page](https://github.com/netdata/netdata/blob/master/exporting/prometheus/README.md#using-netdata-with-prometheus). The key point here is that Netdata can export metrics from
its internal DB or can send metrics _as-collected_ by specifying the `source=as-collected` URL parameter like so.
<http://localhost:19999/api/v1/allmetrics?format=prometheus&help=yes&types=yes&source=as-collected> If you choose to use
this method you will need to use Prometheus's set of functions here: <https://prometheus.io/docs/querying/functions/> to