Fix markdown for overtime notebook

Author: Tengrom

Notebooks/OverTime/Overtime.ipynb

@@ -1,5 +1,34 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "d80be6af",
+   "metadata": {},
+   "source": [
+    "# Over Time analisys\n",
+    "### Introductions \n",
+    "- Purpose\n",
+    "  - Over Time analysis refers to the process of statistically analyzing assessment data to showing trends and and other characteristics relating to changes in data over time . Chart used in notebook. It include all Data science steps and below data presentations:\n",
+    "      - [Line chart for Control limits - https://leanscape.io/6-sigma-control-charts/ - Control charts are an essential tool used in Six Sigma to monitor process stability and improve quality. By understanding how control charts work, you can more effectively use them to improve your process and product quality](#Linechart1)\n",
+    "      - [Line chart for fastest growing trends in amount of vulnerabilities](#Linechart2)\n",
+    "  - Tags: [ \"cve\", \"vulnerability\", \"exploits\" ]\n",
+    "  - External resources: Shodan\n",
+    "  - Target audience: BlueTeam, Vulnerability management\n",
+    "  "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "25220af1",
+   "metadata": {},
+   "source": [
+    "# Playbook TOC\n",
+    "- [Data collection](#DataCollection)\n",
+    "- [Data Discovery](#DataDiscovery)\n",
+    "- [Data Cleansing](#DataCleaning)\n",
+    "- [Data Validation](#DataValidation)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 37,
@@ -31,7 +60,19 @@
    "id": "ea190b48",
    "metadata": {},
    "source": [
-    "# Data Collection"
+    "# Data Collection <a id=\"DataCollection\"></a>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "064ee840",
+   "metadata": {},
+   "source": [
+    "### Collection data from Postgresql DB previously feeded from by those scripts https://github.com/Tengrom/DataForVulnMan/tree/main/Tools\n",
+    "\n",
+    "#### DB schema:\n",
+    "https://app.quickdatabasediagrams.com/#/d/wxCCR6\n",
+    "![Image of Yaktocat](https://lh3.googleusercontent.com/pw/AP1GczNSjRGHp7WPyv36qTv9uYJ_qPz8I9Yfp9HesPuVZOpRpfNy5D0wFQhN7KemicqvXsXUQsZPTDKCxFeUGKqCZ4cJOqVtC1z5pVIDpteOKBSe3y09OAEQgVMTkd3ghRcPKQUCnpwfnz_n89UCHyVrP65N_Q=w898-h536-s-no-gm?authuser=0)"
    ]
   },
   {
@@ -71,7 +112,7 @@
    "id": "c4587d7c",
    "metadata": {},
    "source": [
-    "# Data Discovery"
+    "# Data Discovery <a id=\"DataDiscovery\"></a>"
    ]
   },
   {
@@ -636,7 +677,7 @@
    "id": "c7221691",
    "metadata": {},
    "source": [
-    "#   Data  cleaning"
+    "#   Data  cleaning <a id=\"DataCleaning\"></a>"
    ]
   },
   {
@@ -1924,15 +1965,15 @@
    "id": "e9ce7ae0",
    "metadata": {},
    "source": [
-    "# Data  Validation"
+    "# Data  Validation <a id=\"DataValidation\"></a>"
    ]
   },
   {
    "cell_type": "markdown",
    "id": "c47a6587",
    "metadata": {},
    "source": [
-    "### Control Limits"
+    "### Control Limits <a id=\"Linechart1\"></a>"
    ]
   },
   {
@@ -2412,7 +2453,7 @@
    "id": "48bcafc5",
    "metadata": {},
    "source": [
-    "###  TRENDS"
+    "###  TRENDS <a id=\"Linechart2\"></a>"
    ]
   },
   {