refactor: Little refactoring killed nobody

1 files changed, 150 insertions, 142 deletions

diff --git a/notebooks/cc/dependency_analysis.ipynb b/notebooks/cc/dependency_analysis.ipynb
index 1aa89909..9ef96ba9 100644
--- a/notebooks/cc/dependency_analysis.ipynb
+++ b/notebooks/cc/dependency_analysis.ipynb
@@ -13,7 +13,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "4d1b1ec8",
+   "id": "73494a27",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -552,7 +552,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 148,
+   "execution_count": 10,
    "id": "1019d39a",
    "metadata": {
     "scrolled": false
@@ -590,14 +590,14 @@
        "      <th>not_valid_after</th>\n",
        "      <th>report_link</th>\n",
        "      <th>...</th>\n",
+       "      <th>extracted_versions</th>\n",
+       "      <th>cpe_matches</th>\n",
+       "      <th>verified_cpe_matches</th>\n",
+       "      <th>related_cves</th>\n",
        "      <th>directly_affected_by</th>\n",
        "      <th>indirectly_affected_by</th>\n",
        "      <th>directly_affecting</th>\n",
        "      <th>indirectly_affecting</th>\n",
-       "      <th>depends_on_archived</th>\n",
-       "      <th>is_bsi_cert</th>\n",
-       "      <th>highest_security_level</th>\n",
-       "      <th>is_anssi_cert</th>\n",
        "      <th>is_directly_affected_by</th>\n",
        "      <th>directly_affected_by_sum</th>\n",
        "    </tr>\n",
@@ -640,15 +640,15 @@
        "      <td>2019-09-01</td>\n",
        "      <td>https://www.commoncriteriaportal.org/files/epf...</td>\n",
        "      <td>...</td>\n",
+       "      <td>[-]</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>[BSI-DSZ-CC-0798-2012, BSI-DSZ-CC-0797-2012, B...</td>\n",
-       "      <td>{BSI-DSZ-CC-0744-2011, BSI-DSZ-CC-0700-V2-2013...</td>\n",
+       "      <td>{BSI-DSZ-CC-0674-2011, BSI-DSZ-CC-0642-2011, B...</td>\n",
        "      <td>{BSI-DSZ-CC-0404-2007}</td>\n",
        "      <td>{BSI-DSZ-CC-0404-2007}</td>\n",
        "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>EAL5+</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>33.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -664,15 +664,15 @@
        "      <td>2019-09-01</td>\n",
        "      <td>https://www.commoncriteriaportal.org/files/epf...</td>\n",
        "      <td>...</td>\n",
+       "      <td>[-]</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>[BSI-DSZ-CC-0784-2013, BSI-DSZ-CC-0857-2013, B...</td>\n",
-       "      <td>{BSI-DSZ-CC-0744-2011, BSI-DSZ-CC-0750-2011, B...</td>\n",
+       "      <td>{BSI-DSZ-CC-0642-2011, BSI-DSZ-CC-0633-2010, B...</td>\n",
        "      <td>{}</td>\n",
        "      <td>{}</td>\n",
        "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>EAL5+</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>19.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -688,15 +688,15 @@
        "      <td>2019-09-01</td>\n",
        "      <td>https://www.commoncriteriaportal.org/files/epf...</td>\n",
        "      <td>...</td>\n",
+       "      <td>[2.0, 3.0]</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>[BSI-DSZ-CC-0877-2013, ANSSI-CC-2010/34, BSI-D...</td>\n",
-       "      <td>{ANSSI-CC-2010/34, ANSSI-CC-2010/22, ANSSI-CC-...</td>\n",
+       "      <td>{ANSSI-CC-2010/18, ANSSI-CC-2010/28, ANSSI-CC-...</td>\n",
        "      <td>{}</td>\n",
        "      <td>{}</td>\n",
        "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "      <td>EAL6+</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
        "      <td>19.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -712,15 +712,15 @@
        "      <td>2019-06-01</td>\n",
        "      <td>https://www.commoncriteriaportal.org/files/epf...</td>\n",
        "      <td>...</td>\n",
+       "      <td>[1.1]</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>[BSI-DSZ-CC-0877-2013, ANSSI-CC-2010/34, BSI-D...</td>\n",
-       "      <td>{ANSSI-CC-2010/34, ANSSI-CC-2010/22, ANSSI-CC-...</td>\n",
+       "      <td>{ANSSI-CC-2010/18, ANSSI-CC-2010/28, ANSSI-CC-...</td>\n",
        "      <td>{}</td>\n",
        "      <td>{}</td>\n",
        "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "      <td>EAL4+</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
        "      <td>19.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -736,20 +736,20 @@
        "      <td>2021-02-05</td>\n",
        "      <td>https://www.commoncriteriaportal.org/files/epf...</td>\n",
        "      <td>...</td>\n",
+       "      <td>[-]</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>[BSI-DSZ-CC-0978-V2-2017, BSI-DSZ-CC-0957-V2-2...</td>\n",
-       "      <td>{ANSSI-CC-2016/41, BSI-DSZ-CC-1035-2017, ANSSI...</td>\n",
+       "      <td>{BSI-DSZ-CC-0978-V3-2019, BSI-DSZ-CC-0831-V2-2...</td>\n",
        "      <td>{}</td>\n",
        "      <td>{}</td>\n",
        "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>EAL6+</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>18.0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>5 rows × 26 columns</p>\n",
+       "<p>5 rows × 22 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
@@ -809,6 +809,22 @@
        "7d4585a4b5b6e873  https://www.commoncriteriaportal.org/files/epf...  ...   \n",
        "f2c2231b0ffae4d7  https://www.commoncriteriaportal.org/files/epf...  ...   \n",
        "\n",
+       "                 extracted_versions cpe_matches verified_cpe_matches  \\\n",
+       "dgst                                                                   \n",
+       "f041e5b526e79ef4                [-]         NaN                  NaN   \n",
+       "9dab3f1341f54c42                [-]         NaN                  NaN   \n",
+       "dbbf02a1cd0ad33b         [2.0, 3.0]         NaN                  NaN   \n",
+       "7d4585a4b5b6e873              [1.1]         NaN                  NaN   \n",
+       "f2c2231b0ffae4d7                [-]         NaN                  NaN   \n",
+       "\n",
+       "                 related_cves  \\\n",
+       "dgst                            \n",
+       "f041e5b526e79ef4          NaN   \n",
+       "9dab3f1341f54c42          NaN   \n",
+       "dbbf02a1cd0ad33b          NaN   \n",
+       "7d4585a4b5b6e873          NaN   \n",
+       "f2c2231b0ffae4d7          NaN   \n",
+       "\n",
        "                                               directly_affected_by  \\\n",
        "dgst                                                                  \n",
        "f041e5b526e79ef4  [BSI-DSZ-CC-0798-2012, BSI-DSZ-CC-0797-2012, B...   \n",
@@ -819,11 +835,11 @@
        "\n",
        "                                             indirectly_affected_by  \\\n",
        "dgst                                                                  \n",
-       "f041e5b526e79ef4  {BSI-DSZ-CC-0744-2011, BSI-DSZ-CC-0700-V2-2013...   \n",
-       "9dab3f1341f54c42  {BSI-DSZ-CC-0744-2011, BSI-DSZ-CC-0750-2011, B...   \n",
-       "dbbf02a1cd0ad33b  {ANSSI-CC-2010/34, ANSSI-CC-2010/22, ANSSI-CC-...   \n",
-       "7d4585a4b5b6e873  {ANSSI-CC-2010/34, ANSSI-CC-2010/22, ANSSI-CC-...   \n",
-       "f2c2231b0ffae4d7  {ANSSI-CC-2016/41, BSI-DSZ-CC-1035-2017, ANSSI...   \n",
+       "f041e5b526e79ef4  {BSI-DSZ-CC-0674-2011, BSI-DSZ-CC-0642-2011, B...   \n",
+       "9dab3f1341f54c42  {BSI-DSZ-CC-0642-2011, BSI-DSZ-CC-0633-2010, B...   \n",
+       "dbbf02a1cd0ad33b  {ANSSI-CC-2010/18, ANSSI-CC-2010/28, ANSSI-CC-...   \n",
+       "7d4585a4b5b6e873  {ANSSI-CC-2010/18, ANSSI-CC-2010/28, ANSSI-CC-...   \n",
+       "f2c2231b0ffae4d7  {BSI-DSZ-CC-0978-V3-2019, BSI-DSZ-CC-0831-V2-2...   \n",
        "\n",
        "                      directly_affecting    indirectly_affecting  \\\n",
        "dgst                                                               \n",
@@ -833,34 +849,18 @@
        "7d4585a4b5b6e873                      {}                      {}   \n",
        "f2c2231b0ffae4d7                      {}                      {}   \n",
        "\n",
-       "                 depends_on_archived is_bsi_cert highest_security_level  \\\n",
-       "dgst                                                                      \n",
-       "f041e5b526e79ef4                True        True                  EAL5+   \n",
-       "9dab3f1341f54c42                True        True                  EAL5+   \n",
-       "dbbf02a1cd0ad33b                True       False                  EAL6+   \n",
-       "7d4585a4b5b6e873                True       False                  EAL4+   \n",
-       "f2c2231b0ffae4d7                True        True                  EAL6+   \n",
-       "\n",
-       "                 is_anssi_cert is_directly_affected_by  \\\n",
-       "dgst                                                     \n",
-       "f041e5b526e79ef4         False                    True   \n",
-       "9dab3f1341f54c42         False                    True   \n",
-       "dbbf02a1cd0ad33b          True                    True   \n",
-       "7d4585a4b5b6e873          True                    True   \n",
-       "f2c2231b0ffae4d7         False                    True   \n",
-       "\n",
-       "                 directly_affected_by_sum  \n",
-       "dgst                                       \n",
-       "f041e5b526e79ef4                     33.0  \n",
-       "9dab3f1341f54c42                     19.0  \n",
-       "dbbf02a1cd0ad33b                     19.0  \n",
-       "7d4585a4b5b6e873                     19.0  \n",
-       "f2c2231b0ffae4d7                     18.0  \n",
+       "                 is_directly_affected_by directly_affected_by_sum  \n",
+       "dgst                                                               \n",
+       "f041e5b526e79ef4                    True                     33.0  \n",
+       "9dab3f1341f54c42                    True                     19.0  \n",
+       "dbbf02a1cd0ad33b                    True                     19.0  \n",
+       "7d4585a4b5b6e873                    True                     19.0  \n",
+       "f2c2231b0ffae4d7                    True                     18.0  \n",
        "\n",
-       "[5 rows x 26 columns]"
+       "[5 rows x 22 columns]"
       ]
      },
-     "execution_count": 148,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -886,8 +886,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 147,
-   "id": "4d537655",
+   "execution_count": 13,
+   "id": "37735cdc",
    "metadata": {},
    "outputs": [
     {
@@ -896,15 +896,15 @@
        "Text(0.5, 1.0, 'Which certificates are referenced at least by one certificate vs. sum of records in category')"
       ]
      },
-     "execution_count": 147,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
-       "<Figure size 1080x576 with 1 Axes>"
+       "<Figure size 1080x720 with 1 Axes>"
       ]
      },
      "metadata": {},
@@ -912,9 +912,9 @@
     }
    ],
    "source": [
-    "plt.figure(figsize=(15,8))\n",
+    "plt.figure(figsize=(15,10))\n",
     "plt.rcParams.update({'font.size': 20})\n",
-    "sns.countplot(y=directly_affected_by_df[\"category\"], hue=directly_affected_by_df[\"is_directly_affected_by\"]).set_title(\"Which certificates are referenced at least by one certificate vs. sum of records in category\")"
+    "sns.countplot(y=\"category\", hue=\"is_directly_affected_by\", data=directly_affected_by_df).set_title(\"Which certificates are referenced at least by one certificate vs. sum of records in category\")"
    ]
   },
   {
@@ -1273,7 +1273,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 153,
+   "execution_count": 15,
    "id": "f5398edd",
    "metadata": {
     "scrolled": true
@@ -1311,15 +1311,15 @@
        "      <th>not_valid_after</th>\n",
        "      <th>report_link</th>\n",
        "      <th>...</th>\n",
+       "      <th>manufacturer_web</th>\n",
+       "      <th>extracted_versions</th>\n",
+       "      <th>cpe_matches</th>\n",
+       "      <th>verified_cpe_matches</th>\n",
        "      <th>related_cves</th>\n",
        "      <th>directly_affected_by</th>\n",
        "      <th>indirectly_affected_by</th>\n",
        "      <th>directly_affecting</th>\n",
        "      <th>indirectly_affecting</th>\n",
-       "      <th>depends_on_archived</th>\n",
-       "      <th>is_bsi_cert</th>\n",
-       "      <th>highest_security_level</th>\n",
-       "      <th>is_anssi_cert</th>\n",
        "      <th>is_no_affecting_nor_affected</th>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -1361,15 +1361,15 @@
        "      <td>2026-04-07</td>\n",
        "      <td>https://www.commoncriteriaportal.org/files/epf...</td>\n",
        "      <td>...</td>\n",
+       "      <td>https://www.drivelock.com/</td>\n",
+       "      <td>[2019.2]</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>EAL3</td>\n",
-       "      <td>False</td>\n",
        "      <td>True</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -1385,15 +1385,15 @@
        "      <td>2025-06-15</td>\n",
        "      <td>https://www.commoncriteriaportal.org/files/epf...</td>\n",
        "      <td>...</td>\n",
+       "      <td>https://www.netiq.com/</td>\n",
+       "      <td>[4.7]</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>EAL3+</td>\n",
-       "      <td>False</td>\n",
        "      <td>True</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -1409,16 +1409,16 @@
        "      <td>2024-11-15</td>\n",
        "      <td>https://www.commoncriteriaportal.org/files/epf...</td>\n",
        "      <td>...</td>\n",
+       "      <td>https://www.dreamsecurity.com/</td>\n",
+       "      <td>[4.0]</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>{}</td>\n",
        "      <td>{}</td>\n",
        "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>0fc32111e368dcf5</th>\n",
@@ -1433,16 +1433,16 @@
        "      <td>2024-11-07</td>\n",
        "      <td>https://www.commoncriteriaportal.org/files/epf...</td>\n",
        "      <td>...</td>\n",
+       "      <td>https://www.netiq.com/</td>\n",
+       "      <td>[4.5]</td>\n",
+       "      <td>[cpe:2.3:a:netiq:access_manager:4.5:-:*:*:*:*:...</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>{}</td>\n",
        "      <td>{}</td>\n",
        "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>EAL3+</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5e87de1cddf1ae43</th>\n",
@@ -1457,20 +1457,20 @@
        "      <td>2024-07-12</td>\n",
        "      <td>https://www.commoncriteriaportal.org/files/epf...</td>\n",
        "      <td>...</td>\n",
+       "      <td>https://www.illumio.com/</td>\n",
+       "      <td>[18.2.2]</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>False</td>\n",
        "      <td>True</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>5 rows × 25 columns</p>\n",
+       "<p>5 rows × 21 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
@@ -1514,42 +1514,50 @@
        "0fc32111e368dcf5  https://www.commoncriteriaportal.org/files/epf...  ...   \n",
        "5e87de1cddf1ae43  https://www.commoncriteriaportal.org/files/epf...  ...   \n",
        "\n",
-       "                 related_cves directly_affected_by indirectly_affected_by  \\\n",
-       "dgst                                                                        \n",
-       "a89ee15539d006d1          NaN                  NaN                    NaN   \n",
-       "309ac2fd7f2dcf17          NaN                  NaN                    NaN   \n",
-       "8cf86948f02f047d          NaN                  NaN                    NaN   \n",
-       "0fc32111e368dcf5          NaN                  NaN                    NaN   \n",
-       "5e87de1cddf1ae43          NaN                  NaN                    NaN   \n",
+       "                                manufacturer_web extracted_versions  \\\n",
+       "dgst                                                                  \n",
+       "a89ee15539d006d1      https://www.drivelock.com/           [2019.2]   \n",
+       "309ac2fd7f2dcf17          https://www.netiq.com/              [4.7]   \n",
+       "8cf86948f02f047d  https://www.dreamsecurity.com/              [4.0]   \n",
+       "0fc32111e368dcf5          https://www.netiq.com/              [4.5]   \n",
+       "5e87de1cddf1ae43        https://www.illumio.com/           [18.2.2]   \n",
        "\n",
-       "                 directly_affecting indirectly_affecting depends_on_archived  \\\n",
-       "dgst                                                                           \n",
-       "a89ee15539d006d1                NaN                  NaN               False   \n",
-       "309ac2fd7f2dcf17                NaN                  NaN               False   \n",
-       "8cf86948f02f047d                 {}                   {}               False   \n",
-       "0fc32111e368dcf5                 {}                   {}               False   \n",
-       "5e87de1cddf1ae43                NaN                  NaN               False   \n",
+       "                                                        cpe_matches  \\\n",
+       "dgst                                                                  \n",
+       "a89ee15539d006d1                                                NaN   \n",
+       "309ac2fd7f2dcf17                                                NaN   \n",
+       "8cf86948f02f047d                                                NaN   \n",
+       "0fc32111e368dcf5  [cpe:2.3:a:netiq:access_manager:4.5:-:*:*:*:*:...   \n",
+       "5e87de1cddf1ae43                                                NaN   \n",
        "\n",
-       "                 is_bsi_cert highest_security_level is_anssi_cert  \\\n",
-       "dgst                                                                \n",
-       "a89ee15539d006d1       False                   EAL3         False   \n",
-       "309ac2fd7f2dcf17       False                  EAL3+         False   \n",
-       "8cf86948f02f047d       False                    NaN         False   \n",
-       "0fc32111e368dcf5       False                  EAL3+         False   \n",
-       "5e87de1cddf1ae43       False                    NaN         False   \n",
+       "                 verified_cpe_matches related_cves directly_affected_by  \\\n",
+       "dgst                                                                      \n",
+       "a89ee15539d006d1                  NaN          NaN                  NaN   \n",
+       "309ac2fd7f2dcf17                  NaN          NaN                  NaN   \n",
+       "8cf86948f02f047d                  NaN          NaN                  NaN   \n",
+       "0fc32111e368dcf5                  NaN          NaN                  NaN   \n",
+       "5e87de1cddf1ae43                  NaN          NaN                  NaN   \n",
        "\n",
-       "                 is_no_affecting_nor_affected  \n",
-       "dgst                                           \n",
-       "a89ee15539d006d1                         True  \n",
-       "309ac2fd7f2dcf17                         True  \n",
-       "8cf86948f02f047d                        False  \n",
-       "0fc32111e368dcf5                        False  \n",
-       "5e87de1cddf1ae43                         True  \n",
+       "                 indirectly_affected_by directly_affecting  \\\n",
+       "dgst                                                         \n",
+       "a89ee15539d006d1                    NaN                NaN   \n",
+       "309ac2fd7f2dcf17                    NaN                NaN   \n",
+       "8cf86948f02f047d                    NaN                 {}   \n",
+       "0fc32111e368dcf5                    NaN                 {}   \n",
+       "5e87de1cddf1ae43                    NaN                NaN   \n",
+       "\n",
+       "                 indirectly_affecting is_no_affecting_nor_affected  \n",
+       "dgst                                                                \n",
+       "a89ee15539d006d1                  NaN                         True  \n",
+       "309ac2fd7f2dcf17                  NaN                         True  \n",
+       "8cf86948f02f047d                   {}                        False  \n",
+       "0fc32111e368dcf5                   {}                        False  \n",
+       "5e87de1cddf1ae43                  NaN                         True  \n",
        "\n",
-       "[5 rows x 25 columns]"
+       "[5 rows x 21 columns]"
       ]
      },
-     "execution_count": 153,
+     "execution_count": 15,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1572,7 +1580,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 155,
+   "execution_count": 17,
    "id": "c02499aa",
    "metadata": {
     "scrolled": false
@@ -1581,16 +1589,16 @@
     {
      "data": {
       "text/plain": [
-       "<AxesSubplot:xlabel='count', ylabel='scheme'>"
+       "Text(0.5, 1.0, 'Distribution of schemes which certs from categories are not affecting, nor affected by other certs')"
       ]
      },
-     "execution_count": 155,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 1080x576 with 1 Axes>"
       ]
@@ -1602,7 +1610,7 @@
    "source": [
     "plt.figure(figsize=(15,8))\n",
     "plt.rcParams.update({'font.size': 20})\n",
-    "sns.countplot(y=no_affecting_no_affected_df[\"scheme\"], hue=no_affecting_no_affected_df[\"is_no_affecting_nor_affected\"])"
+    "sns.countplot(y=\"scheme\", hue=\"is_no_affecting_nor_affected\", data=no_affecting_no_affected_df).set_title(\"Distribution of schemes which certs from categories are not affecting, nor affected by other certs\")"
    ]
   },
   {
@@ -1615,7 +1623,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 158,
+   "execution_count": 18,
    "id": "fc547955",
    "metadata": {
     "scrolled": true
@@ -1651,7 +1659,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 159,
+   "execution_count": 19,
    "id": "283834d2",
    "metadata": {
     "scrolled": true
@@ -1663,7 +1671,7 @@
        "Text(0.5, 1.0, 'Distribution of categories among certificates dependent on archived certs.')"
       ]
      },
-     "execution_count": 159,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -1681,12 +1689,12 @@
    "source": [
     "plt.figure(figsize=(15,8))\n",
     "plt.rcParams.update({'font.size': 20})\n",
-    "sns.countplot(y=depends_on_archived_df[\"category\"], hue=depends_on_archived_df[\"depends_on_archived\"]).set_title(\"Distribution of categories among certificates dependent on archived certs.\")"
+    "sns.countplot(y=\"category\", hue=\"depends_on_archived\", data=depends_on_archived_df).set_title(\"Distribution of categories among certificates dependent on archived certs.\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 160,
+   "execution_count": 25,
    "id": "d73085c3",
    "metadata": {
     "scrolled": true
@@ -1698,15 +1706,15 @@
        "Text(0.5, 1.0, 'Distribution of schemes among certificates dependent on archived certs.')"
       ]
      },
-     "execution_count": 160,
+     "execution_count": 25,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
-       "<Figure size 864x288 with 1 Axes>"
+       "<Figure size 1008x576 with 1 Axes>"
       ]
      },
      "metadata": {},
@@ -1714,9 +1722,9 @@
     }
    ],
    "source": [
-    "plt.figure(figsize=(12,4))\n",
-    "plt.rcParams.update({'font.size': 12})\n",
-    "sns.countplot(y=depends_on_archived_df[\"scheme\"], hue=depends_on_archived_df[\"depends_on_archived\"]).set_title(\"Distribution of schemes among certificates dependent on archived certs.\")"
+    "plt.figure(figsize=(14,8))\n",
+    "plt.rcParams.update({'font.size': 14})\n",
+    "sns.countplot(y=\"scheme\", hue=\"depends_on_archived\", data=depends_on_archived_df).set_title(\"Distribution of schemes among certificates dependent on archived certs.\")"
    ]
   },
   {
@@ -1729,7 +1737,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 53,
+   "execution_count": 26,
    "id": "e532eb30",
    "metadata": {
     "scrolled": true
@@ -2136,7 +2144,7 @@
   {
    "cell_type": "code",
    "execution_count": 60,
-   "id": "a25b8bee",
+   "id": "45b3a8d1",
    "metadata": {},
    "outputs": [
     {