diff --git a/AMITT_MASTER_DATA/AMITT_TTPs_MASTER.xlsx b/AMITT_MASTER_DATA/AMITT_TTPs_MASTER.xlsx index fe3f5f4..d64c336 100644 Binary files a/AMITT_MASTER_DATA/AMITT_TTPs_MASTER.xlsx and b/AMITT_MASTER_DATA/AMITT_TTPs_MASTER.xlsx differ diff --git a/AMITT_MASTER_DATA/~$AMITT_TTPs_MASTER.xlsx b/AMITT_MASTER_DATA/~$AMITT_TTPs_MASTER.xlsx deleted file mode 100644 index 5a93205..0000000 Binary files a/AMITT_MASTER_DATA/~$AMITT_TTPs_MASTER.xlsx and /dev/null differ diff --git a/HTML_GENERATING_CODE/.ipynb_checkpoints/AMITT_create_website_sql-checkpoint.ipynb b/HTML_GENERATING_CODE/.ipynb_checkpoints/AMITT_create_website_sql-checkpoint.ipynb index 68a2eba..033dc74 100644 --- a/HTML_GENERATING_CODE/.ipynb_checkpoints/AMITT_create_website_sql-checkpoint.ipynb +++ b/HTML_GENERATING_CODE/.ipynb_checkpoints/AMITT_create_website_sql-checkpoint.ipynb @@ -11,14 +11,14 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "dict_keys(['df_phases', 'df_frameworks', 'df_techniques', 'df_tasks', 'df_incidents', 'df_counters', 'df_detections', 'df_actortypes', 'df_resources', 'df_responsetypes', 'df_metatechniques', 'it', 'df_tactics', 'df_techniques_per_tactic', 'df_counters_per_tactic', 'phases', 'tactics', 'techniques', 'counters', 'metatechniques', 'actortypes', 'resources', 'num_tactics', 'cross_counterid_techniqueid', 'cross_counterid_resourceid', 'cross_counterid_actortypeid'])\n" + "dict_keys(['df_phases', 'df_frameworks', 'df_techniques', 'df_tasks', 'df_incidents', 'df_counters', 'df_detections', 'df_actortypes', 'df_resources', 'df_responsetypes', 'df_metatechniques', 'it', 'df_tactics', 'df_techniques_per_tactic', 'df_counters_per_tactic', 'phases', 'tactics', 'techniques', 'counters', 'metatechniques', 'actortypes', 'resources', 'num_tactics', 'cross_counterid_techniqueid', 'cross_counterid_resourceid', 'cross_counterid_actortypeid', 'cross_detectionid_techniqueid', 'cross_detectionid_resourceid', 'cross_detectionid_actortypeid'])\n" ] }, { @@ -5509,7 +5509,7 @@ "139 C00223 " ] }, - "execution_count": 1, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -5533,7 +5533,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -5557,7 +5557,2717 @@ " \n", " \n", " \n", - " counter_id\n", + " amitt_id\n", + " name\n", + " metatechnique\n", + " summary\n", + " actors\n", + " resources_needed\n", + " how_found\n", + " references\n", + " incidents\n", + " tactic\n", + " responsetype\n", + " notes\n", + " techniques\n", + " longname\n", + " tactic_id\n", + " tactic_name\n", + " \n", + " \n", + " \n", + " \n", + " 0\n", + " F00001\n", + " Analyse aborted / failed campaigns\n", + " \n", + " Examine failed campaigns. How did they fail? C...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " All\n", + " F00001 - Analyse aborted / failed campaigns\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 1\n", + " F00002\n", + " Analyse viral fizzle\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " T0049 - Flooding\\nT0052 - Tertiary sites ampli...\n", + " F00002 - Analyse viral fizzle\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 2\n", + " F00003\n", + " Exploit counter-intelligence vs bad actors\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " TA06 - Develop Content\\nTA08 - Pump Priming\\nT...\n", + " F00003 - Exploit counter-intelligence vs bad a...\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 3\n", + " F00004\n", + " Recruit like-minded converts \"people who used ...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " T0057 - Organise remote rallies and events\\nT0...\n", + " F00004 - Recruit like-minded converts \"people ...\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 4\n", + " F00005\n", + " SWOT Analysis of Cognition in Various Groups\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " All\n", + " F00005 - SWOT Analysis of Cognition in Various...\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 5\n", + " F00006\n", + " SWOT analysis of tech platforms\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " TA05 - Microtargeting\\nTA07 - Channel Selectio...\n", + " F00006 - SWOT analysis of tech platforms\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 6\n", + " F00007\n", + " Monitor account level activity in social networks\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA02 Objective Planning\n", + " D1 Detect\n", + " \n", + " All\n", + " F00007 - Monitor account level activity in soc...\n", + " TA02\n", + " Objective Planning\n", + " \n", + " \n", + " 7\n", + " F00008\n", + " Detect abnormal amplification\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0052 - Tertiary sites amplify news\\nT0053 - T...\n", + " F00008 - Detect abnormal amplification\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 8\n", + " F00009\n", + " Detect abnormal events\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0007 - Create fake Social Media Profiles / Pa...\n", + " F00009 - Detect abnormal events\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 9\n", + " F00010\n", + " Detect abnormal groups\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0007 - Create fake Social Media Profiles / Pa...\n", + " F00010 - Detect abnormal groups\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 10\n", + " F00011\n", + " Detect abnormal pages\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0007 - Create fake Social Media Profiles / Pa...\n", + " F00011 - Detect abnormal pages\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 11\n", + " F00012\n", + " Detect abnormal profiles, e.g. prolific pages/...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0007 - Create fake Social Media Profiles / Pa...\n", + " F00012 - Detect abnormal profiles, e.g. prolif...\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 12\n", + " F00013\n", + " Identify fake news sites\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0008\n", + " F00013 - Identify fake news sites\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 13\n", + " F00014\n", + " Trace connections\n", + " \n", + " for e.g. fake news sites\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0008\n", + " F00014 - Trace connections\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 14\n", + " F00015\n", + " Detect anomalies in membership growth patterns\n", + " \n", + " I include Fake Experts as they may use funding...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " TA07 - Channel Selection\\n\\nT0007 - Create fak...\n", + " F00015 - Detect anomalies in membership growth...\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 15\n", + " F00016\n", + " Identify fence-sitters\n", + " \n", + " Note: In each case, depending on the platform ...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " TA08 - Pump Priming\\nTA09 - Exposure\\nTA10 - G...\n", + " F00016 - Identify fence-sitters\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 16\n", + " F00017\n", + " Measure emotional valence\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0001 - 5Ds (dismiss, distort, distract, disma...\n", + " F00017 - Measure emotional valence\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 17\n", + " F00018\n", + " Follow the money\n", + " \n", + " track funding sources\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0009\n", + " F00018 - Follow the money\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 18\n", + " F00019\n", + " Activity resurgence detection (alarm when dorm...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA04 Develop Networks\n", + " D1 Detect\n", + " \n", + " T0011 - Hijack accounts\n", + " F00019 - Activity resurgence detection (alarm ...\n", + " TA04\n", + " Develop Networks\n", + " \n", + " \n", + " 19\n", + " F00020\n", + " Detect anomalous activity\n", + " \n", + " \n", + " A015 - general public,A001 - data scientist,A0...\n", + " R004 - platform algorithms\n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA04 Develop Networks\n", + " D1 Detect\n", + " \n", + " T0011 - Hijack accounts\n", + " F00020 - Detect anomalous activity\n", + " TA04\n", + " Develop Networks\n", + " \n", + " \n", + " 20\n", + " F00021\n", + " AI/ML automated early detection of campaign pl...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA04 Develop Networks\n", + " D1 Detect\n", + " Automated Detection of Campaign\n", + " TA03 - Develop People\\nTA04 - Develop Networks...\n", + " F00021 - AI/ML automated early detection of ca...\n", + " TA04\n", + " Develop Networks\n", + " \n", + " \n", + " 21\n", + " F00022\n", + " Digital authority - regulating body (united st...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA04 Develop Networks\n", + " D1 Detect\n", + " \n", + " \n", + " F00022 - Digital authority - regulating body (...\n", + " TA04\n", + " Develop Networks\n", + " \n", + " \n", + " 22\n", + " F00023\n", + " Periodic verification (counter to hijack legit...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA04 Develop Networks\n", + " D1 Detect\n", + " \n", + " T0011 - Hijack accounts\n", + " F00023 - Periodic verification (counter to hij...\n", + " TA04\n", + " Develop Networks\n", + " \n", + " \n", + " 23\n", + " F00024\n", + " Teach civics to kids/ adults/ seniors\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA04 Develop Networks\n", + " D1 Detect\n", + " \n", + " \n", + " F00024 - Teach civics to kids/ adults/ seniors\n", + " TA04\n", + " Develop Networks\n", + " \n", + " \n", + " 24\n", + " F00025\n", + " Boots-on-the-ground early narrative detection\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA05 Microtargeting\n", + " D1 Detect\n", + " \n", + " TA01 - Strategic Planning\\nTA02 - Objective Pl...\n", + " F00025 - Boots-on-the-ground early narrative d...\n", + " TA05\n", + " Microtargeting\n", + " \n", + " \n", + " 25\n", + " F00026\n", + " Language anomoly detection\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA05 Microtargeting\n", + " D1 Detect\n", + " \n", + " \n", + " F00026 - Language anomoly detection\n", + " TA05\n", + " Microtargeting\n", + " \n", + " \n", + " 26\n", + " F00027\n", + " Unlikely correlation of sentiment on same topics\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA05 Microtargeting\n", + " D1 Detect\n", + " \n", + " \n", + " F00027 - Unlikely correlation of sentiment on ...\n", + " TA05\n", + " Microtargeting\n", + " \n", + " \n", + " 27\n", + " F00028\n", + " Associate a public key signature with governme...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " T0025 - Leak altered documents\n", + " F00028 - Associate a public key signature with...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 28\n", + " F00029\n", + " Detect proto narratives, i.e. RT, Sputnik\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " TA01 - Strategic Planning\\n\\nT0006 - Create Ma...\n", + " F00029 - Detect proto narratives, i.e. RT, Spu...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 29\n", + " F00030\n", + " Early detection and warning - reporting of sus...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " TA03 - Develop People\\nTA04 - Develop Networks...\n", + " F00030 - Early detection and warning - reporti...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 30\n", + " F00031\n", + " Educate on how to identify information pollution\n", + " \n", + " Strategic planning included as innoculating po...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " TA01 - Strategic Planning\\n\\nT0019 - Generate ...\n", + " F00031 - Educate on how to identify informatio...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 31\n", + " F00032\n", + " Educate on how to identify to pollution\n", + " \n", + " DUPLICATE - DELETE\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " DUPLICATE - DELETE\n", + " F00032 - Educate on how to identify to pollution\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 32\n", + " F00033\n", + " Fake websites: add transparency on business model\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " T0013 - Create fake websites\n", + " F00033 - Fake websites: add transparency on bu...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 33\n", + " F00034\n", + " Flag the information spaces so people know abo...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " T0049 - Flooding\n", + " F00034 - Flag the information spaces so people...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 34\n", + " F00035\n", + " Identify repeated narrative DNA\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " TA01 - Strategic Planning\\n\\nT0006 - Create Ma...\n", + " F00035 - Identify repeated narrative DNA\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 35\n", + " F00036\n", + " Looking for AB testing in unregulated channels\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " T0020 - Trial content\n", + " F00036 - Looking for AB testing in unregulated...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 36\n", + " F00037\n", + " News content provenance certification.\n", + " \n", + " Original Comment: Shortcomings: intentional fa...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " TA01 - Strategic Planning* (non-existent techn...\n", + " F00037 - News content provenance certification.\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 37\n", + " F00038\n", + " Social capital as attack vector\n", + " \n", + " Unsure I understood the original intention or ...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " T0010 - Cultivate ignorant agents\\nT0039 - Bai...\n", + " F00038 - Social capital as attack vector\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 38\n", + " F00039\n", + " standards to track image/ video deep fakes - i...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " T0024 - Create fake videos and images\n", + " F00039 - standards to track image/ video deep ...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 39\n", + " F00040\n", + " Unalterable metadata signature on origins of i...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " T0024 - Create fake videos and images\n", + " F00040 - Unalterable metadata signature on ori...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 40\n", + " F00041\n", + " Bias detection\n", + " \n", + " Not technically left of boom\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA07 Channel Selection\n", + " D1 Detect\n", + " \n", + " T00029\n", + " F00041 - Bias detection\n", + " TA07\n", + " Channel Selection\n", + " \n", + " \n", + " 41\n", + " F00042\n", + " Categorize polls by intent\n", + " \n", + " Use T00029, but against the creators\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA07 Channel Selection\n", + " D1 Detect\n", + " \n", + " T00029\n", + " F00042 - Categorize polls by intent\n", + " TA07\n", + " Channel Selection\n", + " \n", + " \n", + " 42\n", + " F00043\n", + " Monitor for creation of fake known personas\n", + " \n", + " Platform companies and some information securi...\n", + " A031 - social media platform administrator,A01...\n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA07 Channel Selection\n", + " D1 Detect\n", + " \n", + " T00030\n", + " F00043 - Monitor for creation of fake known pe...\n", + " TA07\n", + " Channel Selection\n", + " \n", + " \n", + " 43\n", + " F00044\n", + " Forensic analysis\n", + " \n", + " Can be used in all phases for all techniques.\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA08 Pump Priming\n", + " D1 Detect\n", + " \n", + " All\n", + " F00044 - Forensic analysis\n", + " TA08\n", + " Pump Priming\n", + " \n", + " \n", + " 44\n", + " F00045\n", + " Forensic linguistic analysis\n", + " \n", + " Can be used in all phases for all techniques.\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA08 Pump Priming\n", + " D1 Detect\n", + " \n", + " All\n", + " F00045 - Forensic linguistic analysis\n", + " TA08\n", + " Pump Priming\n", + " \n", + " \n", + " 45\n", + " F00046\n", + " Pump priming analytics\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA08 Pump Priming\n", + " D1 Detect\n", + " \n", + " TA08 - Pump Priming\n", + " F00046 - Pump priming analytics\n", + " TA08\n", + " Pump Priming\n", + " \n", + " \n", + " 46\n", + " F00047\n", + " trace involved parties\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA08 Pump Priming\n", + " D1 Detect\n", + " \n", + " \n", + " F00047 - trace involved parties\n", + " TA08\n", + " Pump Priming\n", + " \n", + " \n", + " 47\n", + " F00048\n", + " Trace known operations and connection\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA08 Pump Priming\n", + " D1 Detect\n", + " \n", + " \n", + " F00048 - Trace known operations and connection\n", + " TA08\n", + " Pump Priming\n", + " \n", + " \n", + " 48\n", + " F00049\n", + " trace money\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA08 Pump Priming\n", + " D1 Detect\n", + " \n", + " \n", + " F00049 - trace money\n", + " TA08\n", + " Pump Priming\n", + " \n", + " \n", + " 49\n", + " F00050\n", + " Web cache analytics\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA08 Pump Priming\n", + " D1 Detect\n", + " \n", + " \n", + " F00050 - Web cache analytics\n", + " TA08\n", + " Pump Priming\n", + " \n", + " \n", + " 50\n", + " F00051\n", + " Challenge expertise\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " T0009 - Create fake experts\\nT0045 - Use fake ...\n", + " F00051 - Challenge expertise\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 51\n", + " F00052\n", + " Discover sponsors\n", + " \n", + " Discovering the sponsors behind a campaign, na...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " All\n", + " F00052 - Discover sponsors\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 52\n", + " F00053\n", + " Government rumour control office (what can we ...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " T0049\\nT0050\\nT0052\\nT0053\\nT0054\\nT0055\\nT0056\n", + " F00053 - Government rumour control office (wha...\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 53\n", + " F00054\n", + " Restrict people who can @ you on social networks\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " \n", + " F00054 - Restrict people who can @ you on soci...\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 54\n", + " F00055\n", + " Verify credentials\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " \n", + " F00055 - Verify credentials\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 55\n", + " F00056\n", + " Verify organisation legitimacy\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " \n", + " F00056 - Verify organisation legitimacy\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 56\n", + " F00057\n", + " Verify personal credentials of experts\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " \n", + " F00057 - Verify personal credentials of experts\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 57\n", + " F00058\n", + " Deplatform (cancel culture)\n", + " \n", + " *Deplatform People: This technique needs to be...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA10 Go Physical\n", + " D1 Detect\n", + " \n", + " TA07 - Channel Selection\\nTA09 - Exposure\\nTA1...\n", + " F00058 - Deplatform (cancel culture)\n", + " TA10\n", + " Go Physical\n", + " \n", + " \n", + " 58\n", + " F00059\n", + " Identify susceptible demographics\n", + " \n", + " All techniques provide or are susceptible to b...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA10 Go Physical\n", + " D1 Detect\n", + " \n", + " All\n", + " F00059 - Identify susceptible demographics\n", + " TA10\n", + " Go Physical\n", + " \n", + " \n", + " 59\n", + " F00060\n", + " Identify susceptible influencers\n", + " \n", + " I assume this was a transcript error. Otherwis...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA10 Go Physical\n", + " D1 Detect\n", + " \n", + " T0039 - Bait legitimate influencers\n", + " F00060 - Identify susceptible influencers\n", + " TA10\n", + " Go Physical\n", + " \n", + " \n", + " 60\n", + " F00061\n", + " Microtargeting\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA10 Go Physical\n", + " D1 Detect\n", + " \n", + " All\n", + " F00061 - Microtargeting\n", + " TA10\n", + " Go Physical\n", + " \n", + " \n", + " 61\n", + " F00062\n", + " Detect when Dormant account turns active\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA11 Persistence\n", + " D1 Detect\n", + " \n", + " TA09 - Exposure\\n\\nT0007 - Create fake Social ...\n", + " F00062 - Detect when Dormant account turns active\n", + " TA11\n", + " Persistence\n", + " \n", + " \n", + " 62\n", + " F00063\n", + " Linguistic change analysis\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA11 Persistence\n", + " D1 Detect\n", + " \n", + " \n", + " F00063 - Linguistic change analysis\n", + " TA11\n", + " Persistence\n", + " \n", + " \n", + " 63\n", + " F00064\n", + " Monitor reports of account takeover\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA11 Persistence\n", + " D1 Detect\n", + " \n", + " T0011 - Hijack legitimate account\n", + " F00064 - Monitor reports of account takeover\n", + " TA11\n", + " Persistence\n", + " \n", + " \n", + " 64\n", + " F00065\n", + " Sentiment change analysis\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA11 Persistence\n", + " D1 Detect\n", + " \n", + " \n", + " F00065 - Sentiment change analysis\n", + " TA11\n", + " Persistence\n", + " \n", + " \n", + " 65\n", + " F00066\n", + " Use language errors, time to respond to accoun...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA11 Persistence\n", + " D1 Detect\n", + " \n", + " \n", + " F00066 - Use language errors, time to respond ...\n", + " TA11\n", + " Persistence\n", + " \n", + " \n", + " 66\n", + " F00067\n", + " Data forensics\n", + " \n", + " \n", + " A001 - data scientist\n", + " \n", + " 2019-11-search\n", + " \n", + " I00029,I00045\n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00067 - Data forensics\n", + " \n", + " None\n", + " \n", + " \n", + " 67\n", + " F00068\n", + " Resonance analysis\n", + " \n", + " a developing methodology for identifying stati...\n", + " \n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00068 - Resonance analysis\n", + " \n", + " None\n", + " \n", + " \n", + " 68\n", + " F00069\n", + " Track Russian media and develop analytic methods.\n", + " \n", + " To effectively counter Russian propaganda, it ...\n", + " \n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00069 - Track Russian media and develop analy...\n", + " \n", + " None\n", + " \n", + " \n", + " 69\n", + " F00070\n", + " Full spectrum analytics\n", + " \n", + " \n", + " A001 - data scientist\n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " ALL\n", + " D1 Detect\n", + " \n", + " \n", + " F00070 - Full spectrum analytics\n", + " ALL\n", + " None\n", + " \n", + " \n", + " 70\n", + " F00071\n", + " Network analysis Identify/cultivate/support in...\n", + " \n", + " Local influencers detected via Twitter network...\n", + " A001 - data scientist\n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00071 - Network analysis Identify/cultivate/s...\n", + " \n", + " None\n", + " \n", + " \n", + " 71\n", + " F00072\n", + " network analysis to identify central users in ...\n", + " \n", + " It is possible that some of these are bots or ...\n", + " A001 - data scientist\n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00072 - network analysis to identify central ...\n", + " \n", + " None\n", + " \n", + " \n", + " 72\n", + " F00073\n", + " collect intel/recon on black/covert content cr...\n", + " \n", + " Players at the level of covert attribution, re...\n", + " \n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00073 - collect intel/recon on black/covert c...\n", + " \n", + " None\n", + " \n", + " \n", + " 73\n", + " F00074\n", + " identify relevant fence-sitter communities\n", + " \n", + " brand ambassador programs could be used with i...\n", + " \n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00074 - identify relevant fence-sitter commun...\n", + " \n", + " None\n", + " \n", + " \n", + " 74\n", + " F00075\n", + " leverage open-source information\n", + " \n", + " significant amounts of quality open-source inf...\n", + " \n", + " \n", + " 2019-11-search\n", + " Dalton19\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00075 - leverage open-source information\n", + " \n", + " None\n", + " \n", + " \n", + " 75\n", + " F00076\n", + " Monitor/collect audience engagement data conne...\n", + " \n", + " Target audience connected to \"useful idiots ra...\n", + " \n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00076 - Monitor/collect audience engagement d...\n", + " \n", + " None\n", + " \n", + " \n", + " 76\n", + " F00077\n", + " Model for bot account behavior\n", + " \n", + " Bot account: action based, people. Unsure whic...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " \n", + " F00077 - Model for bot account behavior\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 77\n", + " F00078\n", + " Monitor account level activity in social networks\n", + " \n", + " All techniques benefit from careful analysis a...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " All\n", + " F00078 - Monitor account level activity in soc...\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 78\n", + " F00079\n", + " Network anomaly detection\n", + " \n", + " \n", + " A001 - data scientist\n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA05 Microtargeting\n", + " D1 Detect\n", + " \n", + " T0029 - Manipulate online polls\\nT0047 - Muzzl...\n", + " F00079 - Network anomaly detection\n", + " TA05\n", + " Microtargeting\n", + " \n", + " \n", + " 79\n", + " F00080\n", + " Hack the polls/ content yourself\n", + " \n", + " Two wrongs don't make a right? But if you hack...\n", + " A015 - general public\n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA07 Channel Selection\n", + " D1 Detect\n", + " \n", + " T0029 - Manipulate online polls\n", + " F00080 - Hack the polls/ content yourself\n", + " TA07\n", + " Channel Selection\n", + " \n", + " \n", + " 80\n", + " F00081\n", + " Need way for end user to report operations\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " T0049\\nT0050\\nT0052\\nT0053\\nT0054\\nT0055\\nT0056\n", + " F00081 - Need way for end user to report opera...\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 81\n", + " F00082\n", + " Control the US \"slang\" translation boards\n", + " \n", + " \n", + " A028 - platform administrator\n", + " R005 - slang translation\n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA11 Persistence\n", + " D3 Disrupt\n", + " \n", + " \n", + " F00082 - Control the US \"slang\" translation bo...\n", + " TA11\n", + " Persistence\n", + " \n", + " \n", + " 82\n", + " F00083\n", + " Build and own meme generator, then track and w...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA11 Persistence\n", + " D5 Deceive\n", + " \n", + " T0012 - Use concealment\\nT0021 - Memes\n", + " F00083 - Build and own meme generator, then tr...\n", + " TA11\n", + " Persistence\n", + " \n", + " \n", + " 83\n", + " F00084\n", + " Track individual bad actors\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " \n", + " F00084 - Track individual bad actors\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 84\n", + " F00085\n", + " detection of a weak signal through global noise\n", + " \n", + " Gray zone threats are challenging given that w...\n", + " \n", + " \n", + " 2019-11-search\n", + " Dalton19\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " F00085 - detection of a weak signal through gl...\n", + " \n", + " None\n", + " \n", + " \n", + " 85\n", + " F00086\n", + " Outpace Competitor Intelligence Capabilities\n", + " \n", + " Develop an intelligence-based understanding of...\n", + " \n", + " \n", + " 2019-11-search\n", + " Hicks19\n", + " \n", + " TA02 Objective planning\n", + " D1 Detect\n", + " \n", + " \n", + " F00086 - Outpace Competitor Intelligence Capab...\n", + " TA02\n", + " Objective planning\n", + " \n", + " \n", + " 86\n", + " F00087\n", + " Improve Indications and Warning\n", + " \n", + " United States has not adequately adapted its i...\n", + " \n", + " \n", + " 2019-11-search\n", + " Hicks19\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00087 - Improve Indications and Warning\n", + " \n", + " None\n", + " \n", + " \n", + " 87\n", + " F00088\n", + " Revitalize an “active measures working group,”\n", + " \n", + " Recognize campaigns from weak signals, includi...\n", + " \n", + " \n", + " 2019-11-search\n", + " Dalton19\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00088 - Revitalize an “active measures workin...\n", + " \n", + " None\n", + " \n", + " \n", + " 88\n", + " F00089\n", + " target/name/flag \"grey zone\" website content\n", + " \n", + " \"Gray zone\" is second level of content produce...\n", + " \n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " TA04 Develop Networks\n", + " D1 Detect\n", + " \n", + " \n", + " F00089 - target/name/flag \"grey zone\" website ...\n", + " TA04\n", + " Develop Networks\n", + " \n", + " \n", + " 89\n", + " F00090\n", + " Match Punitive Tools with Third-Party Inducements\n", + " \n", + " Bring private sector and civil society into ac...\n", + " \n", + " \n", + " 2019-11-search\n", + " Hicks19\n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " \n", + " F00090 - Match Punitive Tools with Third-Party...\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 90\n", + " F00091\n", + " Partner to develop analytic methods & tools\n", + " \n", + " This might include working with relevant techn...\n", + " A001 data scientist,A024 developer\n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " \n", + " F00091 - Partner to develop analytic methods &...\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 91\n", + " F00092\n", + " daylight\n", + " \n", + " Warn social media companies about an ongoing c...\n", + " A015 - general public\n", + " R006 - disinformation datasets\n", + " 2019-11-search\n", + " \n", + " I00002\n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " \n", + " F00092 - daylight\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 92\n", + " F00093\n", + " S4d detection and re-allocation approaches\n", + " M004 - friction\n", + " S4D is a way to separate out different speaker...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D3 Disrupt\n", + " \n", + " T0011 - Hijack legitimate account\n", + " F00093 - S4d detection and re-allocation appro...\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 93\n", + " F00094\n", + " Registries alert when large batches of newsy U...\n", + " M003 - daylight\n", + " \n", + " A028 - platform administrator\n", + " \n", + " grugq\n", + " \n", + " \n", + " TA07 Channel Selection\n", + " D2 Deny\n", + " \n", + " T0013 - Create fake websites\\nT0008 - Create f...\n", + " F00094 - Registries alert when large batches o...\n", + " TA07\n", + " Channel Selection\n", + " \n", + " \n", + "\n", + "" + ], + "text/plain": [ + " amitt_id name \\\n", + "0 F00001 Analyse aborted / failed campaigns \n", + "1 F00002 Analyse viral fizzle \n", + "2 F00003 Exploit counter-intelligence vs bad actors \n", + "3 F00004 Recruit like-minded converts \"people who used ... \n", + "4 F00005 SWOT Analysis of Cognition in Various Groups \n", + "5 F00006 SWOT analysis of tech platforms \n", + "6 F00007 Monitor account level activity in social networks \n", + "7 F00008 Detect abnormal amplification \n", + "8 F00009 Detect abnormal events \n", + "9 F00010 Detect abnormal groups \n", + "10 F00011 Detect abnormal pages \n", + "11 F00012 Detect abnormal profiles, e.g. prolific pages/... \n", + "12 F00013 Identify fake news sites \n", + "13 F00014 Trace connections \n", + "14 F00015 Detect anomalies in membership growth patterns \n", + "15 F00016 Identify fence-sitters \n", + "16 F00017 Measure emotional valence \n", + "17 F00018 Follow the money \n", + "18 F00019 Activity resurgence detection (alarm when dorm... \n", + "19 F00020 Detect anomalous activity \n", + "20 F00021 AI/ML automated early detection of campaign pl... \n", + "21 F00022 Digital authority - regulating body (united st... \n", + "22 F00023 Periodic verification (counter to hijack legit... \n", + "23 F00024 Teach civics to kids/ adults/ seniors \n", + "24 F00025 Boots-on-the-ground early narrative detection \n", + "25 F00026 Language anomoly detection \n", + "26 F00027 Unlikely correlation of sentiment on same topics \n", + "27 F00028 Associate a public key signature with governme... \n", + "28 F00029 Detect proto narratives, i.e. RT, Sputnik \n", + "29 F00030 Early detection and warning - reporting of sus... \n", + "30 F00031 Educate on how to identify information pollution \n", + "31 F00032 Educate on how to identify to pollution \n", + "32 F00033 Fake websites: add transparency on business model \n", + "33 F00034 Flag the information spaces so people know abo... \n", + "34 F00035 Identify repeated narrative DNA \n", + "35 F00036 Looking for AB testing in unregulated channels \n", + "36 F00037 News content provenance certification. \n", + "37 F00038 Social capital as attack vector \n", + "38 F00039 standards to track image/ video deep fakes - i... \n", + "39 F00040 Unalterable metadata signature on origins of i... \n", + "40 F00041 Bias detection \n", + "41 F00042 Categorize polls by intent \n", + "42 F00043 Monitor for creation of fake known personas \n", + "43 F00044 Forensic analysis \n", + "44 F00045 Forensic linguistic analysis \n", + "45 F00046 Pump priming analytics \n", + "46 F00047 trace involved parties \n", + "47 F00048 Trace known operations and connection \n", + "48 F00049 trace money \n", + "49 F00050 Web cache analytics \n", + "50 F00051 Challenge expertise \n", + "51 F00052 Discover sponsors \n", + "52 F00053 Government rumour control office (what can we ... \n", + "53 F00054 Restrict people who can @ you on social networks \n", + "54 F00055 Verify credentials \n", + "55 F00056 Verify organisation legitimacy \n", + "56 F00057 Verify personal credentials of experts \n", + "57 F00058 Deplatform (cancel culture) \n", + "58 F00059 Identify susceptible demographics \n", + "59 F00060 Identify susceptible influencers \n", + "60 F00061 Microtargeting \n", + "61 F00062 Detect when Dormant account turns active \n", + "62 F00063 Linguistic change analysis \n", + "63 F00064 Monitor reports of account takeover \n", + "64 F00065 Sentiment change analysis \n", + "65 F00066 Use language errors, time to respond to accoun... \n", + "66 F00067 Data forensics \n", + "67 F00068 Resonance analysis \n", + "68 F00069 Track Russian media and develop analytic methods. \n", + "69 F00070 Full spectrum analytics \n", + "70 F00071 Network analysis Identify/cultivate/support in... \n", + "71 F00072 network analysis to identify central users in ... \n", + "72 F00073 collect intel/recon on black/covert content cr... \n", + "73 F00074 identify relevant fence-sitter communities \n", + "74 F00075 leverage open-source information \n", + "75 F00076 Monitor/collect audience engagement data conne... \n", + "76 F00077 Model for bot account behavior \n", + "77 F00078 Monitor account level activity in social networks \n", + "78 F00079 Network anomaly detection \n", + "79 F00080 Hack the polls/ content yourself \n", + "80 F00081 Need way for end user to report operations \n", + "81 F00082 Control the US \"slang\" translation boards \n", + "82 F00083 Build and own meme generator, then track and w... \n", + "83 F00084 Track individual bad actors \n", + "84 F00085 detection of a weak signal through global noise \n", + "85 F00086 Outpace Competitor Intelligence Capabilities \n", + "86 F00087 Improve Indications and Warning \n", + "87 F00088 Revitalize an “active measures working group,” \n", + "88 F00089 target/name/flag \"grey zone\" website content \n", + "89 F00090 Match Punitive Tools with Third-Party Inducements \n", + "90 F00091 Partner to develop analytic methods & tools \n", + "91 F00092 daylight \n", + "92 F00093 S4d detection and re-allocation approaches \n", + "93 F00094 Registries alert when large batches of newsy U... \n", + "\n", + " metatechnique summary \\\n", + "0 Examine failed campaigns. How did they fail? C... \n", + "1 \n", + "2 \n", + "3 \n", + "4 \n", + "5 \n", + "6 \n", + "7 \n", + "8 \n", + "9 \n", + "10 \n", + "11 \n", + "12 \n", + "13 for e.g. fake news sites \n", + "14 I include Fake Experts as they may use funding... \n", + "15 Note: In each case, depending on the platform ... \n", + "16 \n", + "17 track funding sources \n", + "18 \n", + "19 \n", + "20 \n", + "21 \n", + "22 \n", + "23 \n", + "24 \n", + "25 \n", + "26 \n", + "27 \n", + "28 \n", + "29 \n", + "30 Strategic planning included as innoculating po... \n", + "31 DUPLICATE - DELETE \n", + "32 \n", + "33 \n", + "34 \n", + "35 \n", + "36 Original Comment: Shortcomings: intentional fa... \n", + "37 Unsure I understood the original intention or ... \n", + "38 \n", + "39 \n", + "40 Not technically left of boom \n", + "41 Use T00029, but against the creators \n", + "42 Platform companies and some information securi... \n", + "43 Can be used in all phases for all techniques. \n", + "44 Can be used in all phases for all techniques. \n", + "45 \n", + "46 \n", + "47 \n", + "48 \n", + "49 \n", + "50 \n", + "51 Discovering the sponsors behind a campaign, na... \n", + "52 \n", + "53 \n", + "54 \n", + "55 \n", + "56 \n", + "57 *Deplatform People: This technique needs to be... \n", + "58 All techniques provide or are susceptible to b... \n", + "59 I assume this was a transcript error. Otherwis... \n", + "60 \n", + "61 \n", + "62 \n", + "63 \n", + "64 \n", + "65 \n", + "66 \n", + "67 a developing methodology for identifying stati... \n", + "68 To effectively counter Russian propaganda, it ... \n", + "69 \n", + "70 Local influencers detected via Twitter network... \n", + "71 It is possible that some of these are bots or ... \n", + "72 Players at the level of covert attribution, re... \n", + "73 brand ambassador programs could be used with i... \n", + "74 significant amounts of quality open-source inf... \n", + "75 Target audience connected to \"useful idiots ra... \n", + "76 Bot account: action based, people. Unsure whic... \n", + "77 All techniques benefit from careful analysis a... \n", + "78 \n", + "79 Two wrongs don't make a right? But if you hack... \n", + "80 \n", + "81 \n", + "82 \n", + "83 \n", + "84 Gray zone threats are challenging given that w... \n", + "85 Develop an intelligence-based understanding of... \n", + "86 United States has not adequately adapted its i... \n", + "87 Recognize campaigns from weak signals, includi... \n", + "88 \"Gray zone\" is second level of content produce... \n", + "89 Bring private sector and civil society into ac... \n", + "90 This might include working with relevant techn... \n", + "91 Warn social media companies about an ongoing c... \n", + "92 M004 - friction S4D is a way to separate out different speaker... \n", + "93 M003 - daylight \n", + "\n", + " actors \\\n", + "0 \n", + "1 \n", + "2 \n", + "3 \n", + "4 \n", + "5 \n", + "6 \n", + "7 \n", + "8 \n", + "9 \n", + "10 \n", + "11 \n", + "12 \n", + "13 \n", + "14 \n", + "15 \n", + "16 \n", + "17 \n", + "18 \n", + "19 A015 - general public,A001 - data scientist,A0... \n", + "20 \n", + "21 \n", + "22 \n", + "23 \n", + "24 \n", + "25 \n", + "26 \n", + "27 \n", + "28 \n", + "29 \n", + "30 \n", + "31 \n", + "32 \n", + "33 \n", + "34 \n", + "35 \n", + "36 \n", + "37 \n", + "38 \n", + "39 \n", + "40 \n", + "41 \n", + "42 A031 - social media platform administrator,A01... \n", + "43 \n", + "44 \n", + "45 \n", + "46 \n", + "47 \n", + "48 \n", + "49 \n", + "50 \n", + "51 \n", + "52 \n", + "53 \n", + "54 \n", + "55 \n", + "56 \n", + "57 \n", + "58 \n", + "59 \n", + "60 \n", + "61 \n", + "62 \n", + "63 \n", + "64 \n", + "65 \n", + "66 A001 - data scientist \n", + "67 \n", + "68 \n", + "69 A001 - data scientist \n", + "70 A001 - data scientist \n", + "71 A001 - data scientist \n", + "72 \n", + "73 \n", + "74 \n", + "75 \n", + "76 \n", + "77 \n", + "78 A001 - data scientist \n", + "79 A015 - general public \n", + "80 \n", + "81 A028 - platform administrator \n", + "82 \n", + "83 \n", + "84 \n", + "85 \n", + "86 \n", + "87 \n", + "88 \n", + "89 \n", + "90 A001 data scientist,A024 developer \n", + "91 A015 - general public \n", + "92 \n", + "93 A028 - platform administrator \n", + "\n", + " resources_needed how_found references \\\n", + "0 2019-11-workshop \n", + "1 2019-11-workshop \n", + "2 2019-11-workshop \n", + "3 2019-11-workshop \n", + "4 2019-11-workshop \n", + "5 2019-11-workshop \n", + "6 2019-11-workshop \n", + "7 2019-11-workshop \n", + "8 2019-11-workshop \n", + "9 2019-11-workshop \n", + "10 2019-11-workshop \n", + "11 2019-11-workshop \n", + "12 2019-11-workshop \n", + "13 2019-11-workshop \n", + "14 2019-11-workshop \n", + "15 2019-11-workshop \n", + "16 2019-11-workshop \n", + "17 2019-11-workshop \n", + "18 2019-11-workshop \n", + "19 R004 - platform algorithms 2019-11-workshop \n", + "20 2019-11-workshop \n", + "21 2019-11-workshop \n", + "22 2019-11-workshop \n", + "23 2019-11-workshop \n", + "24 2019-11-workshop \n", + "25 2019-11-workshop \n", + "26 2019-11-workshop \n", + "27 2019-11-workshop \n", + "28 2019-11-workshop \n", + "29 2019-11-workshop \n", + "30 2019-11-workshop \n", + "31 2019-11-workshop \n", + "32 2019-11-workshop \n", + "33 2019-11-workshop \n", + "34 2019-11-workshop \n", + "35 2019-11-workshop \n", + "36 2019-11-workshop \n", + "37 2019-11-workshop \n", + "38 2019-11-workshop \n", + "39 2019-11-workshop \n", + "40 2019-11-workshop \n", + "41 2019-11-workshop \n", + "42 2019-11-workshop \n", + "43 2019-11-workshop \n", + "44 2019-11-workshop \n", + "45 2019-11-workshop \n", + "46 2019-11-workshop \n", + "47 2019-11-workshop \n", + "48 2019-11-workshop \n", + "49 2019-11-workshop \n", + "50 2019-11-workshop \n", + "51 2019-11-workshop \n", + "52 2019-11-workshop \n", + "53 2019-11-workshop \n", + "54 2019-11-workshop \n", + "55 2019-11-workshop \n", + "56 2019-11-workshop \n", + "57 2019-11-workshop \n", + "58 2019-11-workshop \n", + "59 2019-11-workshop \n", + "60 2019-11-workshop \n", + "61 2019-11-workshop \n", + "62 2019-11-workshop \n", + "63 2019-11-workshop \n", + "64 2019-11-workshop \n", + "65 2019-11-workshop \n", + "66 2019-11-search \n", + "67 2019-11-search Rand2237 \n", + "68 2019-11-search Rand2237 \n", + "69 2019-11-workshop \n", + "70 2019-11-search Rand2237 \n", + "71 2019-11-search Rand2237 \n", + "72 2019-11-search Rand2237 \n", + "73 2019-11-search Rand2237 \n", + "74 2019-11-search Dalton19 \n", + "75 2019-11-search Rand2237 \n", + "76 2019-11-workshop \n", + "77 2019-11-workshop \n", + "78 2019-11-workshop \n", + "79 2019-11-workshop \n", + "80 2019-11-workshop \n", + "81 R005 - slang translation 2019-11-workshop \n", + "82 2019-11-workshop \n", + "83 2019-11-workshop \n", + "84 2019-11-search Dalton19 \n", + "85 2019-11-search Hicks19 \n", + "86 2019-11-search Hicks19 \n", + "87 2019-11-search Dalton19 \n", + "88 2019-11-search Rand2237 \n", + "89 2019-11-search Hicks19 \n", + "90 2019-11-search Rand2237 \n", + "91 R006 - disinformation datasets 2019-11-search \n", + "92 2019-11-workshop \n", + "93 grugq \n", + "\n", + " incidents tactic responsetype \\\n", + "0 TA01 Strategic Planning D1 Detect \n", + "1 TA01 Strategic Planning D1 Detect \n", + "2 TA01 Strategic Planning D1 Detect \n", + "3 TA01 Strategic Planning D1 Detect \n", + "4 TA01 Strategic Planning D1 Detect \n", + "5 TA01 Strategic Planning D1 Detect \n", + "6 TA02 Objective Planning D1 Detect \n", + "7 TA03 Develop People D1 Detect \n", + "8 TA03 Develop People D1 Detect \n", + "9 TA03 Develop People D1 Detect \n", + "10 TA03 Develop People D1 Detect \n", + "11 TA03 Develop People D1 Detect \n", + "12 TA03 Develop People D1 Detect \n", + "13 TA03 Develop People D1 Detect \n", + "14 TA03 Develop People D1 Detect \n", + "15 TA03 Develop People D1 Detect \n", + "16 TA03 Develop People D1 Detect \n", + "17 TA03 Develop People D1 Detect \n", + "18 TA04 Develop Networks D1 Detect \n", + "19 TA04 Develop Networks D1 Detect \n", + "20 TA04 Develop Networks D1 Detect \n", + "21 TA04 Develop Networks D1 Detect \n", + "22 TA04 Develop Networks D1 Detect \n", + "23 TA04 Develop Networks D1 Detect \n", + "24 TA05 Microtargeting D1 Detect \n", + "25 TA05 Microtargeting D1 Detect \n", + "26 TA05 Microtargeting D1 Detect \n", + "27 TA06 Develop Content D1 Detect \n", + "28 TA06 Develop Content D1 Detect \n", + "29 TA06 Develop Content D1 Detect \n", + "30 TA06 Develop Content D1 Detect \n", + "31 TA06 Develop Content D1 Detect \n", + "32 TA06 Develop Content D1 Detect \n", + "33 TA06 Develop Content D1 Detect \n", + "34 TA06 Develop Content D1 Detect \n", + "35 TA06 Develop Content D1 Detect \n", + "36 TA06 Develop Content D1 Detect \n", + "37 TA06 Develop Content D1 Detect \n", + "38 TA06 Develop Content D1 Detect \n", + "39 TA06 Develop Content D1 Detect \n", + "40 TA07 Channel Selection D1 Detect \n", + "41 TA07 Channel Selection D1 Detect \n", + "42 TA07 Channel Selection D1 Detect \n", + "43 TA08 Pump Priming D1 Detect \n", + "44 TA08 Pump Priming D1 Detect \n", + "45 TA08 Pump Priming D1 Detect \n", + "46 TA08 Pump Priming D1 Detect \n", + "47 TA08 Pump Priming D1 Detect \n", + "48 TA08 Pump Priming D1 Detect \n", + "49 TA08 Pump Priming D1 Detect \n", + "50 TA09 Exposure D1 Detect \n", + "51 TA09 Exposure D1 Detect \n", + "52 TA09 Exposure D1 Detect \n", + "53 TA09 Exposure D1 Detect \n", + "54 TA09 Exposure D1 Detect \n", + "55 TA09 Exposure D1 Detect \n", + "56 TA09 Exposure D1 Detect \n", + "57 TA10 Go Physical D1 Detect \n", + "58 TA10 Go Physical D1 Detect \n", + "59 TA10 Go Physical D1 Detect \n", + "60 TA10 Go Physical D1 Detect \n", + "61 TA11 Persistence D1 Detect \n", + "62 TA11 Persistence D1 Detect \n", + "63 TA11 Persistence D1 Detect \n", + "64 TA11 Persistence D1 Detect \n", + "65 TA11 Persistence D1 Detect \n", + "66 I00029,I00045 D1 Detect \n", + "67 D1 Detect \n", + "68 D1 Detect \n", + "69 ALL D1 Detect \n", + "70 D1 Detect \n", + "71 D1 Detect \n", + "72 D1 Detect \n", + "73 D1 Detect \n", + "74 D1 Detect \n", + "75 D1 Detect \n", + "76 TA03 Develop People D1 Detect \n", + "77 TA03 Develop People D1 Detect \n", + "78 TA05 Microtargeting D1 Detect \n", + "79 TA07 Channel Selection D1 Detect \n", + "80 TA09 Exposure D1 Detect \n", + "81 TA11 Persistence D3 Disrupt \n", + "82 TA11 Persistence D5 Deceive \n", + "83 TA03 Develop People D1 Detect \n", + "84 \n", + "85 TA02 Objective planning D1 Detect \n", + "86 D1 Detect \n", + "87 D1 Detect \n", + "88 TA04 Develop Networks D1 Detect \n", + "89 TA01 Strategic Planning D1 Detect \n", + "90 TA01 Strategic Planning D1 Detect \n", + "91 I00002 TA09 Exposure D1 Detect \n", + "92 TA03 Develop People D3 Disrupt \n", + "93 TA07 Channel Selection D2 Deny \n", + "\n", + " notes \\\n", + "0 \n", + "1 \n", + "2 \n", + "3 \n", + "4 \n", + "5 \n", + "6 \n", + "7 \n", + "8 \n", + "9 \n", + "10 \n", + "11 \n", + "12 \n", + "13 \n", + "14 \n", + "15 \n", + "16 \n", + "17 \n", + "18 \n", + "19 \n", + "20 Automated Detection of Campaign \n", + "21 \n", + "22 \n", + "23 \n", + "24 \n", + "25 \n", + "26 \n", + "27 \n", + "28 \n", + "29 \n", + "30 \n", + "31 \n", + "32 \n", + "33 \n", + "34 \n", + "35 \n", + "36 \n", + "37 \n", + "38 \n", + "39 \n", + "40 \n", + "41 \n", + "42 \n", + "43 \n", + "44 \n", + "45 \n", + "46 \n", + "47 \n", + "48 \n", + "49 \n", + "50 \n", + "51 \n", + "52 \n", + "53 \n", + "54 \n", + "55 \n", + "56 \n", + "57 \n", + "58 \n", + "59 \n", + "60 \n", + "61 \n", + "62 \n", + "63 \n", + "64 \n", + "65 \n", + "66 \n", + "67 \n", + "68 \n", + "69 \n", + "70 \n", + "71 \n", + "72 \n", + "73 \n", + "74 \n", + "75 \n", + "76 \n", + "77 \n", + "78 \n", + "79 \n", + "80 \n", + "81 \n", + "82 \n", + "83 \n", + "84 \n", + "85 \n", + "86 \n", + "87 \n", + "88 \n", + "89 \n", + "90 \n", + "91 \n", + "92 \n", + "93 \n", + "\n", + " techniques \\\n", + "0 All \n", + "1 T0049 - Flooding\\nT0052 - Tertiary sites ampli... \n", + "2 TA06 - Develop Content\\nTA08 - Pump Priming\\nT... \n", + "3 T0057 - Organise remote rallies and events\\nT0... \n", + "4 All \n", + "5 TA05 - Microtargeting\\nTA07 - Channel Selectio... \n", + "6 All \n", + "7 T0052 - Tertiary sites amplify news\\nT0053 - T... \n", + "8 T0007 - Create fake Social Media Profiles / Pa... \n", + "9 T0007 - Create fake Social Media Profiles / Pa... \n", + "10 T0007 - Create fake Social Media Profiles / Pa... \n", + "11 T0007 - Create fake Social Media Profiles / Pa... \n", + "12 T0008 \n", + "13 T0008 \n", + "14 TA07 - Channel Selection\\n\\nT0007 - Create fak... \n", + "15 TA08 - Pump Priming\\nTA09 - Exposure\\nTA10 - G... \n", + "16 T0001 - 5Ds (dismiss, distort, distract, disma... \n", + "17 T0009 \n", + "18 T0011 - Hijack accounts \n", + "19 T0011 - Hijack accounts \n", + "20 TA03 - Develop People\\nTA04 - Develop Networks... \n", + "21 \n", + "22 T0011 - Hijack accounts \n", + "23 \n", + "24 TA01 - Strategic Planning\\nTA02 - Objective Pl... \n", + "25 \n", + "26 \n", + "27 T0025 - Leak altered documents \n", + "28 TA01 - Strategic Planning\\n\\nT0006 - Create Ma... \n", + "29 TA03 - Develop People\\nTA04 - Develop Networks... \n", + "30 TA01 - Strategic Planning\\n\\nT0019 - Generate ... \n", + "31 DUPLICATE - DELETE \n", + "32 T0013 - Create fake websites \n", + "33 T0049 - Flooding \n", + "34 TA01 - Strategic Planning\\n\\nT0006 - Create Ma... \n", + "35 T0020 - Trial content \n", + "36 TA01 - Strategic Planning* (non-existent techn... \n", + "37 T0010 - Cultivate ignorant agents\\nT0039 - Bai... \n", + "38 T0024 - Create fake videos and images \n", + "39 T0024 - Create fake videos and images \n", + "40 T00029 \n", + "41 T00029 \n", + "42 T00030 \n", + "43 All \n", + "44 All \n", + "45 TA08 - Pump Priming \n", + "46 \n", + "47 \n", + "48 \n", + "49 \n", + "50 T0009 - Create fake experts\\nT0045 - Use fake ... \n", + "51 All \n", + "52 T0049\\nT0050\\nT0052\\nT0053\\nT0054\\nT0055\\nT0056 \n", + "53 \n", + "54 \n", + "55 \n", + "56 \n", + "57 TA07 - Channel Selection\\nTA09 - Exposure\\nTA1... \n", + "58 All \n", + "59 T0039 - Bait legitimate influencers \n", + "60 All \n", + "61 TA09 - Exposure\\n\\nT0007 - Create fake Social ... \n", + "62 \n", + "63 T0011 - Hijack legitimate account \n", + "64 \n", + "65 \n", + "66 \n", + "67 \n", + "68 \n", + "69 \n", + "70 \n", + "71 \n", + "72 \n", + "73 \n", + "74 \n", + "75 \n", + "76 \n", + "77 All \n", + "78 T0029 - Manipulate online polls\\nT0047 - Muzzl... \n", + "79 T0029 - Manipulate online polls \n", + "80 T0049\\nT0050\\nT0052\\nT0053\\nT0054\\nT0055\\nT0056 \n", + "81 \n", + "82 T0012 - Use concealment\\nT0021 - Memes \n", + "83 \n", + "84 \n", + "85 \n", + "86 \n", + "87 \n", + "88 \n", + "89 \n", + "90 \n", + "91 \n", + "92 T0011 - Hijack legitimate account \n", + "93 T0013 - Create fake websites\\nT0008 - Create f... \n", + "\n", + " longname tactic_id \\\n", + "0 F00001 - Analyse aborted / failed campaigns TA01 \n", + "1 F00002 - Analyse viral fizzle TA01 \n", + "2 F00003 - Exploit counter-intelligence vs bad a... TA01 \n", + "3 F00004 - Recruit like-minded converts \"people ... TA01 \n", + "4 F00005 - SWOT Analysis of Cognition in Various... TA01 \n", + "5 F00006 - SWOT analysis of tech platforms TA01 \n", + "6 F00007 - Monitor account level activity in soc... TA02 \n", + "7 F00008 - Detect abnormal amplification TA03 \n", + "8 F00009 - Detect abnormal events TA03 \n", + "9 F00010 - Detect abnormal groups TA03 \n", + "10 F00011 - Detect abnormal pages TA03 \n", + "11 F00012 - Detect abnormal profiles, e.g. prolif... TA03 \n", + "12 F00013 - Identify fake news sites TA03 \n", + "13 F00014 - Trace connections TA03 \n", + "14 F00015 - Detect anomalies in membership growth... TA03 \n", + "15 F00016 - Identify fence-sitters TA03 \n", + "16 F00017 - Measure emotional valence TA03 \n", + "17 F00018 - Follow the money TA03 \n", + "18 F00019 - Activity resurgence detection (alarm ... TA04 \n", + "19 F00020 - Detect anomalous activity TA04 \n", + "20 F00021 - AI/ML automated early detection of ca... TA04 \n", + "21 F00022 - Digital authority - regulating body (... TA04 \n", + "22 F00023 - Periodic verification (counter to hij... TA04 \n", + "23 F00024 - Teach civics to kids/ adults/ seniors TA04 \n", + "24 F00025 - Boots-on-the-ground early narrative d... TA05 \n", + "25 F00026 - Language anomoly detection TA05 \n", + "26 F00027 - Unlikely correlation of sentiment on ... TA05 \n", + "27 F00028 - Associate a public key signature with... TA06 \n", + "28 F00029 - Detect proto narratives, i.e. RT, Spu... TA06 \n", + "29 F00030 - Early detection and warning - reporti... TA06 \n", + "30 F00031 - Educate on how to identify informatio... TA06 \n", + "31 F00032 - Educate on how to identify to pollution TA06 \n", + "32 F00033 - Fake websites: add transparency on bu... TA06 \n", + "33 F00034 - Flag the information spaces so people... TA06 \n", + "34 F00035 - Identify repeated narrative DNA TA06 \n", + "35 F00036 - Looking for AB testing in unregulated... TA06 \n", + "36 F00037 - News content provenance certification. TA06 \n", + "37 F00038 - Social capital as attack vector TA06 \n", + "38 F00039 - standards to track image/ video deep ... TA06 \n", + "39 F00040 - Unalterable metadata signature on ori... TA06 \n", + "40 F00041 - Bias detection TA07 \n", + "41 F00042 - Categorize polls by intent TA07 \n", + "42 F00043 - Monitor for creation of fake known pe... TA07 \n", + "43 F00044 - Forensic analysis TA08 \n", + "44 F00045 - Forensic linguistic analysis TA08 \n", + "45 F00046 - Pump priming analytics TA08 \n", + "46 F00047 - trace involved parties TA08 \n", + "47 F00048 - Trace known operations and connection TA08 \n", + "48 F00049 - trace money TA08 \n", + "49 F00050 - Web cache analytics TA08 \n", + "50 F00051 - Challenge expertise TA09 \n", + "51 F00052 - Discover sponsors TA09 \n", + "52 F00053 - Government rumour control office (wha... TA09 \n", + "53 F00054 - Restrict people who can @ you on soci... TA09 \n", + "54 F00055 - Verify credentials TA09 \n", + "55 F00056 - Verify organisation legitimacy TA09 \n", + "56 F00057 - Verify personal credentials of experts TA09 \n", + "57 F00058 - Deplatform (cancel culture) TA10 \n", + "58 F00059 - Identify susceptible demographics TA10 \n", + "59 F00060 - Identify susceptible influencers TA10 \n", + "60 F00061 - Microtargeting TA10 \n", + "61 F00062 - Detect when Dormant account turns active TA11 \n", + "62 F00063 - Linguistic change analysis TA11 \n", + "63 F00064 - Monitor reports of account takeover TA11 \n", + "64 F00065 - Sentiment change analysis TA11 \n", + "65 F00066 - Use language errors, time to respond ... TA11 \n", + "66 F00067 - Data forensics \n", + "67 F00068 - Resonance analysis \n", + "68 F00069 - Track Russian media and develop analy... \n", + "69 F00070 - Full spectrum analytics ALL \n", + "70 F00071 - Network analysis Identify/cultivate/s... \n", + "71 F00072 - network analysis to identify central ... \n", + "72 F00073 - collect intel/recon on black/covert c... \n", + "73 F00074 - identify relevant fence-sitter commun... \n", + "74 F00075 - leverage open-source information \n", + "75 F00076 - Monitor/collect audience engagement d... \n", + "76 F00077 - Model for bot account behavior TA03 \n", + "77 F00078 - Monitor account level activity in soc... TA03 \n", + "78 F00079 - Network anomaly detection TA05 \n", + "79 F00080 - Hack the polls/ content yourself TA07 \n", + "80 F00081 - Need way for end user to report opera... TA09 \n", + "81 F00082 - Control the US \"slang\" translation bo... TA11 \n", + "82 F00083 - Build and own meme generator, then tr... TA11 \n", + "83 F00084 - Track individual bad actors TA03 \n", + "84 F00085 - detection of a weak signal through gl... \n", + "85 F00086 - Outpace Competitor Intelligence Capab... TA02 \n", + "86 F00087 - Improve Indications and Warning \n", + "87 F00088 - Revitalize an “active measures workin... \n", + "88 F00089 - target/name/flag \"grey zone\" website ... TA04 \n", + "89 F00090 - Match Punitive Tools with Third-Party... TA01 \n", + "90 F00091 - Partner to develop analytic methods &... TA01 \n", + "91 F00092 - daylight TA09 \n", + "92 F00093 - S4d detection and re-allocation appro... TA03 \n", + "93 F00094 - Registries alert when large batches o... TA07 \n", + "\n", + " tactic_name \n", + "0 Strategic Planning \n", + "1 Strategic Planning \n", + "2 Strategic Planning \n", + "3 Strategic Planning \n", + "4 Strategic Planning \n", + "5 Strategic Planning \n", + "6 Objective Planning \n", + "7 Develop People \n", + "8 Develop People \n", + "9 Develop People \n", + "10 Develop People \n", + "11 Develop People \n", + "12 Develop People \n", + "13 Develop People \n", + "14 Develop People \n", + "15 Develop People \n", + "16 Develop People \n", + "17 Develop People \n", + "18 Develop Networks \n", + "19 Develop Networks \n", + "20 Develop Networks \n", + "21 Develop Networks \n", + "22 Develop Networks \n", + "23 Develop Networks \n", + "24 Microtargeting \n", + "25 Microtargeting \n", + "26 Microtargeting \n", + "27 Develop Content \n", + "28 Develop Content \n", + "29 Develop Content \n", + "30 Develop Content \n", + "31 Develop Content \n", + "32 Develop Content \n", + "33 Develop Content \n", + "34 Develop Content \n", + "35 Develop Content \n", + "36 Develop Content \n", + "37 Develop Content \n", + "38 Develop Content \n", + "39 Develop Content \n", + "40 Channel Selection \n", + "41 Channel Selection \n", + "42 Channel Selection \n", + "43 Pump Priming \n", + "44 Pump Priming \n", + "45 Pump Priming \n", + "46 Pump Priming \n", + "47 Pump Priming \n", + "48 Pump Priming \n", + "49 Pump Priming \n", + "50 Exposure \n", + "51 Exposure \n", + "52 Exposure \n", + "53 Exposure \n", + "54 Exposure \n", + "55 Exposure \n", + "56 Exposure \n", + "57 Go Physical \n", + "58 Go Physical \n", + "59 Go Physical \n", + "60 Go Physical \n", + "61 Persistence \n", + "62 Persistence \n", + "63 Persistence \n", + "64 Persistence \n", + "65 Persistence \n", + "66 None \n", + "67 None \n", + "68 None \n", + "69 None \n", + "70 None \n", + "71 None \n", + "72 None \n", + "73 None \n", + "74 None \n", + "75 None \n", + "76 Develop People \n", + "77 Develop People \n", + "78 Microtargeting \n", + "79 Channel Selection \n", + "80 Exposure \n", + "81 Persistence \n", + "82 Persistence \n", + "83 Develop People \n", + "84 None \n", + "85 Objective planning \n", + "86 None \n", + "87 None \n", + "88 Develop Networks \n", + "89 Strategic Planning \n", + "90 Strategic Planning \n", + "91 Exposure \n", + "92 Develop People \n", + "93 Channel Selection " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vars(amitt)['df_detections']" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5719,7 +8429,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5727,175 +8437,175 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - 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" \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5903,15 +8613,15 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5919,15 +8629,15 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5935,7 +8645,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5943,1257 +8653,852 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - 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detection_idtactic_idmain_tacticsummary
0C00028TA07F00003TA06NN/A1
1C00028F00003TA08NN/A
2C00028F00003TA09NN/A
3C00028TA10F00006TA05NN/A4
4C00060F00006TA07NN/A
5C00062TA01F00006TA08NN/A6
6C00062TA02F00006TA09NN/A7
7C00062TA03F00006TA10NN/A8
8C00062TA04F00006TA11NN/A9
9C00062TA05F00015TA07NN/A10
10C00062TA06F00016TA08NN/A11
11C00062TA07F00016TA09NN/A12
12C00062TA08F00016TA10NN/A13
13C00062TA09F00016TA11NN/A14
14C00062TA10F00021TA03NN/A15
15C00062TA11F00021TA04NN/A16
16C00062TA12F00021TA05NN/A17
17C00078TA07F00021TA06NN/A18
18C00092F00021TA07NN/A
19C00092F00021TA08NN/A
20C00093TA07F00021TA09NN/A21
21C00124TA08F00021TA10NN/A22
22C00124TA09F00021TA11NN/A23
23C00133TA07F00025TA01NN/A24
24C00133TA09F00025TA02NN/A25
25C00133TA10F00029TA01NN/A26
26C00135TA07F00030TA03NN/A27
27C00135TA09F00030TA04NN/A28
28C00135TA10F00030TA05NN/A29
29C00136TA08F00030TA06NN/A30
30C00136TA09F00030TA08NN/A31
31C00136TA10F00030TA09NN/A32
32C00140TA05F00030TA10NN/A33
33C00140TA09F00031TA01NN/A34
34C00140TA10F00035TA01NN/A35
35C00142TA05F00037TA01NN/A36
36C00142TA09F00046TA08NN/A37
37C00142TA10F00058TA07NN/A38
38C00142TA11F00058TA09NN/A39
39C00149TA12F00058TA10NN/A40
40C00006TA01YF00062TA09NN/A41
41C00008F00001TA01YN/A
42C00009TA02F00002TA01YN/A43
43C00010F00003TA01YN/A
44C00011TA02F00004TA01YN/A45
45C00012F00005TA01YN/A
46C00013F00006TA01YN/A
47C00014TA06F00007TA02YN/A48
48C00016TA01F00008TA03YN/A49
49C00017TA01F00009TA03YN/A50
50C00019TA01F00010TA03YN/A51
51C00021TA01F00011TA03YN/A52
52C00022TA01F00012TA03YN/A53
53C00024TA01F00013TA03YN/A54
54C00026TA01F00014TA03YN/A55
55C00027TA01F00015TA03YN/A56
56C00028TA02F00016TA03YN/A57
57C00029TA02F00017TA03YN/A58
58C00030TA02F00018TA03YN/A59
59C00031TA02F00019TA04YN/A60
60C00032TA06F00020TA04YN/A61
61C00034TA03F00021TA04YN/A62
62C00036TA03F00022TA04YN/A63
63C00040TA03F00023TA04YN/A64
64C00042TA03F00024TA04YN/A65
65C00044TA03F00025TA05YN/A66
66C00046TA03F00026TA05YN/A67
67C00047TA04F00027TA05YN/A68
68C00048TA03F00028TA06YN/A69
69C00051TA03F00029TA06YN/A70
70C00052TA04F00030TA06YN/A71
71C00053TA04F00031TA06YN/A72
72C00056TA04F00032TA06YN/A73
73C00058TA03F00033TA06YN/A74
74C00059TA04F00034TA06YN/A75
75C00060TA02F00035TA06YN/A76
76C00062TA04F00036TA06YN/A77
77C00065TA05F00037TA06YN/A78
78C00066TA05F00038TA06YN/A79
79C00067TA03F00039TA06YN/A80
80C00070TA02F00040TA06YN/A81
81C00071TA06F00041TA07YN/A82
82C00072TA06F00042TA07YN/A83
83C00073TA01F00043TA07YN/A84
84C00074TA06F00044TA08YN/A85
85C00075TA06F00045TA08YN/A86
86C00076TA06F00046TA08YN/A87
87C00077TA03F00047TA08YN/A88
88C00078TA06F00048TA08YN/A89
89C00080TA06F00049TA08YN/A90
90C00081TA06F00050TA08YN/A91
91C00082TA06F00051TA09YN/A92
92C00084TA06F00052TA09YN/A93
93C00085TA06F00053TA09YN/A94
94C00086TA06F00054TA09YN/A95
95C00087TA06F00055TA09YN/A96
96C00090TA07F00056TA09YN/A97
97C00091TA06F00057TA09YN/A98
98C00092TA02F00058TA10YN/A99
99C00093TA03F00059TA10YN/A100
100C00094TA06F00060TA10YN/A101
101C00096TA01F00061TA10YN/A102
102C00097TA07F00062TA11YN/A103
103C00098TA07F00063TA11YN/A104
104C00099TA07F00064TA11YN/A105
105C00100TA08F00065TA11YN/A106
106C00101TA07F00066TA11YN/A107
107C00103TA07F00067YN/A108
108C00105TA07F00068YN/A109
109C00106TA06F00069YN/A110
110C00107TA06F00070ALLYN/A111
111C00109TA09F00071YN/A112
112C00111TA01F00072YN/A113
113C00112TA08F00073YN/A114
114C00113TA08F00074YN/A115
115C00114TA08F00075YN/A116
116C00115TA08F00076YN/A117
117C00116TA08F00077TA03YN/A118
118C00117TA08F00078TA03YN/A119
119C00118TA08F00079TA05YN/A120
120C00119TA08F00080TA07YN/A121
121C00120TA08F00081TA09YN/A122
122C00121TA08F00082TA11YN/A123
123C00122TA09F00083TA11YN/A124
124C00123TA09F00084TA03YN/A125
125C00124TA09F00085YN/A126
126C00125TA09F00086TA02YN/A127
127C00126TA09F00087YN/A128
128C00128TA09F00088YN/A129
129C00129TA09F00089TA04YN/A130
130C00130TA05F00090TA01YN/A131
131C00131TA11F00091TA01YN/A132
132C00133TA03F00092TA09YN/A133
133C00135TA04F00093TA03YN/A134
134C00136TA08YN/A135
135C00138TA11YN/A136
136C00139TA11YN/A137
137C00140TA12YN/A138
138C00142TA06YN/A139
139C00143TA11YN/A140
140C00144TA02YN/A141
141C00147TA09YN/A142
142C00148TA12YN/A143
143C00149TA12YN/A144
144C00153TA01YN/A145
145C00154TA08YN/A146
146C00155TA03YN/A147
147C00156TA02YN/A148
148C00159TA01YN/A149
149C00160TA03YN/A150
150C00161TA01YN/A151
151C00162TA04YN/A152
152C00164TA02YN/A153
153C00165TA06YN/A154
154C00169TA02YN/A155
155C00170TA01YN/A156
156C00172TA04YN/A157
157C00174TA01YN/A158
158C00176TA01YN/A159
159C00178TA05YN/A160
160C00182TA09YN/A161
161C00184TA08YN/A162
162C00188TA08YN/A163
163C00189TA03YN/A164
164C00190TA01YN/A165
165C00195F00094TA07YN/A166
166C00197TA03YN/A167
167C00200TA09YN/A168
168C00202TA06YN/A169
169C00203TA04YN/A170
170C00205TA01YN/A171
171C00207TA02YN/A172
172C00211TA09YN/A173
173C00212TA01YN/A174
174C00216TA05YN/A175
175C00219TA06YN/A176
176C00220TA01YN/A177
177C00221TA01YN/A178
178C00222TA02YN/A179
179C00223TA01YN/A180135
\n", "
" ], "text/plain": [ - " counter_id tactic_id main_tactic summary id\n", - "0 C00028 TA07 N N/A 1\n", - "1 C00028 TA08 N N/A 2\n", - "2 C00028 TA09 N N/A 3\n", - "3 C00028 TA10 N N/A 4\n", - "4 C00060 TA07 N N/A 5\n", - "5 C00062 TA01 N N/A 6\n", - "6 C00062 TA02 N N/A 7\n", - "7 C00062 TA03 N N/A 8\n", - "8 C00062 TA04 N N/A 9\n", - "9 C00062 TA05 N N/A 10\n", - "10 C00062 TA06 N N/A 11\n", - "11 C00062 TA07 N N/A 12\n", - "12 C00062 TA08 N N/A 13\n", - "13 C00062 TA09 N N/A 14\n", - "14 C00062 TA10 N N/A 15\n", - "15 C00062 TA11 N N/A 16\n", - "16 C00062 TA12 N N/A 17\n", - "17 C00078 TA07 N N/A 18\n", - "18 C00092 TA07 N N/A 19\n", - "19 C00092 TA08 N N/A 20\n", - "20 C00093 TA07 N N/A 21\n", - "21 C00124 TA08 N N/A 22\n", - "22 C00124 TA09 N N/A 23\n", - "23 C00133 TA07 N N/A 24\n", - "24 C00133 TA09 N N/A 25\n", - "25 C00133 TA10 N N/A 26\n", - "26 C00135 TA07 N N/A 27\n", - "27 C00135 TA09 N N/A 28\n", - "28 C00135 TA10 N N/A 29\n", - "29 C00136 TA08 N N/A 30\n", - "30 C00136 TA09 N N/A 31\n", - "31 C00136 TA10 N N/A 32\n", - "32 C00140 TA05 N N/A 33\n", - "33 C00140 TA09 N N/A 34\n", - "34 C00140 TA10 N N/A 35\n", - "35 C00142 TA05 N N/A 36\n", - "36 C00142 TA09 N N/A 37\n", - "37 C00142 TA10 N N/A 38\n", - "38 C00142 TA11 N N/A 39\n", - "39 C00149 TA12 N N/A 40\n", - "40 C00006 TA01 Y N/A 41\n", - "41 C00008 TA01 Y N/A 42\n", - "42 C00009 TA02 Y N/A 43\n", - "43 C00010 TA01 Y N/A 44\n", - "44 C00011 TA02 Y N/A 45\n", - "45 C00012 TA01 Y N/A 46\n", - "46 C00013 TA01 Y N/A 47\n", - "47 C00014 TA06 Y N/A 48\n", - "48 C00016 TA01 Y N/A 49\n", - "49 C00017 TA01 Y N/A 50\n", - "50 C00019 TA01 Y N/A 51\n", - "51 C00021 TA01 Y N/A 52\n", - "52 C00022 TA01 Y N/A 53\n", - "53 C00024 TA01 Y N/A 54\n", - "54 C00026 TA01 Y N/A 55\n", - "55 C00027 TA01 Y N/A 56\n", - "56 C00028 TA02 Y N/A 57\n", - "57 C00029 TA02 Y N/A 58\n", - "58 C00030 TA02 Y N/A 59\n", - "59 C00031 TA02 Y N/A 60\n", - "60 C00032 TA06 Y N/A 61\n", - "61 C00034 TA03 Y N/A 62\n", - "62 C00036 TA03 Y N/A 63\n", - "63 C00040 TA03 Y N/A 64\n", - "64 C00042 TA03 Y N/A 65\n", - "65 C00044 TA03 Y N/A 66\n", - "66 C00046 TA03 Y N/A 67\n", - "67 C00047 TA04 Y N/A 68\n", - "68 C00048 TA03 Y N/A 69\n", - "69 C00051 TA03 Y N/A 70\n", - "70 C00052 TA04 Y N/A 71\n", - "71 C00053 TA04 Y N/A 72\n", - "72 C00056 TA04 Y N/A 73\n", - "73 C00058 TA03 Y N/A 74\n", - "74 C00059 TA04 Y N/A 75\n", - "75 C00060 TA02 Y N/A 76\n", - "76 C00062 TA04 Y N/A 77\n", - "77 C00065 TA05 Y N/A 78\n", - "78 C00066 TA05 Y N/A 79\n", - "79 C00067 TA03 Y N/A 80\n", - "80 C00070 TA02 Y N/A 81\n", - "81 C00071 TA06 Y N/A 82\n", - "82 C00072 TA06 Y N/A 83\n", - "83 C00073 TA01 Y N/A 84\n", - "84 C00074 TA06 Y N/A 85\n", - "85 C00075 TA06 Y N/A 86\n", - "86 C00076 TA06 Y N/A 87\n", - "87 C00077 TA03 Y N/A 88\n", - "88 C00078 TA06 Y N/A 89\n", - "89 C00080 TA06 Y N/A 90\n", - "90 C00081 TA06 Y N/A 91\n", - "91 C00082 TA06 Y N/A 92\n", - "92 C00084 TA06 Y N/A 93\n", - "93 C00085 TA06 Y N/A 94\n", - "94 C00086 TA06 Y N/A 95\n", - "95 C00087 TA06 Y N/A 96\n", - "96 C00090 TA07 Y N/A 97\n", - "97 C00091 TA06 Y N/A 98\n", - "98 C00092 TA02 Y N/A 99\n", - "99 C00093 TA03 Y N/A 100\n", - "100 C00094 TA06 Y N/A 101\n", - "101 C00096 TA01 Y N/A 102\n", - "102 C00097 TA07 Y N/A 103\n", - "103 C00098 TA07 Y N/A 104\n", - "104 C00099 TA07 Y N/A 105\n", - "105 C00100 TA08 Y N/A 106\n", - "106 C00101 TA07 Y N/A 107\n", - "107 C00103 TA07 Y N/A 108\n", - "108 C00105 TA07 Y N/A 109\n", - "109 C00106 TA06 Y N/A 110\n", - "110 C00107 TA06 Y N/A 111\n", - "111 C00109 TA09 Y N/A 112\n", - "112 C00111 TA01 Y N/A 113\n", - "113 C00112 TA08 Y N/A 114\n", - "114 C00113 TA08 Y N/A 115\n", - "115 C00114 TA08 Y N/A 116\n", - "116 C00115 TA08 Y N/A 117\n", - "117 C00116 TA08 Y N/A 118\n", - "118 C00117 TA08 Y N/A 119\n", - "119 C00118 TA08 Y N/A 120\n", - "120 C00119 TA08 Y N/A 121\n", - "121 C00120 TA08 Y N/A 122\n", - "122 C00121 TA08 Y N/A 123\n", - "123 C00122 TA09 Y N/A 124\n", - "124 C00123 TA09 Y N/A 125\n", - "125 C00124 TA09 Y N/A 126\n", - "126 C00125 TA09 Y N/A 127\n", - "127 C00126 TA09 Y N/A 128\n", - "128 C00128 TA09 Y N/A 129\n", - "129 C00129 TA09 Y N/A 130\n", - "130 C00130 TA05 Y N/A 131\n", - "131 C00131 TA11 Y N/A 132\n", - "132 C00133 TA03 Y N/A 133\n", - "133 C00135 TA04 Y N/A 134\n", - "134 C00136 TA08 Y N/A 135\n", - "135 C00138 TA11 Y N/A 136\n", - "136 C00139 TA11 Y N/A 137\n", - "137 C00140 TA12 Y N/A 138\n", - "138 C00142 TA06 Y N/A 139\n", - "139 C00143 TA11 Y N/A 140\n", - "140 C00144 TA02 Y N/A 141\n", - "141 C00147 TA09 Y N/A 142\n", - "142 C00148 TA12 Y N/A 143\n", - "143 C00149 TA12 Y N/A 144\n", - "144 C00153 TA01 Y N/A 145\n", - "145 C00154 TA08 Y N/A 146\n", - "146 C00155 TA03 Y N/A 147\n", - "147 C00156 TA02 Y N/A 148\n", - "148 C00159 TA01 Y N/A 149\n", - "149 C00160 TA03 Y N/A 150\n", - "150 C00161 TA01 Y N/A 151\n", - "151 C00162 TA04 Y N/A 152\n", - "152 C00164 TA02 Y N/A 153\n", - "153 C00165 TA06 Y N/A 154\n", - "154 C00169 TA02 Y N/A 155\n", - "155 C00170 TA01 Y N/A 156\n", - "156 C00172 TA04 Y N/A 157\n", - "157 C00174 TA01 Y N/A 158\n", - "158 C00176 TA01 Y N/A 159\n", - "159 C00178 TA05 Y N/A 160\n", - "160 C00182 TA09 Y N/A 161\n", - "161 C00184 TA08 Y N/A 162\n", - "162 C00188 TA08 Y N/A 163\n", - "163 C00189 TA03 Y N/A 164\n", - "164 C00190 TA01 Y N/A 165\n", - "165 C00195 TA07 Y N/A 166\n", - "166 C00197 TA03 Y N/A 167\n", - "167 C00200 TA09 Y N/A 168\n", - "168 C00202 TA06 Y N/A 169\n", - "169 C00203 TA04 Y N/A 170\n", - "170 C00205 TA01 Y N/A 171\n", - "171 C00207 TA02 Y N/A 172\n", - "172 C00211 TA09 Y N/A 173\n", - "173 C00212 TA01 Y N/A 174\n", - "174 C00216 TA05 Y N/A 175\n", - "175 C00219 TA06 Y N/A 176\n", - "176 C00220 TA01 Y N/A 177\n", - "177 C00221 TA01 Y N/A 178\n", - "178 C00222 TA02 Y N/A 179\n", - "179 C00223 TA01 Y N/A 180" + " detection_id tactic_id main_tactic summary id\n", + "0 F00003 TA06 N N/A 1\n", + "1 F00003 TA08 N N/A 2\n", + "2 F00003 TA09 N N/A 3\n", + "3 F00006 TA05 N N/A 4\n", + "4 F00006 TA07 N N/A 5\n", + "5 F00006 TA08 N N/A 6\n", + "6 F00006 TA09 N N/A 7\n", + "7 F00006 TA10 N N/A 8\n", + "8 F00006 TA11 N N/A 9\n", + "9 F00015 TA07 N N/A 10\n", + "10 F00016 TA08 N N/A 11\n", + "11 F00016 TA09 N N/A 12\n", + "12 F00016 TA10 N N/A 13\n", + "13 F00016 TA11 N N/A 14\n", + "14 F00021 TA03 N N/A 15\n", + "15 F00021 TA04 N N/A 16\n", + "16 F00021 TA05 N N/A 17\n", + "17 F00021 TA06 N N/A 18\n", + "18 F00021 TA07 N N/A 19\n", + "19 F00021 TA08 N N/A 20\n", + "20 F00021 TA09 N N/A 21\n", + "21 F00021 TA10 N N/A 22\n", + "22 F00021 TA11 N N/A 23\n", + "23 F00025 TA01 N N/A 24\n", + "24 F00025 TA02 N N/A 25\n", + "25 F00029 TA01 N N/A 26\n", + "26 F00030 TA03 N N/A 27\n", + "27 F00030 TA04 N N/A 28\n", + "28 F00030 TA05 N N/A 29\n", + "29 F00030 TA06 N N/A 30\n", + "30 F00030 TA08 N N/A 31\n", + "31 F00030 TA09 N N/A 32\n", + "32 F00030 TA10 N N/A 33\n", + "33 F00031 TA01 N N/A 34\n", + "34 F00035 TA01 N N/A 35\n", + "35 F00037 TA01 N N/A 36\n", + "36 F00046 TA08 N N/A 37\n", + "37 F00058 TA07 N N/A 38\n", + "38 F00058 TA09 N N/A 39\n", + "39 F00058 TA10 N N/A 40\n", + "40 F00062 TA09 N N/A 41\n", + "41 F00001 TA01 Y N/A 42\n", + "42 F00002 TA01 Y N/A 43\n", + "43 F00003 TA01 Y N/A 44\n", + "44 F00004 TA01 Y N/A 45\n", + "45 F00005 TA01 Y N/A 46\n", + "46 F00006 TA01 Y N/A 47\n", + "47 F00007 TA02 Y N/A 48\n", + "48 F00008 TA03 Y N/A 49\n", + "49 F00009 TA03 Y N/A 50\n", + "50 F00010 TA03 Y N/A 51\n", + "51 F00011 TA03 Y N/A 52\n", + "52 F00012 TA03 Y N/A 53\n", + "53 F00013 TA03 Y N/A 54\n", + "54 F00014 TA03 Y N/A 55\n", + "55 F00015 TA03 Y N/A 56\n", + "56 F00016 TA03 Y N/A 57\n", + "57 F00017 TA03 Y N/A 58\n", + "58 F00018 TA03 Y N/A 59\n", + "59 F00019 TA04 Y N/A 60\n", + "60 F00020 TA04 Y N/A 61\n", + "61 F00021 TA04 Y N/A 62\n", + "62 F00022 TA04 Y N/A 63\n", + "63 F00023 TA04 Y N/A 64\n", + "64 F00024 TA04 Y N/A 65\n", + "65 F00025 TA05 Y N/A 66\n", + "66 F00026 TA05 Y N/A 67\n", + "67 F00027 TA05 Y N/A 68\n", + "68 F00028 TA06 Y N/A 69\n", + "69 F00029 TA06 Y N/A 70\n", + "70 F00030 TA06 Y N/A 71\n", + "71 F00031 TA06 Y N/A 72\n", + "72 F00032 TA06 Y N/A 73\n", + "73 F00033 TA06 Y N/A 74\n", + "74 F00034 TA06 Y N/A 75\n", + "75 F00035 TA06 Y N/A 76\n", + "76 F00036 TA06 Y N/A 77\n", + "77 F00037 TA06 Y N/A 78\n", + "78 F00038 TA06 Y N/A 79\n", + "79 F00039 TA06 Y N/A 80\n", + "80 F00040 TA06 Y N/A 81\n", + "81 F00041 TA07 Y N/A 82\n", + "82 F00042 TA07 Y N/A 83\n", + "83 F00043 TA07 Y N/A 84\n", + "84 F00044 TA08 Y N/A 85\n", + "85 F00045 TA08 Y N/A 86\n", + "86 F00046 TA08 Y N/A 87\n", + "87 F00047 TA08 Y N/A 88\n", + "88 F00048 TA08 Y N/A 89\n", + "89 F00049 TA08 Y N/A 90\n", + "90 F00050 TA08 Y N/A 91\n", + "91 F00051 TA09 Y N/A 92\n", + "92 F00052 TA09 Y N/A 93\n", + "93 F00053 TA09 Y N/A 94\n", + "94 F00054 TA09 Y N/A 95\n", + "95 F00055 TA09 Y N/A 96\n", + "96 F00056 TA09 Y N/A 97\n", + "97 F00057 TA09 Y N/A 98\n", + "98 F00058 TA10 Y N/A 99\n", + "99 F00059 TA10 Y N/A 100\n", + "100 F00060 TA10 Y N/A 101\n", + "101 F00061 TA10 Y N/A 102\n", + "102 F00062 TA11 Y N/A 103\n", + "103 F00063 TA11 Y N/A 104\n", + "104 F00064 TA11 Y N/A 105\n", + "105 F00065 TA11 Y N/A 106\n", + "106 F00066 TA11 Y N/A 107\n", + "107 F00067 Y N/A 108\n", + "108 F00068 Y N/A 109\n", + "109 F00069 Y N/A 110\n", + "110 F00070 ALL Y N/A 111\n", + "111 F00071 Y N/A 112\n", + "112 F00072 Y N/A 113\n", + "113 F00073 Y N/A 114\n", + "114 F00074 Y N/A 115\n", + "115 F00075 Y N/A 116\n", + "116 F00076 Y N/A 117\n", + "117 F00077 TA03 Y N/A 118\n", + "118 F00078 TA03 Y N/A 119\n", + "119 F00079 TA05 Y N/A 120\n", + "120 F00080 TA07 Y N/A 121\n", + "121 F00081 TA09 Y N/A 122\n", + "122 F00082 TA11 Y N/A 123\n", + "123 F00083 TA11 Y N/A 124\n", + "124 F00084 TA03 Y N/A 125\n", + "125 F00085 Y N/A 126\n", + "126 F00086 TA02 Y N/A 127\n", + "127 F00087 Y N/A 128\n", + "128 F00088 Y N/A 129\n", + "129 F00089 TA04 Y N/A 130\n", + "130 F00090 TA01 Y N/A 131\n", + "131 F00091 TA01 Y N/A 132\n", + "132 F00092 TA09 Y N/A 133\n", + "133 F00093 TA03 Y N/A 134\n", + "134 F00094 TA07 Y N/A 135" ] }, - "execution_count": 23, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -7214,19 +9519,19 @@ " conn.commit()\n", " return newtable\n", "\n", - "def counter_tactics_techniques():\n", - " # techniques - counters\n", - " ctech = amitt.cross_counterid_techniqueid.copy()\n", + "def object_tactics_techniques(objectcol, objecttable, crosstable):\n", + " # objects to techniques\n", + " ctech = crosstable.copy()\n", " ctech = ctech[(ctech['technique_id'] != '') & (~ctech['technique_id'].str.startswith('TA'))]\n", - " ctech.rename(columns={'amitt_id':'counter_id'}, inplace=True)\n", + " ctech.rename(columns={'amitt_id':objectcol}, inplace=True)\n", " ctech['summary'] = 'N/A'\n", "\n", - " # tactics - counters\n", - " ctact = amitt.cross_counterid_techniqueid[amitt.cross_counterid_techniqueid['technique_id'].str.startswith('TA')].copy()\n", - " ctact.rename(columns={'amitt_id':'counter_id', 'technique_id': 'tactic_id'}, inplace=True)\n", + " # objects to tactics\n", + " ctact = crosstable[crosstable['technique_id'].str.startswith('TA')].copy()\n", + " ctact.rename(columns={'amitt_id':objectcol, 'technique_id': 'tactic_id'}, inplace=True)\n", " ctact['main_tactic'] = 'N'\n", - " ctactmain = amitt.df_counters[['amitt_id', 'tactic_id']].copy()\n", - " ctactmain.rename(columns={'amitt_id':'counter_id'}, inplace=True)\n", + " ctactmain = objecttable[['amitt_id', 'tactic_id']].copy()\n", + " ctactmain.rename(columns={'amitt_id':objectcol}, inplace=True)\n", " ctactmain['main_tactic'] = 'Y'\n", " ctact = pd.concat([ctact, ctactmain], ignore_index=True, sort=False)\n", " ctact['summary'] = 'N/A'\n", @@ -7235,6 +9540,7 @@ "#newtable = add_table(amitt.df_actortypes, 'actor_type', ['amitt_id', 'sector_id', 'framework_id', 'name', 'summary'])\n", "# counter\n", "newtable = add_table(amitt.df_counters, 'counter', ['amitt_id', 'tactic_id', 'metatechnique_id', 'name', 'summary'])\n", + "newtable = add_table(amitt.df_detections, 'detection', ['amitt_id', 'tactic_id', 'name', 'summary'])\n", "# dataset\n", "newtable = add_table(amitt.df_frameworks, 'framework', ['amitt_id', 'name', 'summary'])\n", "# incident\n", @@ -7248,11 +9554,15 @@ "newtable = add_table(amitt.df_tactics, 'tactic', ['amitt_id', 'phase_id', 'name', 'rank', 'summary'])\n", "newtable = add_table(amitt.df_tasks, 'task', ['amitt_id', 'tactic_id', 'framework_id', 'name', 'summary'])\n", "newtable = add_table(amitt.df_techniques, 'technique', ['amitt_id', 'tactic_id', 'name', 'summary'])\n", - "# technique_counter\n", - "(ctech, ctact) = counter_tactics_techniques()\n", + "\n", + "(ctech, ctact) = object_tactics_techniques('counter_id', amitt.df_counters, amitt.cross_counterid_techniqueid)\n", "newtable = add_table(ctech, 'counter_technique', ['counter_id', 'technique_id', 'summary'])\n", "newtable = add_table(ctact, 'counter_tactic', ['counter_id', 'tactic_id', 'main_tactic', 'summary'])\n", "\n", + "(dtech, dtact) = object_tactics_techniques('detection_id', amitt.df_detections, amitt.cross_detectionid_techniqueid)\n", + "newtable = add_table(dtech, 'detection_technique', ['detection_id', 'technique_id', 'summary'])\n", + "newtable = add_table(dtact, 'detection_tactic', ['detection_id', 'tactic_id', 'main_tactic', 'summary'])\n", + "\n", "conn.execute(\"DROP TABLE IF EXISTS {}\".format('user'))\n", "conn.execute('''CREATE TABLE user (id INTEGER PRIMARY KEY AUTOINCREMENT, username TEXT NOT NULL UNIQUE, password TEXT NOT NULL);''')\n", "\n", @@ -7262,7 +9572,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 4, "metadata": { "scrolled": true }, @@ -7288,7 +9598,7 @@ " \n", " \n", " \n", - " counter_id\n", + " detection_id\n", " technique_id\n", " summary\n", " \n", @@ -7296,5911 +9606,850 @@ " \n", " \n", " 0\n", - " C00006\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 0\n", - " C00006\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 0\n", - " C00006\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 0\n", - " C00006\n", - " T0043\n", - " N/A\n", - " \n", - " \n", - " 0\n", - " C00006\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 0\n", - " C00006\n", - " T0054\n", + " F00001\n", + " All\n", " N/A\n", " \n", " \n", " 1\n", - " C00008\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0042\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0048\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 3\n", - " C00010\n", - " T0005\n", - " N/A\n", - " \n", - " \n", - " 3\n", - " C00010\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0043\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0046\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0047\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0048\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", + " F00002\n", " T0049\n", " N/A\n", " \n", " \n", - " 5\n", - " C00012\n", - " T0050\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", + " 1\n", + " F00002\n", " T0052\n", " N/A\n", " \n", " \n", - " 5\n", - " C00012\n", + " 1\n", + " F00002\n", " T0053\n", " N/A\n", " \n", " \n", - " 5\n", - " C00012\n", + " 1\n", + " F00002\n", " T0054\n", " N/A\n", " \n", " \n", - " 5\n", - " C00012\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0061\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00013\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00013\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00013\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00013\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00013\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00013\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00013\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0043\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0049\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0058\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00017\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00017\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00017\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00017\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00017\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00017\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00017\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 14\n", - " C00026\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 14\n", - " C00026\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0048\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 17\n", - " C00029\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 17\n", - " C00029\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 17\n", - " C00029\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 17\n", - " C00029\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 17\n", - " C00029\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 17\n", - " C00029\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 18\n", - " C00030\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 18\n", - " C00030\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 18\n", - " C00030\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 18\n", - " C00030\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 18\n", - " C00030\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 18\n", - " C00030\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 19\n", - " C00031\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 19\n", - " C00031\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 19\n", - " C00031\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 19\n", - " C00031\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 19\n", - " C00031\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 20\n", - " C00032\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 21\n", - " C00034\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 21\n", - " C00034\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 21\n", - " C00034\n", - " T0012\n", - " N/A\n", - " \n", - " \n", - " 21\n", - " C00034\n", - " T0030\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0005\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0012\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0030\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 23\n", - " C00040\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 23\n", - " C00040\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 23\n", - " C00040\n", - " T0012\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0004\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0019\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0042\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", + " 1\n", + " F00002\n", " T0059\n", " N/A\n", " \n", " \n", - " 25\n", - " C00044\n", - " T0029\n", + " 1\n", + " F00002\n", + " T0060\n", " N/A\n", " \n", " \n", - " 25\n", - " C00044\n", - " T0049\n", + " 2\n", + " F00003\n", + " T0019\n", " N/A\n", " \n", " \n", - " 25\n", - " C00044\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 25\n", - " C00044\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 25\n", - " C00044\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 25\n", - " C00044\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 25\n", - " C00044\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 25\n", - " C00044\n", - " T0050\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", + " 2\n", + " F00003\n", " T0021\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", - " T0022\n", + " 3\n", + " F00004\n", + " T0057\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", - " T0023\n", + " 3\n", + " F00004\n", + " T0061\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", - " T0027\n", + " 3\n", + " F00004\n", + " T0010\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", + " 3\n", + " F00004\n", " T0039\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", - " T0045\n", + " 4\n", + " F00005\n", + " All\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", - " T0048\n", + " 5\n", + " F00006\n", + " T0007\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", - " T0051\n", + " 5\n", + " F00006\n", + " T0014\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0060\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0061\n", - " N/A\n", - " \n", - " \n", - " 27\n", - " C00047\n", - " T0063\n", - " N/A\n", - " \n", - " \n", - " 27\n", - " C00047\n", - " T0062\n", - " N/A\n", - " \n", - " \n", - " 28\n", - " C00048\n", + " 5\n", + " F00006\n", " T0010\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", - " T0045\n", + " 5\n", + " F00006\n", + " T0019\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", - " T0048\n", + " 5\n", + " F00006\n", + " T0021\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", - " T0051\n", + " 6\n", + " F00007\n", + " All\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", + " 7\n", + " F00008\n", " T0052\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", + " 7\n", + " F00008\n", " T0053\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", + " 7\n", + " F00008\n", " T0054\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 28\n", - " C00048\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 28\n", - " C00048\n", + " 7\n", + " F00008\n", " T0060\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", - " T0061\n", + " 8\n", + " F00009\n", + " T0007\n", " N/A\n", " \n", " \n", - " 29\n", - " C00051\n", + " 9\n", + " F00010\n", + " T0007\n", + " N/A\n", + " \n", + " \n", + " 10\n", + " F00011\n", + " T0007\n", + " N/A\n", + " \n", + " \n", + " 11\n", + " F00012\n", + " T0007\n", + " N/A\n", + " \n", + " \n", + " 12\n", + " F00013\n", + " T0008\n", + " N/A\n", + " \n", + " \n", + " 13\n", + " F00014\n", + " T0008\n", + " N/A\n", + " \n", + " \n", + " 14\n", + " F00015\n", + " T0007\n", + " N/A\n", + " \n", + " \n", + " 14\n", + " F00015\n", + " T0009\n", + " N/A\n", + " \n", + " \n", + " 14\n", + " F00015\n", + " T0015\n", + " N/A\n", + " \n", + " \n", + " 14\n", + " F00015\n", + " T0045\n", + " N/A\n", + " \n", + " \n", + " 14\n", + " F00015\n", + " T0057\n", + " N/A\n", + " \n", + " \n", + " 15\n", + " F00016\n", " T0010\n", " N/A\n", " \n", " \n", - " 29\n", - " C00051\n", - " T0012\n", - " N/A\n", - " \n", - " \n", - " 30\n", - " C00052\n", - " T0012\n", - " N/A\n", - " \n", - " \n", - " 30\n", - " C00052\n", - " T0030\n", - " N/A\n", - " \n", - " \n", - " 31\n", - " C00053\n", - " T0011\n", - " N/A\n", - " \n", - " \n", - " 31\n", - " C00053\n", - " T0030\n", - " N/A\n", - " \n", - " \n", - " 33\n", - " C00058\n", + " 15\n", + " F00016\n", " T0017\n", " N/A\n", " \n", " \n", + " 15\n", + " F00016\n", + " T0018\n", + " N/A\n", + " \n", + " \n", + " 15\n", + " F00016\n", + " T0029\n", + " N/A\n", + " \n", + " \n", + " 15\n", + " F00016\n", + " T0039\n", + " N/A\n", + " \n", + " \n", + " 15\n", + " F00016\n", + " T0048\n", + " N/A\n", + " \n", + " \n", + " 16\n", + " F00017\n", + " T0001\n", + " N/A\n", + " \n", + " \n", + " 16\n", + " F00017\n", + " T0039\n", + " N/A\n", + " \n", + " \n", + " 16\n", + " F00017\n", + " T0053\n", + " N/A\n", + " \n", + " \n", + " 17\n", + " F00018\n", + " T0009\n", + " N/A\n", + " \n", + " \n", + " 18\n", + " F00019\n", + " T0011\n", + " N/A\n", + " \n", + " \n", + " 19\n", + " F00020\n", + " T0011\n", + " N/A\n", + " \n", + " \n", + " 22\n", + " F00023\n", + " T0011\n", + " N/A\n", + " \n", + " \n", + " 27\n", + " F00028\n", + " T0025\n", + " N/A\n", + " \n", + " \n", + " 28\n", + " F00029\n", + " T0006\n", + " N/A\n", + " \n", + " \n", + " 28\n", + " F00029\n", + " T0019\n", + " N/A\n", + " \n", + " \n", + " 28\n", + " F00029\n", + " T0050\n", + " N/A\n", + " \n", + " \n", + " 28\n", + " F00029\n", + " T0056\n", + " N/A\n", + " \n", + " \n", + " 30\n", + " F00031\n", + " T0019\n", + " N/A\n", + " \n", + " \n", + " 30\n", + " F00031\n", + " T0056\n", + " N/A\n", + " \n", + " \n", + " 31\n", + " F00032\n", + " DUPLICATE\n", + " N/A\n", + " \n", + " \n", + " 32\n", + " F00033\n", + " T0013\n", + " N/A\n", + " \n", + " \n", " 33\n", - " C00058\n", - " T0061\n", + " F00034\n", + " T0049\n", " N/A\n", " \n", " \n", " 34\n", - " C00059\n", - " T0014\n", + " F00035\n", + " T0006\n", + " N/A\n", + " \n", + " \n", + " 34\n", + " F00035\n", + " T0019\n", + " N/A\n", + " \n", + " \n", + " 34\n", + " F00035\n", + " T0050\n", + " N/A\n", + " \n", + " \n", + " 34\n", + " F00035\n", + " T0056\n", " N/A\n", " \n", " \n", " 35\n", - " C00060\n", - " T0047\n", - " N/A\n", - " \n", - " \n", - " 37\n", - " C00065\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 38\n", - " C00066\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 38\n", - " C00066\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 39\n", - " C00067\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 39\n", - " C00067\n", - " T0061\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0046\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0058\n", - " N/A\n", - " \n", - " \n", - " 41\n", - " C00071\n", - " T0019\n", - " N/A\n", - " \n", - " \n", - " 41\n", - " C00071\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0019\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0049\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0019\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0040\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0048\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0060\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0019\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0043\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0050\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0049\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0061\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0060\n", - " N/A\n", - " \n", - " \n", - " 46\n", - " C00076\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 46\n", - " C00076\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 46\n", - " C00076\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 46\n", - " C00076\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 46\n", - " C00076\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 48\n", - " C00078\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 48\n", - " C00078\n", - " T0046\n", - " N/A\n", - " \n", - " \n", - " 48\n", - " C00078\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 48\n", - " C00078\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 48\n", - " C00078\n", - " T0060\n", - " N/A\n", - " \n", - " \n", - " 49\n", - " C00080\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 49\n", - " C00080\n", - " T0004\n", - " N/A\n", - " \n", - " \n", - " 49\n", - " C00080\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 49\n", - " C00080\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 49\n", - " C00080\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0004\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0004\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 51\n", - " C00082\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 52\n", - " C00084\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 52\n", - " C00084\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 52\n", - " C00084\n", - " T0004\n", - " N/A\n", - " \n", - " \n", - " 52\n", - " C00084\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 52\n", - " C00084\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 52\n", - " C00084\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 52\n", - " C00084\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 52\n", - " C00084\n", - " T0059\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0049\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0061\n", - " N/A\n", - " \n", - " \n", - " 53\n", - " C00085\n", - " T0060\n", - " N/A\n", - " \n", - " \n", - " 54\n", - " C00086\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 54\n", - " C00086\n", - " T0050\n", - " N/A\n", - " \n", - " \n", - " 54\n", - " C00086\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 54\n", - " C00086\n", - " T0049\n", - " N/A\n", - " \n", - " \n", - " 54\n", - " C00086\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 54\n", - " C00086\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 54\n", - " C00086\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 55\n", - " C00087\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 55\n", - " C00087\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 55\n", - " C00087\n", - " T0048\n", - " N/A\n", - " \n", - " \n", - " 55\n", - " C00087\n", - " T0050\n", - " N/A\n", - " \n", - " \n", - " 55\n", - " C00087\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 55\n", - " C00087\n", - " T0049\n", - " N/A\n", - " \n", - " \n", - " 55\n", - " C00087\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 55\n", - " C00087\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 55\n", - " C00087\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 55\n", - " C00087\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 55\n", - " C00087\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 56\n", - " C00090\n", + " F00036\n", " T0020\n", " N/A\n", " \n", " \n", - " 56\n", - " C00090\n", - " T0062\n", - " N/A\n", - " \n", - " \n", - " 56\n", - " C00090\n", - " T0063\n", - " N/A\n", - " \n", - " \n", - " 57\n", - " C00091\n", - " T0062\n", - " N/A\n", - " \n", - " \n", - " 57\n", - " C00091\n", - " T0063\n", - " N/A\n", - " \n", - " \n", - " 57\n", - " C00091\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 57\n", - " C00091\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 57\n", - " C00091\n", - " T0049\n", - " N/A\n", - " \n", - " \n", - " 58\n", - " C00092\n", + " 37\n", + " F00038\n", " T0010\n", " N/A\n", " \n", " \n", - " 58\n", - " C00092\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 58\n", - " C00092\n", + " 37\n", + " F00038\n", " T0039\n", " N/A\n", " \n", " \n", - " 58\n", - " C00092\n", - " T0045\n", + " 37\n", + " F00038\n", + " T0043\n", " N/A\n", " \n", " \n", - " 58\n", - " C00092\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 58\n", - " C00092\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 58\n", - " C00092\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 58\n", - " C00092\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 59\n", - " C00093\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 59\n", - " C00093\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 59\n", - " C00093\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 59\n", - " C00093\n", - " T0047\n", - " N/A\n", - " \n", - " \n", - " 59\n", - " C00093\n", - " T0048\n", - " N/A\n", - " \n", - " \n", - " 59\n", - " C00093\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 60\n", - " C00094\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 61\n", - " C00096\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 61\n", - " C00096\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 61\n", - " C00096\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 61\n", - " C00096\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 61\n", - " C00096\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 61\n", - " C00096\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 62\n", - " C00097\n", - " T0029\n", - " N/A\n", - " \n", - " \n", - " 62\n", - " C00097\n", - " T0030\n", - " N/A\n", - " \n", - " \n", - " 62\n", - " C00097\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 62\n", - " C00097\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 62\n", - " C00097\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 62\n", - " C00097\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 62\n", - " C00097\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 63\n", - " C00098\n", - " T0038\n", - " N/A\n", - " \n", - " \n", - " 63\n", - " C00098\n", - " T0011\n", - " N/A\n", - " \n", - " \n", - " 64\n", - " C00099\n", - " T0030\n", - " N/A\n", - " \n", - " \n", - " 64\n", - " C00099\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 64\n", - " C00099\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 64\n", - " C00099\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 64\n", - " C00099\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 65\n", - " C00100\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 66\n", - " C00101\n", - " T0029\n", - " N/A\n", - " \n", - " \n", - " 66\n", - " C00101\n", - " T0049\n", - " N/A\n", - " \n", - " \n", - " 66\n", - " C00101\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 66\n", - " C00101\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 67\n", - " C00103\n", - " T0029\n", - " N/A\n", - " \n", - " \n", - " 67\n", - " C00103\n", - " T0062\n", - " N/A\n", - " \n", - " \n", - " 67\n", - " C00103\n", - " T0063\n", - " N/A\n", - " \n", - " \n", - " 67\n", - " C00103\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 68\n", - " C00105\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 68\n", - " C00105\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 69\n", - " C00106\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", + " 37\n", + " F00038\n", " T0057\n", " N/A\n", " \n", " \n", - " 70\n", - " C00107\n", - " T0001\n", - " N/A\n", - 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" C00121\n", - " T0043\n", + " F00083\n", + " T0012\n", " N/A\n", " \n", " \n", - " 83\n", - " C00122\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", + " 82\n", + " F00083\n", " T0021\n", " N/A\n", " \n", " \n", - " 83\n", - " C00122\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0045\n", - " N/A\n", - " \n", - 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" C00138\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 98\n", - " C00142\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 99\n", - " C00143\n", - " T0060\n", - " N/A\n", - " \n", - " \n", - " 99\n", - " C00143\n", - " T0058\n", - " N/A\n", - " \n", - " \n", - " 99\n", - " C00143\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 100\n", - " C00144\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 101\n", - " C00147\n", - " T0060\n", - " N/A\n", - " \n", - " \n", - " 102\n", - " C00148\n", - " T0062\n", - " N/A\n", - " \n", - " \n", - " 102\n", - " C00148\n", - " T0063\n", - " N/A\n", - " \n", - " \n", - " 103\n", - " C00149\n", - " T0020\n", - " N/A\n", - " \n", - " \n", - " 103\n", - " C00149\n", - " T0046\n", - " N/A\n", - " \n", - " \n", - " 103\n", - " C00149\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 103\n", - " C00149\n", - " T0063\n", - " N/A\n", - " \n", - " \n", - " 104\n", - " C00153\n", + " F00094\n", " T0008\n", " N/A\n", " \n", - " \n", - " 104\n", - " C00153\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 104\n", - " C00153\n", - " T0011\n", - " N/A\n", - " \n", - " \n", - " 104\n", - " C00153\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 104\n", - " C00153\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 104\n", - " C00153\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 104\n", - " C00153\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 104\n", - " C00153\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 104\n", - " C00153\n", - " T0049\n", - " N/A\n", - " \n", - " \n", - " 104\n", - " C00153\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 104\n", - " C00153\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 104\n", - " C00153\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 104\n", - " C00153\n", - " T0058\n", - " N/A\n", - " \n", - " \n", - " 104\n", - " C00153\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 104\n", - " C00153\n", - " T0061\n", - " N/A\n", - " \n", - " \n", - " 105\n", - " C00154\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 105\n", - " C00154\n", - " T0048\n", - " N/A\n", - " \n", - " \n", - " 105\n", - " C00154\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 106\n", - " C00155\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 106\n", - " C00155\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 107\n", - " C00156\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 107\n", - " C00156\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 107\n", - " C00156\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 107\n", - " C00156\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 107\n", - " C00156\n", - " T0004\n", - " N/A\n", - " \n", - " \n", - " 107\n", - " C00156\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 109\n", - " C00160\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 109\n", - " C00160\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 109\n", - " C00160\n", - " T0048\n", - " N/A\n", - " \n", - " \n", - " 110\n", - " C00161\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 110\n", - " C00161\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 110\n", - " C00161\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 110\n", - " C00161\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 110\n", - " C00161\n", - " T0004\n", - " N/A\n", - " \n", - " \n", - " 111\n", - " C00162\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 111\n", - " C00162\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 111\n", - " C00162\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 111\n", - " C00162\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 111\n", - " C00162\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 111\n", - " C00162\n", - " T0004\n", - " N/A\n", - " \n", - " \n", - " 111\n", - " C00162\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 111\n", - " C00162\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 111\n", - " C00162\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 111\n", - " C00162\n", - " T0050\n", - " N/A\n", - " \n", - " \n", - " 112\n", - " C00164\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 112\n", - " C00164\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 112\n", - " C00164\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 112\n", - " C00164\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 112\n", - " C00164\n", - " T0004\n", - " N/A\n", - " \n", - " \n", - " 113\n", - " C00165\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 114\n", - " C00169\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 114\n", - " C00169\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 114\n", - " C00169\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 114\n", - " C00169\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 114\n", - " C00169\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 114\n", - " C00169\n", - " T0004\n", - " N/A\n", - " \n", - " \n", - " 114\n", - " C00169\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 116\n", - " C00172\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 116\n", - " C00172\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 116\n", - " C00172\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 117\n", - " C00174\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 117\n", - " C00174\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 117\n", - " C00174\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 117\n", - " C00174\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 117\n", - " C00174\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 117\n", - " C00174\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0043\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0049\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0058\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 118\n", - " C00176\n", - " T0061\n", - " N/A\n", - " \n", - " \n", - " 119\n", - " C00178\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 119\n", - " C00178\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 119\n", - " C00178\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 119\n", - " C00178\n", - " T0020\n", - " N/A\n", - " \n", - " \n", - " 120\n", - " C00182\n", - " T0011\n", - " N/A\n", - " \n", - " \n", - " 120\n", - " C00182\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 121\n", - " C00184\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 121\n", - " C00184\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 121\n", - " C00184\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 121\n", - " C00184\n", - " T0041\n", - " N/A\n", - " \n", - " \n", - " 121\n", - " C00184\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 121\n", - " C00184\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 121\n", - " C00184\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 122\n", - " C00188\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 122\n", - " C00188\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 122\n", - " C00188\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 122\n", - " C00188\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 122\n", - " C00188\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 122\n", - " C00188\n", - " T0008\n", - " N/A\n", - 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"40 C00070 T0046 N/A\n", - "40 C00070 T0052 N/A\n", - "40 C00070 T0055 N/A\n", - "40 C00070 T0057 N/A\n", - "40 C00070 T0056 N/A\n", - "40 C00070 T0058 N/A\n", - "41 C00071 T0019 N/A\n", - "41 C00071 T0056 N/A\n", - "42 C00072 T0019 N/A\n", - "42 C00072 T0010 N/A\n", - "42 C00072 T0044 N/A\n", - "42 C00072 T0021 N/A\n", - "42 C00072 T0022 N/A\n", - "42 C00072 T0023 N/A\n", - "42 C00072 T0027 N/A\n", - "42 C00072 T0039 N/A\n", - "42 C00072 T0055 N/A\n", - "42 C00072 T0049 N/A\n", - "43 C00073 T0016 N/A\n", - "43 C00073 T0019 N/A\n", - "43 C00073 T0056 N/A\n", - "43 C00073 T0010 N/A\n", - "43 C00073 T0021 N/A\n", - "43 C00073 T0022 N/A\n", - "43 C00073 T0023 N/A\n", - "43 C00073 T0026 N/A\n", - "43 C00073 T0025 N/A\n", - "43 C00073 T0027 N/A\n", - "43 C00073 T0039 N/A\n", - "43 C00073 T0040 N/A\n", - "43 C00073 T0044 N/A\n", - "43 C00073 T0045 N/A\n", - "43 C00073 T0048 N/A\n", - "43 C00073 T0053 N/A\n", - "43 C00073 T0056 N/A\n", - "43 C00073 T0060 N/A\n", - "44 C00074 T0019 N/A\n", - "44 C00074 T0021 N/A\n", - "44 C00074 T0022 N/A\n", - "44 C00074 T0026 N/A\n", - "44 C00074 T0025 N/A\n", - "44 C00074 T0043 N/A\n", - "44 C00074 T0050 N/A\n", - "44 C00074 T0051 N/A\n", - "44 C00074 T0049 N/A\n", - "44 C00074 T0052 N/A\n", - "44 C00074 T0053 N/A\n", - "44 C00074 T0054 N/A\n", - "44 C00074 T0055 N/A\n", - "44 C00074 T0057 N/A\n", - "44 C00074 T0061 N/A\n", - "44 C00074 T0060 N/A\n", - "46 C00076 T0016 N/A\n", - "46 C00076 T0018 N/A\n", - "46 C00076 T0039 N/A\n", - "46 C00076 T0044 N/A\n", - "46 C00076 T0021 N/A\n", - "48 C00078 T0044 N/A\n", - "48 C00078 T0046 N/A\n", - "48 C00078 T0056 N/A\n", - "48 C00078 T0052 N/A\n", - "48 C00078 T0060 N/A\n", - "49 C00080 T0003 N/A\n", - "49 C00080 T0004 N/A\n", - "49 C00080 T0028 N/A\n", - "49 C00080 T0022 N/A\n", - "49 C00080 T0027 N/A\n", - "50 C00081 T0003 N/A\n", - "50 C00081 T0004 N/A\n", - "50 C00081 T0028 N/A\n", - "50 C00081 T0006 N/A\n", - "50 C00081 T0022 N/A\n", - "50 C00081 T0023 N/A\n", - "50 C00081 T0026 N/A\n", - "50 C00081 T0027 N/A\n", - "50 C00081 T0044 N/A\n", - "50 C00081 T0053 N/A\n", - "50 C00081 T0054 N/A\n", - "50 C00081 T0055 N/A\n", - "50 C00081 T0056 N/A\n", - "51 C00082 T0002 N/A\n", - "51 C00082 T0003 N/A\n", - "51 C00082 T0004 N/A\n", - "51 C00082 T0028 N/A\n", - "51 C00082 T0006 N/A\n", - "51 C00082 T0022 N/A\n", - "51 C00082 T0023 N/A\n", - "51 C00082 T0025 N/A\n", - "51 C00082 T0026 N/A\n", - "51 C00082 T0027 N/A\n", - "51 C00082 T0044 N/A\n", - "51 C00082 T0053 N/A\n", - "51 C00082 T0054 N/A\n", - "51 C00082 T0055 N/A\n", - "51 C00082 T0056 N/A\n", - "52 C00084 T0002 N/A\n", - "52 C00084 T0003 N/A\n", - "52 C00084 T0004 N/A\n", - "52 C00084 T0028 N/A\n", - "52 C00084 T0006 N/A\n", - "52 C00084 T0022 N/A\n", - "52 C00084 T0027 N/A\n", - "52 C00084 T0059 N/A\n", - "53 C00085 T0008 N/A\n", - "53 C00085 T0007 N/A\n", - "53 C00085 T0017 N/A\n", - "53 C00085 T0022 N/A\n", - "53 C00085 T0021 N/A\n", - "53 C00085 T0025 N/A\n", - "53 C00085 T0024 N/A\n", - "53 C00085 T0026 N/A\n", - "53 C00085 T0045 N/A\n", - "53 C00085 T0044 N/A\n", - "53 C00085 T0049 N/A\n", - "53 C00085 T0051 N/A\n", - "53 C00085 T0052 N/A\n", - "53 C00085 T0053 N/A\n", - "53 C00085 T0054 N/A\n", - "53 C00085 T0055 N/A\n", - "53 C00085 T0056 N/A\n", - "53 C00085 T0057 N/A\n", - "53 C00085 T0061 N/A\n", - "53 C00085 T0060 N/A\n", - "54 C00086 T0044 N/A\n", - "54 C00086 T0050 N/A\n", - "54 C00086 T0051 N/A\n", - "54 C00086 T0049 N/A\n", - "54 C00086 T0054 N/A\n", - "54 C00086 T0053 N/A\n", - "54 C00086 T0055 N/A\n", - "55 C00087 T0039 N/A\n", - "55 C00087 T0044 N/A\n", - "55 C00087 T0048 N/A\n", - "55 C00087 T0050 N/A\n", - "55 C00087 T0051 N/A\n", - "55 C00087 T0049 N/A\n", - "55 C00087 T0052 N/A\n", - "55 C00087 T0054 N/A\n", - "55 C00087 T0053 N/A\n", - "55 C00087 T0055 N/A\n", - "55 C00087 T0056 N/A\n", - "56 C00090 T0020 N/A\n", - "56 C00090 T0062 N/A\n", - "56 C00090 T0063 N/A\n", - "57 C00091 T0062 N/A\n", - "57 C00091 T0063 N/A\n", - "57 C00091 T0054 N/A\n", - "57 C00091 T0053 N/A\n", - "57 C00091 T0049 N/A\n", - "58 C00092 T0010 N/A\n", - "58 C00092 T0023 N/A\n", - "58 C00092 T0039 N/A\n", - "58 C00092 T0045 N/A\n", - "58 C00092 T0044 N/A\n", - "58 C00092 T0054 N/A\n", - "58 C00092 T0053 N/A\n", - "58 C00092 T0056 N/A\n", - "59 C00093 T0010 N/A\n", - "59 C00093 T0017 N/A\n", - "59 C00093 T0039 N/A\n", - "59 C00093 T0047 N/A\n", - "59 C00093 T0048 N/A\n", - "59 C00093 T0053 N/A\n", - "60 C00094 T0026 N/A\n", - "61 C00096 T0022 N/A\n", - "61 C00096 T0027 N/A\n", - "61 C00096 T0026 N/A\n", - "61 C00096 T0024 N/A\n", - "61 C00096 T0023 N/A\n", - "61 C00096 T0025 N/A\n", - "62 C00097 T0029 N/A\n", - "62 C00097 T0030 N/A\n", - "62 C00097 T0045 N/A\n", - "62 C00097 T0009 N/A\n", - "62 C00097 T0007 N/A\n", - "62 C00097 T0054 N/A\n", - "62 C00097 T0053 N/A\n", - "63 C00098 T0038 N/A\n", - "63 C00098 T0011 N/A\n", - "64 C00099 T0030 N/A\n", - "64 C00099 T0045 N/A\n", - "64 C00099 T0009 N/A\n", - "64 C00099 T0008 N/A\n", - "64 C00099 T0007 N/A\n", - "65 C00100 T0055 N/A\n", - "66 C00101 T0029 N/A\n", - "66 C00101 T0049 N/A\n", - "66 C00101 T0053 N/A\n", - "66 C00101 T0054 N/A\n", - "67 C00103 T0029 N/A\n", - "67 C00103 T0062 N/A\n", - "67 C00103 T0063 N/A\n", - "67 C00103 T0053 N/A\n", - "68 C00105 T0016 N/A\n", - "68 C00105 T0018 N/A\n", - "69 C00106 T0016 N/A\n", - "70 C00107 T0009 N/A\n", - "70 C00107 T0008 N/A\n", - "70 C00107 T0007 N/A\n", - "70 C00107 T0013 N/A\n", - "70 C00107 T0014 N/A\n", - "70 C00107 T0015 N/A\n", - "70 C00107 T0016 N/A\n", - "70 C00107 T0017 N/A\n", - "70 C00107 T0018 N/A\n", - "70 C00107 T0021 N/A\n", - "70 C00107 T0025 N/A\n", - "70 C00107 T0024 N/A\n", - "70 C00107 T0026 N/A\n", - "70 C00107 T0045 N/A\n", - "70 C00107 T0055 N/A\n", - "70 C00107 T0057 N/A\n", - "70 C00107 T0001 N/A\n", - "70 C00107 T0022 N/A\n", - "70 C00107 T0027 N/A\n", - "70 C00107 T0061 N/A\n", - "72 C00111 T0010 N/A\n", - "73 C00112 T0040 N/A\n", - "73 C00112 T0042 N/A\n", - "74 C00113 T0045 N/A\n", - "75 C00114 T0039 N/A\n", - "75 C00114 T0048 N/A\n", - "76 C00115 T0041 N/A\n", - "76 C00115 T0048 N/A\n", - "76 C00115 T0052 N/A\n", - "76 C00115 T0053 N/A\n", - "76 C00115 T0056 N/A\n", - "77 C00116 T0041 N/A\n", - "78 C00117 T0046 N/A\n", - "78 C00117 T0022 N/A\n", - "78 C00117 T0021 N/A\n", - "78 C00117 T0025 N/A\n", - "78 C00117 T0024 N/A\n", - "78 C00117 T0026 N/A\n", - "78 C00117 T0045 N/A\n", - "78 C00117 T0044 N/A\n", - "78 C00117 T0060 N/A\n", - "79 C00118 T0044 N/A\n", - "79 C00118 T0021 N/A\n", - "79 C00118 T0024 N/A\n", - "80 C00119 T0022 N/A\n", - "80 C00119 T0021 N/A\n", - "80 C00119 T0025 N/A\n", - "80 C00119 T0024 N/A\n", - "80 C00119 T0026 N/A\n", - "80 C00119 T0045 N/A\n", - "80 C00119 T0044 N/A\n", - "80 C00119 T0060 N/A\n", - "81 C00120 T0047 N/A\n", - "81 C00120 T0052 N/A\n", - "81 C00120 T0053 N/A\n", - "81 C00120 T0054 N/A\n", - "81 C00120 T0055 N/A\n", - "81 C00120 T0056 N/A\n", - "82 C00121 T0043 N/A\n", - "83 C00122 T0008 N/A\n", - "83 C00122 T0007 N/A\n", - "83 C00122 T0014 N/A\n", - "83 C00122 T0015 N/A\n", - "83 C00122 T0016 N/A\n", - "83 C00122 T0017 N/A\n", - "83 C00122 T0018 N/A\n", - "83 C00122 T0022 N/A\n", - "83 C00122 T0021 N/A\n", - "83 C00122 T0025 N/A\n", - "83 C00122 T0024 N/A\n", - "83 C00122 T0026 N/A\n", - "83 C00122 T0045 N/A\n", - "83 C00122 T0044 N/A\n", - "83 C00122 T0049 N/A\n", - "83 C00122 T0051 N/A\n", - "83 C00122 T0052 N/A\n", - "83 C00122 T0053 N/A\n", - "83 C00122 T0054 N/A\n", - "83 C00122 T0055 N/A\n", - "83 C00122 T0056 N/A\n", - "83 C00122 T0057 N/A\n", - "83 C00122 T0061 N/A\n", - "83 C00122 T0060 N/A\n", - "84 C00123 T0029 N/A\n", - "84 C00123 T0049 N/A\n", - "84 C00123 T0054 N/A\n", - "84 C00123 T0060 N/A\n", - "85 C00124 T0053 N/A\n", - "85 C00124 T0063 N/A\n", - "86 C00125 T0056 N/A\n", - "86 C00125 T0052 N/A\n", - "86 C00125 T0054 N/A\n", - "86 C00125 T0053 N/A\n", - "86 C00125 T0055 N/A\n", - "86 C00125 T0045 N/A\n", - "86 C00125 T0022 N/A\n", - "86 C00125 T0027 N/A\n", - "86 C00125 T0002 N/A\n", - "86 C00125 T0003 N/A\n", - "86 C00125 T0004 N/A\n", - "86 C00125 T0010 N/A\n", - "87 C00126 T0056 N/A\n", - "87 C00126 T0052 N/A\n", - "87 C00126 T0054 N/A\n", - "87 C00126 T0053 N/A\n", - "87 C00126 T0055 N/A\n", - "87 C00126 T0045 N/A\n", - "87 C00126 T0022 N/A\n", - "87 C00126 T0027 N/A\n", - "87 C00126 T0002 N/A\n", - "87 C00126 T0003 N/A\n", - "87 C00126 T0004 N/A\n", - "87 C00126 T0010 N/A\n", - "87 C00126 T0057 N/A\n", - "88 C00128 T0050 N/A\n", - "88 C00128 T0056 N/A\n", - "88 C00128 T0049 N/A\n", - "88 C00128 T0052 N/A\n", - "88 C00128 T0054 N/A\n", - "88 C00128 T0053 N/A\n", - "88 C00128 T0055 N/A\n", - "88 C00128 T0057 N/A\n", - "88 C00128 T0061 N/A\n", - "89 C00129 T0057 N/A\n", - "89 C00129 T0061 N/A\n", - "89 C00129 T0014 N/A\n", - "89 C00129 T0017 N/A\n", - "89 C00129 T0018 N/A\n", - "90 C00130 T0010 N/A\n", - "91 C00131 T0049 N/A\n", - "91 C00131 T0054 N/A\n", - "91 C00131 T0060 N/A\n", - "92 C00133 T0007 N/A\n", - "92 C00133 T0009 N/A\n", - "92 C00133 T0045 N/A\n", - "92 C00133 T0011 N/A\n", - "92 C00133 T0045 N/A\n", - "93 C00135 T0007 N/A\n", - "93 C00135 T0043 N/A\n", - "94 C00136 T0010 N/A\n", - "94 C00136 T0020 N/A\n", - "94 C00136 T0063 N/A\n", - "95 C00138 T0060 N/A\n", - "95 C00138 T0056 N/A\n", - "98 C00142 T0016 N/A\n", - "99 C00143 T0060 N/A\n", - "99 C00143 T0058 N/A\n", - "99 C00143 T0024 N/A\n", - "100 C00144 T0053 N/A\n", - "101 C00147 T0060 N/A\n", - "102 C00148 T0062 N/A\n", - "102 C00148 T0063 N/A\n", - "103 C00149 T0020 N/A\n", - "103 C00149 T0046 N/A\n", - "103 C00149 T0057 N/A\n", - "103 C00149 T0063 N/A\n", - "104 C00153 T0008 N/A\n", - "104 C00153 T0007 N/A\n", - "104 C00153 T0011 N/A\n", - "104 C00153 T0013 N/A\n", - "104 C00153 T0014 N/A\n", - "104 C00153 T0017 N/A\n", - "104 C00153 T0018 N/A\n", - "104 C00153 T0056 N/A\n", - "104 C00153 T0049 N/A\n", - "104 C00153 T0052 N/A\n", - "104 C00153 T0054 N/A\n", - "104 C00153 T0053 N/A\n", - "104 C00153 T0058 N/A\n", - "104 C00153 T0057 N/A\n", - "104 C00153 T0061 N/A\n", - "105 C00154 T0039 N/A\n", - "105 C00154 T0048 N/A\n", - "105 C00154 T0045 N/A\n", - "106 C00155 T0014 N/A\n", - "106 C00155 T0017 N/A\n", - "107 C00156 T0022 N/A\n", - "107 C00156 T0027 N/A\n", - "107 C00156 T0002 N/A\n", - "107 C00156 T0003 N/A\n", - "107 C00156 T0004 N/A\n", - "107 C00156 T0010 N/A\n", - "109 C00160 T0039 N/A\n", - "109 C00160 T0010 N/A\n", - "109 C00160 T0048 N/A\n", - "110 C00161 T0022 N/A\n", - "110 C00161 T0027 N/A\n", - "110 C00161 T0002 N/A\n", - "110 C00161 T0003 N/A\n", - "110 C00161 T0004 N/A\n", - "111 C00162 T0010 N/A\n", - "111 C00162 T0022 N/A\n", - "111 C00162 T0027 N/A\n", - "111 C00162 T0002 N/A\n", - "111 C00162 T0003 N/A\n", - "111 C00162 T0004 N/A\n", - "111 C00162 T0039 N/A\n", - "111 C00162 T0052 N/A\n", - "111 C00162 T0056 N/A\n", - "111 C00162 T0050 N/A\n", - "112 C00164 T0022 N/A\n", - "112 C00164 T0027 N/A\n", - "112 C00164 T0002 N/A\n", - "112 C00164 T0003 N/A\n", - "112 C00164 T0004 N/A\n", - "113 C00165 T0025 N/A\n", - "114 C00169 T0010 N/A\n", - "114 C00169 T0022 N/A\n", - "114 C00169 T0027 N/A\n", - "114 C00169 T0002 N/A\n", - "114 C00169 T0003 N/A\n", - "114 C00169 T0004 N/A\n", - "114 C00169 T0039 N/A\n", - "116 C00172 T0008 N/A\n", - "116 C00172 T0007 N/A\n", - "116 C00172 T0013 N/A\n", - "117 C00174 T0001 N/A\n", - "117 C00174 T0045 N/A\n", - "117 C00174 T0010 N/A\n", - "117 C00174 T0022 N/A\n", - "117 C00174 T0027 N/A\n", - "117 C00174 T0044 N/A\n", - "118 C00176 T0009 N/A\n", - "118 C00176 T0008 N/A\n", - "118 C00176 T0007 N/A\n", - "118 C00176 T0013 N/A\n", - "118 C00176 T0014 N/A\n", - "118 C00176 T0015 N/A\n", - "118 C00176 T0016 N/A\n", - "118 C00176 T0017 N/A\n", - "118 C00176 T0018 N/A\n", - "118 C00176 T0021 N/A\n", - "118 C00176 T0025 N/A\n", - "118 C00176 T0024 N/A\n", - "118 C00176 T0026 N/A\n", - "118 C00176 T0045 N/A\n", - "118 C00176 T0043 N/A\n", - "118 C00176 T0056 N/A\n", - "118 C00176 T0051 N/A\n", - "118 C00176 T0049 N/A\n", - "118 C00176 T0052 N/A\n", - "118 C00176 T0054 N/A\n", - "118 C00176 T0053 N/A\n", - "118 C00176 T0055 N/A\n", - "118 C00176 T0058 N/A\n", - "118 C00176 T0057 N/A\n", - "118 C00176 T0001 N/A\n", - "118 C00176 T0003 N/A\n", - "118 C00176 T0010 N/A\n", - "118 C00176 T0022 N/A\n", - "118 C00176 T0027 N/A\n", - "118 C00176 T0061 N/A\n", - "119 C00178 T0016 N/A\n", - "119 C00178 T0017 N/A\n", - "119 C00178 T0018 N/A\n", - "119 C00178 T0020 N/A\n", - "120 C00182 T0011 N/A\n", - "120 C00182 T0054 N/A\n", - "121 C00184 T0045 N/A\n", - "121 C00184 T0055 N/A\n", - "121 C00184 T0039 N/A\n", - "121 C00184 T0041 N/A\n", - "121 C00184 T0044 N/A\n", - "121 C00184 T0045 N/A\n", - "121 C00184 T0010 N/A\n", - "122 C00188 T0001 N/A\n", - "122 C00188 T0003 N/A\n", - "122 C00188 T0022 N/A\n", - "122 C00188 T0027 N/A\n", - "122 C00188 T0045 N/A\n", - "122 C00188 T0008 N/A\n", - "122 C00188 T0010 N/A\n", - "122 C00188 T0039 N/A\n", - "122 C00188 T0046 N/A\n", - "123 C00189 T0008 N/A\n", - "123 C00189 T0007 N/A\n", - "123 C00189 T0011 N/A\n", - "123 C00189 T0014 N/A\n", - "123 C00189 T0009 N/A\n", - "124 C00190 T0001 N/A\n", - "124 C00190 T0003 N/A\n", - "124 C00190 T0010 N/A\n", - "124 C00190 T0022 N/A\n", - "124 C00190 T0027 N/A\n", - "124 C00190 T0025 N/A\n", - "125 C00195 T0010 N/A\n", - "125 C00195 T0016 N/A\n", - "125 C00195 T0018 N/A\n", - "125 C00195 T0022 N/A\n", - "125 C00195 T0027 N/A\n", - "125 C00195 T0025 N/A\n", - "125 C00195 T0024 N/A\n", - "125 C00195 T0026 N/A\n", - "125 C00195 T0045 N/A\n", - "125 C00195 T0046 N/A\n", - "125 C00195 T0055 N/A\n", - "126 C00197 T0009 N/A\n", - "126 C00197 T0007 N/A\n", - "126 C00197 T0011 N/A\n", - "127 C00200 T0010 N/A\n", - "127 C00200 T0027 N/A\n", - "127 C00200 T0022 N/A\n", - "127 C00200 T0045 N/A\n", - "127 C00200 T0025 N/A\n", - "128 C00202 T0025 N/A\n", - "129 C00203 T0010 N/A\n", - "129 C00203 T0027 N/A\n", - "129 C00203 T0022 N/A\n", - "129 C00203 T0028 N/A\n", - "129 C00203 T0039 N/A\n", - "129 C00203 T0045 N/A\n", - "129 C00203 T0056 N/A\n", - "129 C00203 T0052 N/A\n", - "130 C00205 T0001 N/A\n", - "130 C00205 T0003 N/A\n", - "130 C00205 T0022 N/A\n", - "130 C00205 T0025 N/A\n", - "130 C00205 T0027 N/A\n", - "132 C00211 T0027 N/A\n", - "132 C00211 T0022 N/A\n", - "132 C00211 T0028 N/A\n", - "132 C00211 T0026 N/A\n", - "132 C00211 T0021 N/A\n", - "132 C00211 T0020 N/A\n", - "132 C00211 T0025 N/A\n", - "132 C00211 T0024 N/A\n", - "132 C00211 T0026 N/A\n", - "132 C00211 T0045 N/A\n", - "132 C00211 T0055 N/A\n", - "132 C00211 T0057 N/A\n", - "133 C00212 T0001 N/A\n", - "133 C00212 T0003 N/A\n", - "133 C00212 T0010 N/A\n", - "133 C00212 T0022 N/A\n", - "134 C00216 T0014 N/A\n", - "134 C00216 T0016 N/A\n", - "134 C00216 T0017 N/A\n", - "134 C00216 T0061 N/A\n", - "134 C00216 T0018 N/A\n", - "134 C00216 T0057 N/A\n", - "135 C00219 T0024 N/A\n", - "135 C00219 T0026 N/A\n", - "135 C00219 T0025 N/A" + " detection_id technique_id summary\n", + "0 F00001 All N/A\n", + "1 F00002 T0049 N/A\n", + "1 F00002 T0052 N/A\n", + "1 F00002 T0053 N/A\n", + "1 F00002 T0054 N/A\n", + "1 F00002 T0059 N/A\n", + "1 F00002 T0060 N/A\n", + "2 F00003 T0019 N/A\n", + "2 F00003 T0021 N/A\n", + "3 F00004 T0057 N/A\n", + "3 F00004 T0061 N/A\n", + "3 F00004 T0010 N/A\n", + "3 F00004 T0039 N/A\n", + "4 F00005 All N/A\n", + "5 F00006 T0007 N/A\n", + "5 F00006 T0014 N/A\n", + "5 F00006 T0010 N/A\n", + "5 F00006 T0019 N/A\n", + "5 F00006 T0021 N/A\n", + "6 F00007 All N/A\n", + "7 F00008 T0052 N/A\n", + "7 F00008 T0053 N/A\n", + "7 F00008 T0054 N/A\n", + "7 F00008 T0060 N/A\n", + "8 F00009 T0007 N/A\n", + "9 F00010 T0007 N/A\n", + "10 F00011 T0007 N/A\n", + "11 F00012 T0007 N/A\n", + "12 F00013 T0008 N/A\n", + "13 F00014 T0008 N/A\n", + "14 F00015 T0007 N/A\n", + "14 F00015 T0009 N/A\n", + "14 F00015 T0015 N/A\n", + "14 F00015 T0045 N/A\n", + "14 F00015 T0057 N/A\n", + "15 F00016 T0010 N/A\n", + "15 F00016 T0017 N/A\n", + "15 F00016 T0018 N/A\n", + "15 F00016 T0029 N/A\n", + "15 F00016 T0039 N/A\n", + "15 F00016 T0048 N/A\n", + "16 F00017 T0001 N/A\n", + "16 F00017 T0039 N/A\n", + "16 F00017 T0053 N/A\n", + "17 F00018 T0009 N/A\n", + "18 F00019 T0011 N/A\n", + "19 F00020 T0011 N/A\n", + "22 F00023 T0011 N/A\n", + "27 F00028 T0025 N/A\n", + "28 F00029 T0006 N/A\n", + "28 F00029 T0019 N/A\n", + "28 F00029 T0050 N/A\n", + "28 F00029 T0056 N/A\n", + "30 F00031 T0019 N/A\n", + "30 F00031 T0056 N/A\n", + "31 F00032 DUPLICATE N/A\n", + "32 F00033 T0013 N/A\n", + "33 F00034 T0049 N/A\n", + "34 F00035 T0006 N/A\n", + "34 F00035 T0019 N/A\n", + "34 F00035 T0050 N/A\n", + "34 F00035 T0056 N/A\n", + "35 F00036 T0020 N/A\n", + "37 F00038 T0010 N/A\n", + "37 F00038 T0039 N/A\n", + "37 F00038 T0043 N/A\n", + "37 F00038 T0057 N/A\n", + "37 F00038 T0061 N/A\n", + "38 F00039 T0024 N/A\n", + "39 F00040 T0024 N/A\n", + "40 F00041 T00029 N/A\n", + "41 F00042 T00029 N/A\n", + "42 F00043 T00030 N/A\n", + "43 F00044 All N/A\n", + "44 F00045 All N/A\n", + "50 F00051 T0009 N/A\n", + "50 F00051 T0045 N/A\n", + "51 F00052 All N/A\n", + "52 F00053 T0049 N/A\n", + "52 F00053 T0050 N/A\n", + "52 F00053 T0052 N/A\n", + "52 F00053 T0053 N/A\n", + "52 F00053 T0054 N/A\n", + "52 F00053 T0055 N/A\n", + "52 F00053 T0056 N/A\n", + "57 F00058 T0007 N/A\n", + "57 F00058 T0009 N/A\n", + "57 F00058 T0011 N/A\n", + "57 F00058 T0014 N/A\n", + "57 F00058 T0017 N/A\n", + "57 F00058 T0018 N/A\n", + "57 F00058 T0045 N/A\n", + "58 F00059 All N/A\n", + "59 F00060 T0039 N/A\n", + "60 F00061 All N/A\n", + "61 F00062 T0007 N/A\n", + "61 F00062 T0011 N/A\n", + "63 F00064 T0011 N/A\n", + "77 F00078 All N/A\n", + "78 F00079 T0029 N/A\n", + "78 F00079 T0047 N/A\n", + "78 F00079 T0049 N/A\n", + "78 F00079 T0054 N/A\n", + "78 F00079 T0055 N/A\n", + "78 F00079 T0060 N/A\n", + "79 F00080 T0029 N/A\n", + "80 F00081 T0049 N/A\n", + "80 F00081 T0050 N/A\n", + "80 F00081 T0052 N/A\n", + "80 F00081 T0053 N/A\n", + "80 F00081 T0054 N/A\n", + "80 F00081 T0055 N/A\n", + "80 F00081 T0056 N/A\n", + "82 F00083 T0012 N/A\n", + "82 F00083 T0021 N/A\n", + "92 F00093 T0011 N/A\n", + "93 F00094 T0013 N/A\n", + "93 F00094 T0008 N/A" ] }, - "execution_count": 24, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ctech" + "dtech" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -13224,7 +10473,7 @@ " \n", " \n", " \n", - " counter_id\n", + " detection_id\n", " tactic_id\n", " main_tactic\n", " summary\n", @@ -13233,1261 +10482,946 @@ " \n", " \n", " 0\n", - " C00028\n", - " TA07\n", + " F00003\n", + " TA06\n", " N\n", " N/A\n", " \n", " \n", " 1\n", - " C00028\n", + " F00003\n", " TA08\n", " N\n", " N/A\n", " \n", " \n", " 2\n", - " C00028\n", + " F00003\n", " TA09\n", " N\n", " N/A\n", " \n", " \n", " 3\n", - " C00028\n", - " TA10\n", + " F00006\n", + " TA05\n", " N\n", " N/A\n", " \n", " \n", " 4\n", - " C00060\n", + " F00006\n", " TA07\n", " N\n", " N/A\n", " \n", " \n", " 5\n", - " C00062\n", - " TA01\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00062\n", - " TA02\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00062\n", - " TA03\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00062\n", - " TA04\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00062\n", - " TA05\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00062\n", - " TA06\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00062\n", - " TA07\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00062\n", + " F00006\n", " TA08\n", " N\n", " N/A\n", " \n", " \n", - " 13\n", - " C00062\n", + " 6\n", + " F00006\n", " TA09\n", " N\n", " N/A\n", " \n", " \n", - " 14\n", - " C00062\n", + " 7\n", + " F00006\n", " TA10\n", " N\n", " N/A\n", " \n", " \n", - " 15\n", - " C00062\n", + " 8\n", + " F00006\n", " TA11\n", " N\n", " N/A\n", " \n", " \n", - " 16\n", - " C00062\n", - " TA12\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 17\n", - " C00078\n", + " 9\n", + " F00015\n", " TA07\n", " N\n", " N/A\n", " \n", " \n", + " 10\n", + " F00016\n", + " TA08\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 11\n", + " F00016\n", + " TA09\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 12\n", + " F00016\n", + " TA10\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 13\n", + " F00016\n", + " TA11\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 14\n", + " F00021\n", + " TA03\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 15\n", + " F00021\n", + " TA04\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 16\n", + " F00021\n", + " TA05\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 17\n", + " F00021\n", + " TA06\n", + " N\n", + " N/A\n", + " \n", + " \n", " 18\n", - " C00092\n", + " F00021\n", " TA07\n", " N\n", " N/A\n", " \n", " \n", " 19\n", - " C00092\n", + " F00021\n", " TA08\n", " N\n", " N/A\n", " \n", " \n", " 20\n", - " C00093\n", - " TA07\n", + " F00021\n", + " TA09\n", " N\n", " N/A\n", " \n", " \n", " 21\n", - " C00124\n", - " TA08\n", + " F00021\n", + " TA10\n", " N\n", " N/A\n", " \n", " \n", " 22\n", - " C00124\n", - " TA09\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 23\n", - " C00133\n", - " TA07\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00133\n", - " TA09\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 25\n", - " C00133\n", - " TA10\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00135\n", - " TA07\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 27\n", - " C00135\n", - " TA09\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 28\n", - " C00135\n", - " TA10\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 29\n", - " C00136\n", - " TA08\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 30\n", - " C00136\n", - " TA09\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 31\n", - " C00136\n", - " TA10\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 32\n", - " C00140\n", - " TA05\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 33\n", - " C00140\n", - " TA09\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 34\n", - " C00140\n", - " TA10\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 35\n", - " C00142\n", - " TA05\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 36\n", - " C00142\n", - " TA09\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 37\n", - " C00142\n", - " TA10\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 38\n", - " C00142\n", + " F00021\n", " TA11\n", " N\n", " N/A\n", " \n", " \n", + " 23\n", + " F00025\n", + " TA01\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 24\n", + " F00025\n", + " TA02\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 25\n", + " F00029\n", + " TA01\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 26\n", + " F00030\n", + " TA03\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 27\n", + " F00030\n", + " TA04\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 28\n", + " F00030\n", + " TA05\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 29\n", + " F00030\n", + " TA06\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 30\n", + " F00030\n", + " TA08\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 31\n", + " F00030\n", + " TA09\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 32\n", + " F00030\n", + " TA10\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 33\n", + " F00031\n", + " TA01\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 34\n", + " F00035\n", + " TA01\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 35\n", + " F00037\n", + " TA01\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 36\n", + " F00046\n", + " TA08\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 37\n", + " F00058\n", + " TA07\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 38\n", + " F00058\n", + " TA09\n", + " N\n", + " N/A\n", + " \n", + " \n", " 39\n", - " C00149\n", - " TA12\n", + " F00058\n", + " TA10\n", " N\n", " N/A\n", " \n", " \n", " 40\n", - " C00006\n", - " TA01\n", - " Y\n", + " F00062\n", + " TA09\n", + " N\n", " N/A\n", " \n", " \n", " 41\n", - " C00008\n", + " F00001\n", " TA01\n", " Y\n", " N/A\n", " \n", " \n", " 42\n", - " C00009\n", - " TA02\n", + " F00002\n", + " TA01\n", " Y\n", " N/A\n", " \n", " \n", " 43\n", - " C00010\n", + " F00003\n", " TA01\n", " Y\n", " N/A\n", " \n", " \n", " 44\n", - " C00011\n", - " TA02\n", + " F00004\n", + " TA01\n", " Y\n", " N/A\n", " \n", " \n", " 45\n", - " C00012\n", + " F00005\n", " TA01\n", " Y\n", " N/A\n", " \n", " \n", " 46\n", - " C00013\n", + " F00006\n", " TA01\n", " Y\n", " N/A\n", " \n", " \n", " 47\n", - " C00014\n", - " TA06\n", + " F00007\n", + " TA02\n", " Y\n", " N/A\n", " \n", " \n", " 48\n", - " C00016\n", - " TA01\n", + " F00008\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 49\n", - " C00017\n", - " TA01\n", + " F00009\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 50\n", - " C00019\n", - " TA01\n", + " F00010\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 51\n", - " C00021\n", - " TA01\n", + " F00011\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 52\n", - " C00022\n", - " TA01\n", + " F00012\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 53\n", - " C00024\n", - " TA01\n", + " F00013\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 54\n", - " C00026\n", - " TA01\n", + " F00014\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 55\n", - " C00027\n", - " TA01\n", + " F00015\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 56\n", - " C00028\n", - " TA02\n", + " F00016\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 57\n", - " C00029\n", - " TA02\n", + " F00017\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 58\n", - " C00030\n", - " TA02\n", + " F00018\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 59\n", - " C00031\n", - " TA02\n", + " F00019\n", + " TA04\n", " Y\n", " N/A\n", " \n", " \n", " 60\n", - " C00032\n", - " TA06\n", + " F00020\n", + " TA04\n", " Y\n", " N/A\n", " \n", " \n", " 61\n", - " C00034\n", - " TA03\n", + " F00021\n", + " TA04\n", " Y\n", " N/A\n", " \n", " \n", " 62\n", - " C00036\n", - " TA03\n", + " F00022\n", + " TA04\n", " Y\n", " N/A\n", " \n", " \n", " 63\n", - " C00040\n", - " TA03\n", + " F00023\n", + " TA04\n", " Y\n", " N/A\n", " \n", " \n", " 64\n", - " C00042\n", - " TA03\n", + " F00024\n", + " TA04\n", " Y\n", " N/A\n", " \n", " \n", " 65\n", - " C00044\n", - " TA03\n", + " F00025\n", + " TA05\n", " Y\n", " N/A\n", " \n", " \n", " 66\n", - " C00046\n", - " TA03\n", + " F00026\n", + " TA05\n", " Y\n", " N/A\n", " \n", " \n", " 67\n", - " C00047\n", - " TA04\n", + " F00027\n", + " TA05\n", " Y\n", " N/A\n", " \n", " \n", " 68\n", - " C00048\n", - " TA03\n", + " F00028\n", + " TA06\n", " Y\n", " N/A\n", " \n", " \n", " 69\n", - " C00051\n", - " TA03\n", + " F00029\n", + " TA06\n", " Y\n", " N/A\n", " \n", " \n", " 70\n", - " C00052\n", - " TA04\n", + " F00030\n", + " TA06\n", " Y\n", " N/A\n", " \n", " \n", " 71\n", - " C00053\n", - " TA04\n", + " F00031\n", + " TA06\n", " Y\n", " N/A\n", " \n", " \n", " 72\n", - 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"7 C00062 TA03 N N/A\n", - "8 C00062 TA04 N N/A\n", - "9 C00062 TA05 N N/A\n", - "10 C00062 TA06 N N/A\n", - "11 C00062 TA07 N N/A\n", - "12 C00062 TA08 N N/A\n", - "13 C00062 TA09 N N/A\n", - "14 C00062 TA10 N N/A\n", - "15 C00062 TA11 N N/A\n", - "16 C00062 TA12 N N/A\n", - "17 C00078 TA07 N N/A\n", - "18 C00092 TA07 N N/A\n", - "19 C00092 TA08 N N/A\n", - "20 C00093 TA07 N N/A\n", - "21 C00124 TA08 N N/A\n", - "22 C00124 TA09 N N/A\n", - "23 C00133 TA07 N N/A\n", - "24 C00133 TA09 N N/A\n", - "25 C00133 TA10 N N/A\n", - "26 C00135 TA07 N N/A\n", - "27 C00135 TA09 N N/A\n", - "28 C00135 TA10 N N/A\n", - "29 C00136 TA08 N N/A\n", - "30 C00136 TA09 N N/A\n", - "31 C00136 TA10 N N/A\n", - "32 C00140 TA05 N N/A\n", - "33 C00140 TA09 N N/A\n", - "34 C00140 TA10 N N/A\n", - "35 C00142 TA05 N N/A\n", - "36 C00142 TA09 N N/A\n", - "37 C00142 TA10 N N/A\n", - "38 C00142 TA11 N N/A\n", - "39 C00149 TA12 N N/A\n", - "40 C00006 TA01 Y N/A\n", - "41 C00008 TA01 Y N/A\n", - "42 C00009 TA02 Y N/A\n", - "43 C00010 TA01 Y N/A\n", - "44 C00011 TA02 Y N/A\n", - "45 C00012 TA01 Y N/A\n", - "46 C00013 TA01 Y N/A\n", - "47 C00014 TA06 Y N/A\n", - "48 C00016 TA01 Y N/A\n", - "49 C00017 TA01 Y N/A\n", - "50 C00019 TA01 Y N/A\n", - "51 C00021 TA01 Y N/A\n", - "52 C00022 TA01 Y N/A\n", - "53 C00024 TA01 Y N/A\n", - "54 C00026 TA01 Y N/A\n", - "55 C00027 TA01 Y N/A\n", - "56 C00028 TA02 Y N/A\n", - "57 C00029 TA02 Y N/A\n", - "58 C00030 TA02 Y N/A\n", - "59 C00031 TA02 Y N/A\n", - "60 C00032 TA06 Y N/A\n", - "61 C00034 TA03 Y N/A\n", - "62 C00036 TA03 Y N/A\n", - "63 C00040 TA03 Y N/A\n", - "64 C00042 TA03 Y N/A\n", - "65 C00044 TA03 Y N/A\n", - "66 C00046 TA03 Y N/A\n", - "67 C00047 TA04 Y N/A\n", - "68 C00048 TA03 Y N/A\n", - "69 C00051 TA03 Y N/A\n", - "70 C00052 TA04 Y N/A\n", - "71 C00053 TA04 Y N/A\n", - "72 C00056 TA04 Y N/A\n", - "73 C00058 TA03 Y N/A\n", - "74 C00059 TA04 Y N/A\n", - "75 C00060 TA02 Y N/A\n", - "76 C00062 TA04 Y N/A\n", - "77 C00065 TA05 Y N/A\n", - "78 C00066 TA05 Y N/A\n", - "79 C00067 TA03 Y N/A\n", - "80 C00070 TA02 Y N/A\n", - "81 C00071 TA06 Y N/A\n", - "82 C00072 TA06 Y N/A\n", - "83 C00073 TA01 Y N/A\n", - "84 C00074 TA06 Y N/A\n", - "85 C00075 TA06 Y N/A\n", - "86 C00076 TA06 Y N/A\n", - "87 C00077 TA03 Y N/A\n", - "88 C00078 TA06 Y N/A\n", - "89 C00080 TA06 Y N/A\n", - "90 C00081 TA06 Y N/A\n", - "91 C00082 TA06 Y N/A\n", - "92 C00084 TA06 Y N/A\n", - "93 C00085 TA06 Y N/A\n", - "94 C00086 TA06 Y N/A\n", - "95 C00087 TA06 Y N/A\n", - "96 C00090 TA07 Y N/A\n", - "97 C00091 TA06 Y N/A\n", - "98 C00092 TA02 Y N/A\n", - "99 C00093 TA03 Y N/A\n", - "100 C00094 TA06 Y N/A\n", - "101 C00096 TA01 Y N/A\n", - "102 C00097 TA07 Y N/A\n", - "103 C00098 TA07 Y N/A\n", - "104 C00099 TA07 Y N/A\n", - "105 C00100 TA08 Y N/A\n", - "106 C00101 TA07 Y N/A\n", - "107 C00103 TA07 Y N/A\n", - "108 C00105 TA07 Y N/A\n", - "109 C00106 TA06 Y N/A\n", - "110 C00107 TA06 Y N/A\n", - "111 C00109 TA09 Y N/A\n", - "112 C00111 TA01 Y N/A\n", - "113 C00112 TA08 Y N/A\n", - "114 C00113 TA08 Y N/A\n", - "115 C00114 TA08 Y N/A\n", - "116 C00115 TA08 Y N/A\n", - "117 C00116 TA08 Y N/A\n", - "118 C00117 TA08 Y N/A\n", - "119 C00118 TA08 Y N/A\n", - "120 C00119 TA08 Y N/A\n", - "121 C00120 TA08 Y N/A\n", - "122 C00121 TA08 Y N/A\n", - "123 C00122 TA09 Y N/A\n", - "124 C00123 TA09 Y N/A\n", - "125 C00124 TA09 Y N/A\n", - "126 C00125 TA09 Y N/A\n", - "127 C00126 TA09 Y N/A\n", - "128 C00128 TA09 Y N/A\n", - "129 C00129 TA09 Y N/A\n", - "130 C00130 TA05 Y N/A\n", - "131 C00131 TA11 Y N/A\n", - "132 C00133 TA03 Y N/A\n", - "133 C00135 TA04 Y N/A\n", - "134 C00136 TA08 Y N/A\n", - "135 C00138 TA11 Y N/A\n", - "136 C00139 TA11 Y N/A\n", - "137 C00140 TA12 Y N/A\n", - "138 C00142 TA06 Y N/A\n", - "139 C00143 TA11 Y N/A\n", - "140 C00144 TA02 Y N/A\n", - "141 C00147 TA09 Y N/A\n", - "142 C00148 TA12 Y N/A\n", - "143 C00149 TA12 Y N/A\n", - "144 C00153 TA01 Y N/A\n", - "145 C00154 TA08 Y N/A\n", - "146 C00155 TA03 Y N/A\n", - "147 C00156 TA02 Y N/A\n", - "148 C00159 TA01 Y N/A\n", - "149 C00160 TA03 Y N/A\n", - "150 C00161 TA01 Y N/A\n", - "151 C00162 TA04 Y N/A\n", - "152 C00164 TA02 Y N/A\n", - "153 C00165 TA06 Y N/A\n", - "154 C00169 TA02 Y N/A\n", - "155 C00170 TA01 Y N/A\n", - "156 C00172 TA04 Y N/A\n", - "157 C00174 TA01 Y N/A\n", - "158 C00176 TA01 Y N/A\n", - "159 C00178 TA05 Y N/A\n", - "160 C00182 TA09 Y N/A\n", - "161 C00184 TA08 Y N/A\n", - "162 C00188 TA08 Y N/A\n", - "163 C00189 TA03 Y N/A\n", - "164 C00190 TA01 Y N/A\n", - "165 C00195 TA07 Y N/A\n", - "166 C00197 TA03 Y N/A\n", - "167 C00200 TA09 Y N/A\n", - "168 C00202 TA06 Y N/A\n", - "169 C00203 TA04 Y N/A\n", - "170 C00205 TA01 Y N/A\n", - "171 C00207 TA02 Y N/A\n", - "172 C00211 TA09 Y N/A\n", - "173 C00212 TA01 Y N/A\n", - "174 C00216 TA05 Y N/A\n", - "175 C00219 TA06 Y N/A\n", - "176 C00220 TA01 Y N/A\n", - "177 C00221 TA01 Y N/A\n", - "178 C00222 TA02 Y N/A\n", - "179 C00223 TA01 Y N/A" + " detection_id tactic_id main_tactic summary\n", + "0 F00003 TA06 N N/A\n", + "1 F00003 TA08 N N/A\n", + "2 F00003 TA09 N N/A\n", + "3 F00006 TA05 N N/A\n", + "4 F00006 TA07 N N/A\n", + "5 F00006 TA08 N N/A\n", + "6 F00006 TA09 N N/A\n", + "7 F00006 TA10 N N/A\n", + "8 F00006 TA11 N N/A\n", + "9 F00015 TA07 N N/A\n", + "10 F00016 TA08 N N/A\n", + "11 F00016 TA09 N N/A\n", + "12 F00016 TA10 N N/A\n", + "13 F00016 TA11 N N/A\n", + "14 F00021 TA03 N N/A\n", + "15 F00021 TA04 N N/A\n", + "16 F00021 TA05 N N/A\n", + "17 F00021 TA06 N N/A\n", + "18 F00021 TA07 N N/A\n", + "19 F00021 TA08 N N/A\n", + "20 F00021 TA09 N N/A\n", + "21 F00021 TA10 N N/A\n", + "22 F00021 TA11 N N/A\n", + "23 F00025 TA01 N N/A\n", + "24 F00025 TA02 N N/A\n", + "25 F00029 TA01 N N/A\n", + "26 F00030 TA03 N N/A\n", + "27 F00030 TA04 N N/A\n", + "28 F00030 TA05 N N/A\n", + "29 F00030 TA06 N N/A\n", + "30 F00030 TA08 N N/A\n", + "31 F00030 TA09 N N/A\n", + "32 F00030 TA10 N N/A\n", + "33 F00031 TA01 N N/A\n", + "34 F00035 TA01 N N/A\n", + "35 F00037 TA01 N N/A\n", + "36 F00046 TA08 N N/A\n", + "37 F00058 TA07 N N/A\n", + "38 F00058 TA09 N N/A\n", + "39 F00058 TA10 N N/A\n", + "40 F00062 TA09 N N/A\n", + "41 F00001 TA01 Y N/A\n", + "42 F00002 TA01 Y N/A\n", + "43 F00003 TA01 Y N/A\n", + "44 F00004 TA01 Y N/A\n", + "45 F00005 TA01 Y N/A\n", + "46 F00006 TA01 Y N/A\n", + "47 F00007 TA02 Y N/A\n", + "48 F00008 TA03 Y N/A\n", + "49 F00009 TA03 Y N/A\n", + "50 F00010 TA03 Y N/A\n", + "51 F00011 TA03 Y N/A\n", + "52 F00012 TA03 Y N/A\n", + "53 F00013 TA03 Y N/A\n", + "54 F00014 TA03 Y N/A\n", + "55 F00015 TA03 Y N/A\n", + "56 F00016 TA03 Y N/A\n", + "57 F00017 TA03 Y N/A\n", + "58 F00018 TA03 Y N/A\n", + "59 F00019 TA04 Y N/A\n", + "60 F00020 TA04 Y N/A\n", + "61 F00021 TA04 Y N/A\n", + "62 F00022 TA04 Y N/A\n", + "63 F00023 TA04 Y N/A\n", + "64 F00024 TA04 Y N/A\n", + "65 F00025 TA05 Y N/A\n", + "66 F00026 TA05 Y N/A\n", + "67 F00027 TA05 Y N/A\n", + "68 F00028 TA06 Y N/A\n", + "69 F00029 TA06 Y N/A\n", + "70 F00030 TA06 Y N/A\n", + "71 F00031 TA06 Y N/A\n", + "72 F00032 TA06 Y N/A\n", + "73 F00033 TA06 Y N/A\n", + "74 F00034 TA06 Y N/A\n", + "75 F00035 TA06 Y N/A\n", + "76 F00036 TA06 Y N/A\n", + "77 F00037 TA06 Y N/A\n", + "78 F00038 TA06 Y N/A\n", + "79 F00039 TA06 Y N/A\n", + "80 F00040 TA06 Y N/A\n", + "81 F00041 TA07 Y N/A\n", + "82 F00042 TA07 Y N/A\n", + "83 F00043 TA07 Y N/A\n", + "84 F00044 TA08 Y N/A\n", + "85 F00045 TA08 Y N/A\n", + "86 F00046 TA08 Y N/A\n", + "87 F00047 TA08 Y N/A\n", + "88 F00048 TA08 Y N/A\n", + "89 F00049 TA08 Y N/A\n", + "90 F00050 TA08 Y N/A\n", + "91 F00051 TA09 Y N/A\n", + "92 F00052 TA09 Y N/A\n", + "93 F00053 TA09 Y N/A\n", + "94 F00054 TA09 Y N/A\n", + "95 F00055 TA09 Y N/A\n", + "96 F00056 TA09 Y N/A\n", + "97 F00057 TA09 Y N/A\n", + "98 F00058 TA10 Y N/A\n", + "99 F00059 TA10 Y N/A\n", + "100 F00060 TA10 Y N/A\n", + "101 F00061 TA10 Y N/A\n", + "102 F00062 TA11 Y N/A\n", + "103 F00063 TA11 Y N/A\n", + "104 F00064 TA11 Y N/A\n", + "105 F00065 TA11 Y N/A\n", + "106 F00066 TA11 Y N/A\n", + "107 F00067 Y N/A\n", + "108 F00068 Y N/A\n", + "109 F00069 Y N/A\n", + "110 F00070 ALL Y N/A\n", + "111 F00071 Y N/A\n", + "112 F00072 Y N/A\n", + "113 F00073 Y N/A\n", + "114 F00074 Y N/A\n", + "115 F00075 Y N/A\n", + "116 F00076 Y N/A\n", + "117 F00077 TA03 Y N/A\n", + "118 F00078 TA03 Y N/A\n", + "119 F00079 TA05 Y N/A\n", + "120 F00080 TA07 Y N/A\n", + "121 F00081 TA09 Y N/A\n", + "122 F00082 TA11 Y N/A\n", + "123 F00083 TA11 Y N/A\n", + "124 F00084 TA03 Y N/A\n", + "125 F00085 Y N/A\n", + "126 F00086 TA02 Y N/A\n", + "127 F00087 Y N/A\n", + "128 F00088 Y N/A\n", + "129 F00089 TA04 Y N/A\n", + "130 F00090 TA01 Y N/A\n", + "131 F00091 TA01 Y N/A\n", + "132 F00092 TA09 Y N/A\n", + "133 F00093 TA03 Y N/A\n", + "134 F00094 TA07 Y N/A" ] }, - "execution_count": 25, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ctact" + "dtact" ] }, { diff --git a/HTML_GENERATING_CODE/AMITT_create_website_sql.ipynb b/HTML_GENERATING_CODE/AMITT_create_website_sql.ipynb index e30dd88..033dc74 100644 --- a/HTML_GENERATING_CODE/AMITT_create_website_sql.ipynb +++ b/HTML_GENERATING_CODE/AMITT_create_website_sql.ipynb @@ -11,14 +11,14 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "dict_keys(['df_phases', 'df_frameworks', 'df_techniques', 'df_tasks', 'df_incidents', 'df_counters', 'df_detections', 'df_actortypes', 'df_resources', 'df_responsetypes', 'df_metatechniques', 'it', 'df_tactics', 'df_techniques_per_tactic', 'df_counters_per_tactic', 'phases', 'tactics', 'techniques', 'counters', 'metatechniques', 'actortypes', 'resources', 'num_tactics', 'cross_counterid_techniqueid', 'cross_counterid_resourceid', 'cross_counterid_actortypeid'])\n" + "dict_keys(['df_phases', 'df_frameworks', 'df_techniques', 'df_tasks', 'df_incidents', 'df_counters', 'df_detections', 'df_actortypes', 'df_resources', 'df_responsetypes', 'df_metatechniques', 'it', 'df_tactics', 'df_techniques_per_tactic', 'df_counters_per_tactic', 'phases', 'tactics', 'techniques', 'counters', 'metatechniques', 'actortypes', 'resources', 'num_tactics', 'cross_counterid_techniqueid', 'cross_counterid_resourceid', 'cross_counterid_actortypeid', 'cross_detectionid_techniqueid', 'cross_detectionid_resourceid', 'cross_detectionid_actortypeid'])\n" ] }, { @@ -5509,7 +5509,7 @@ "139 C00223 " ] }, - "execution_count": 1, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -5533,7 +5533,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -5557,7 +5557,2717 @@ " \n", " \n", " \n", - " counter_id\n", + " amitt_id\n", + " name\n", + " metatechnique\n", + " summary\n", + " actors\n", + " resources_needed\n", + " how_found\n", + " references\n", + " incidents\n", + " tactic\n", + " responsetype\n", + " notes\n", + " techniques\n", + " longname\n", + " tactic_id\n", + " tactic_name\n", + " \n", + " \n", + " \n", + " \n", + " 0\n", + " F00001\n", + " Analyse aborted / failed campaigns\n", + " \n", + " Examine failed campaigns. How did they fail? C...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " All\n", + " F00001 - Analyse aborted / failed campaigns\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 1\n", + " F00002\n", + " Analyse viral fizzle\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " T0049 - Flooding\\nT0052 - Tertiary sites ampli...\n", + " F00002 - Analyse viral fizzle\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 2\n", + " F00003\n", + " Exploit counter-intelligence vs bad actors\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " TA06 - Develop Content\\nTA08 - Pump Priming\\nT...\n", + " F00003 - Exploit counter-intelligence vs bad a...\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 3\n", + " F00004\n", + " Recruit like-minded converts \"people who used ...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " T0057 - Organise remote rallies and events\\nT0...\n", + " F00004 - Recruit like-minded converts \"people ...\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 4\n", + " F00005\n", + " SWOT Analysis of Cognition in Various Groups\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " All\n", + " F00005 - SWOT Analysis of Cognition in Various...\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 5\n", + " F00006\n", + " SWOT analysis of tech platforms\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " TA05 - Microtargeting\\nTA07 - Channel Selectio...\n", + " F00006 - SWOT analysis of tech platforms\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 6\n", + " F00007\n", + " Monitor account level activity in social networks\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA02 Objective Planning\n", + " D1 Detect\n", + " \n", + " All\n", + " F00007 - Monitor account level activity in soc...\n", + " TA02\n", + " Objective Planning\n", + " \n", + " \n", + " 7\n", + " F00008\n", + " Detect abnormal amplification\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0052 - Tertiary sites amplify news\\nT0053 - T...\n", + " F00008 - Detect abnormal amplification\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 8\n", + " F00009\n", + " Detect abnormal events\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0007 - Create fake Social Media Profiles / Pa...\n", + " F00009 - Detect abnormal events\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 9\n", + " F00010\n", + " Detect abnormal groups\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0007 - Create fake Social Media Profiles / Pa...\n", + " F00010 - Detect abnormal groups\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 10\n", + " F00011\n", + " Detect abnormal pages\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0007 - Create fake Social Media Profiles / Pa...\n", + " F00011 - Detect abnormal pages\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 11\n", + " F00012\n", + " Detect abnormal profiles, e.g. prolific pages/...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0007 - Create fake Social Media Profiles / Pa...\n", + " F00012 - Detect abnormal profiles, e.g. prolif...\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 12\n", + " F00013\n", + " Identify fake news sites\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0008\n", + " F00013 - Identify fake news sites\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 13\n", + " F00014\n", + " Trace connections\n", + " \n", + " for e.g. fake news sites\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0008\n", + " F00014 - Trace connections\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 14\n", + " F00015\n", + " Detect anomalies in membership growth patterns\n", + " \n", + " I include Fake Experts as they may use funding...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " TA07 - Channel Selection\\n\\nT0007 - Create fak...\n", + " F00015 - Detect anomalies in membership growth...\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 15\n", + " F00016\n", + " Identify fence-sitters\n", + " \n", + " Note: In each case, depending on the platform ...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " TA08 - Pump Priming\\nTA09 - Exposure\\nTA10 - G...\n", + " F00016 - Identify fence-sitters\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 16\n", + " F00017\n", + " Measure emotional valence\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0001 - 5Ds (dismiss, distort, distract, disma...\n", + " F00017 - Measure emotional valence\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 17\n", + " F00018\n", + " Follow the money\n", + " \n", + " track funding sources\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " T0009\n", + " F00018 - Follow the money\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 18\n", + " F00019\n", + " Activity resurgence detection (alarm when dorm...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA04 Develop Networks\n", + " D1 Detect\n", + " \n", + " T0011 - Hijack accounts\n", + " F00019 - Activity resurgence detection (alarm ...\n", + " TA04\n", + " Develop Networks\n", + " \n", + " \n", + " 19\n", + " F00020\n", + " Detect anomalous activity\n", + " \n", + " \n", + " A015 - general public,A001 - data scientist,A0...\n", + " R004 - platform algorithms\n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA04 Develop Networks\n", + " D1 Detect\n", + " \n", + " T0011 - Hijack accounts\n", + " F00020 - Detect anomalous activity\n", + " TA04\n", + " Develop Networks\n", + " \n", + " \n", + " 20\n", + " F00021\n", + " AI/ML automated early detection of campaign pl...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA04 Develop Networks\n", + " D1 Detect\n", + " Automated Detection of Campaign\n", + " TA03 - Develop People\\nTA04 - Develop Networks...\n", + " F00021 - AI/ML automated early detection of ca...\n", + " TA04\n", + " Develop Networks\n", + " \n", + " \n", + " 21\n", + " F00022\n", + " Digital authority - regulating body (united st...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA04 Develop Networks\n", + " D1 Detect\n", + " \n", + " \n", + " F00022 - Digital authority - regulating body (...\n", + " TA04\n", + " Develop Networks\n", + " \n", + " \n", + " 22\n", + " F00023\n", + " Periodic verification (counter to hijack legit...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA04 Develop Networks\n", + " D1 Detect\n", + " \n", + " T0011 - Hijack accounts\n", + " F00023 - Periodic verification (counter to hij...\n", + " TA04\n", + " Develop Networks\n", + " \n", + " \n", + " 23\n", + " F00024\n", + " Teach civics to kids/ adults/ seniors\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA04 Develop Networks\n", + " D1 Detect\n", + " \n", + " \n", + " F00024 - Teach civics to kids/ adults/ seniors\n", + " TA04\n", + " Develop Networks\n", + " \n", + " \n", + " 24\n", + " F00025\n", + " Boots-on-the-ground early narrative detection\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA05 Microtargeting\n", + " D1 Detect\n", + " \n", + " TA01 - Strategic Planning\\nTA02 - Objective Pl...\n", + " F00025 - Boots-on-the-ground early narrative d...\n", + " TA05\n", + " Microtargeting\n", + " \n", + " \n", + " 25\n", + " F00026\n", + " Language anomoly detection\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA05 Microtargeting\n", + " D1 Detect\n", + " \n", + " \n", + " F00026 - Language anomoly detection\n", + " TA05\n", + " Microtargeting\n", + " \n", + " \n", + " 26\n", + " F00027\n", + " Unlikely correlation of sentiment on same topics\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA05 Microtargeting\n", + " D1 Detect\n", + " \n", + " \n", + " F00027 - Unlikely correlation of sentiment on ...\n", + " TA05\n", + " Microtargeting\n", + " \n", + " \n", + " 27\n", + " F00028\n", + " Associate a public key signature with governme...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " T0025 - Leak altered documents\n", + " F00028 - Associate a public key signature with...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 28\n", + " F00029\n", + " Detect proto narratives, i.e. RT, Sputnik\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " TA01 - Strategic Planning\\n\\nT0006 - Create Ma...\n", + " F00029 - Detect proto narratives, i.e. RT, Spu...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 29\n", + " F00030\n", + " Early detection and warning - reporting of sus...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " TA03 - Develop People\\nTA04 - Develop Networks...\n", + " F00030 - Early detection and warning - reporti...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 30\n", + " F00031\n", + " Educate on how to identify information pollution\n", + " \n", + " Strategic planning included as innoculating po...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " TA01 - Strategic Planning\\n\\nT0019 - Generate ...\n", + " F00031 - Educate on how to identify informatio...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 31\n", + " F00032\n", + " Educate on how to identify to pollution\n", + " \n", + " DUPLICATE - DELETE\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " DUPLICATE - DELETE\n", + " F00032 - Educate on how to identify to pollution\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 32\n", + " F00033\n", + " Fake websites: add transparency on business model\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " T0013 - Create fake websites\n", + " F00033 - Fake websites: add transparency on bu...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 33\n", + " F00034\n", + " Flag the information spaces so people know abo...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " T0049 - Flooding\n", + " F00034 - Flag the information spaces so people...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 34\n", + " F00035\n", + " Identify repeated narrative DNA\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " TA01 - Strategic Planning\\n\\nT0006 - Create Ma...\n", + " F00035 - Identify repeated narrative DNA\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 35\n", + " F00036\n", + " Looking for AB testing in unregulated channels\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " T0020 - Trial content\n", + " F00036 - Looking for AB testing in unregulated...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 36\n", + " F00037\n", + " News content provenance certification.\n", + " \n", + " Original Comment: Shortcomings: intentional fa...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " TA01 - Strategic Planning* (non-existent techn...\n", + " F00037 - News content provenance certification.\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 37\n", + " F00038\n", + " Social capital as attack vector\n", + " \n", + " Unsure I understood the original intention or ...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " T0010 - Cultivate ignorant agents\\nT0039 - Bai...\n", + " F00038 - Social capital as attack vector\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 38\n", + " F00039\n", + " standards to track image/ video deep fakes - i...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " T0024 - Create fake videos and images\n", + " F00039 - standards to track image/ video deep ...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 39\n", + " F00040\n", + " Unalterable metadata signature on origins of i...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA06 Develop Content\n", + " D1 Detect\n", + " \n", + " T0024 - Create fake videos and images\n", + " F00040 - Unalterable metadata signature on ori...\n", + " TA06\n", + " Develop Content\n", + " \n", + " \n", + " 40\n", + " F00041\n", + " Bias detection\n", + " \n", + " Not technically left of boom\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA07 Channel Selection\n", + " D1 Detect\n", + " \n", + " T00029\n", + " F00041 - Bias detection\n", + " TA07\n", + " Channel Selection\n", + " \n", + " \n", + " 41\n", + " F00042\n", + " Categorize polls by intent\n", + " \n", + " Use T00029, but against the creators\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA07 Channel Selection\n", + " D1 Detect\n", + " \n", + " T00029\n", + " F00042 - Categorize polls by intent\n", + " TA07\n", + " Channel Selection\n", + " \n", + " \n", + " 42\n", + " F00043\n", + " Monitor for creation of fake known personas\n", + " \n", + " Platform companies and some information securi...\n", + " A031 - social media platform administrator,A01...\n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA07 Channel Selection\n", + " D1 Detect\n", + " \n", + " T00030\n", + " F00043 - Monitor for creation of fake known pe...\n", + " TA07\n", + " Channel Selection\n", + " \n", + " \n", + " 43\n", + " F00044\n", + " Forensic analysis\n", + " \n", + " Can be used in all phases for all techniques.\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA08 Pump Priming\n", + " D1 Detect\n", + " \n", + " All\n", + " F00044 - Forensic analysis\n", + " TA08\n", + " Pump Priming\n", + " \n", + " \n", + " 44\n", + " F00045\n", + " Forensic linguistic analysis\n", + " \n", + " Can be used in all phases for all techniques.\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA08 Pump Priming\n", + " D1 Detect\n", + " \n", + " All\n", + " F00045 - Forensic linguistic analysis\n", + " TA08\n", + " Pump Priming\n", + " \n", + " \n", + " 45\n", + " F00046\n", + " Pump priming analytics\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA08 Pump Priming\n", + " D1 Detect\n", + " \n", + " TA08 - Pump Priming\n", + " F00046 - Pump priming analytics\n", + " TA08\n", + " Pump Priming\n", + " \n", + " \n", + " 46\n", + " F00047\n", + " trace involved parties\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA08 Pump Priming\n", + " D1 Detect\n", + " \n", + " \n", + " F00047 - trace involved parties\n", + " TA08\n", + " Pump Priming\n", + " \n", + " \n", + " 47\n", + " F00048\n", + " Trace known operations and connection\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA08 Pump Priming\n", + " D1 Detect\n", + " \n", + " \n", + " F00048 - Trace known operations and connection\n", + " TA08\n", + " Pump Priming\n", + " \n", + " \n", + " 48\n", + " F00049\n", + " trace money\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA08 Pump Priming\n", + " D1 Detect\n", + " \n", + " \n", + " F00049 - trace money\n", + " TA08\n", + " Pump Priming\n", + " \n", + " \n", + " 49\n", + " F00050\n", + " Web cache analytics\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA08 Pump Priming\n", + " D1 Detect\n", + " \n", + " \n", + " F00050 - Web cache analytics\n", + " TA08\n", + " Pump Priming\n", + " \n", + " \n", + " 50\n", + " F00051\n", + " Challenge expertise\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " T0009 - Create fake experts\\nT0045 - Use fake ...\n", + " F00051 - Challenge expertise\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 51\n", + " F00052\n", + " Discover sponsors\n", + " \n", + " Discovering the sponsors behind a campaign, na...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " All\n", + " F00052 - Discover sponsors\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 52\n", + " F00053\n", + " Government rumour control office (what can we ...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " T0049\\nT0050\\nT0052\\nT0053\\nT0054\\nT0055\\nT0056\n", + " F00053 - Government rumour control office (wha...\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 53\n", + " F00054\n", + " Restrict people who can @ you on social networks\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " \n", + " F00054 - Restrict people who can @ you on soci...\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 54\n", + " F00055\n", + " Verify credentials\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " \n", + " F00055 - Verify credentials\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 55\n", + " F00056\n", + " Verify organisation legitimacy\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " \n", + " F00056 - Verify organisation legitimacy\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 56\n", + " F00057\n", + " Verify personal credentials of experts\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " \n", + " F00057 - Verify personal credentials of experts\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 57\n", + " F00058\n", + " Deplatform (cancel culture)\n", + " \n", + " *Deplatform People: This technique needs to be...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA10 Go Physical\n", + " D1 Detect\n", + " \n", + " TA07 - Channel Selection\\nTA09 - Exposure\\nTA1...\n", + " F00058 - Deplatform (cancel culture)\n", + " TA10\n", + " Go Physical\n", + " \n", + " \n", + " 58\n", + " F00059\n", + " Identify susceptible demographics\n", + " \n", + " All techniques provide or are susceptible to b...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA10 Go Physical\n", + " D1 Detect\n", + " \n", + " All\n", + " F00059 - Identify susceptible demographics\n", + " TA10\n", + " Go Physical\n", + " \n", + " \n", + " 59\n", + " F00060\n", + " Identify susceptible influencers\n", + " \n", + " I assume this was a transcript error. Otherwis...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA10 Go Physical\n", + " D1 Detect\n", + " \n", + " T0039 - Bait legitimate influencers\n", + " F00060 - Identify susceptible influencers\n", + " TA10\n", + " Go Physical\n", + " \n", + " \n", + " 60\n", + " F00061\n", + " Microtargeting\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA10 Go Physical\n", + " D1 Detect\n", + " \n", + " All\n", + " F00061 - Microtargeting\n", + " TA10\n", + " Go Physical\n", + " \n", + " \n", + " 61\n", + " F00062\n", + " Detect when Dormant account turns active\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA11 Persistence\n", + " D1 Detect\n", + " \n", + " TA09 - Exposure\\n\\nT0007 - Create fake Social ...\n", + " F00062 - Detect when Dormant account turns active\n", + " TA11\n", + " Persistence\n", + " \n", + " \n", + " 62\n", + " F00063\n", + " Linguistic change analysis\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA11 Persistence\n", + " D1 Detect\n", + " \n", + " \n", + " F00063 - Linguistic change analysis\n", + " TA11\n", + " Persistence\n", + " \n", + " \n", + " 63\n", + " F00064\n", + " Monitor reports of account takeover\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA11 Persistence\n", + " D1 Detect\n", + " \n", + " T0011 - Hijack legitimate account\n", + " F00064 - Monitor reports of account takeover\n", + " TA11\n", + " Persistence\n", + " \n", + " \n", + " 64\n", + " F00065\n", + " Sentiment change analysis\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA11 Persistence\n", + " D1 Detect\n", + " \n", + " \n", + " F00065 - Sentiment change analysis\n", + " TA11\n", + " Persistence\n", + " \n", + " \n", + " 65\n", + " F00066\n", + " Use language errors, time to respond to accoun...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA11 Persistence\n", + " D1 Detect\n", + " \n", + " \n", + " F00066 - Use language errors, time to respond ...\n", + " TA11\n", + " Persistence\n", + " \n", + " \n", + " 66\n", + " F00067\n", + " Data forensics\n", + " \n", + " \n", + " A001 - data scientist\n", + " \n", + " 2019-11-search\n", + " \n", + " I00029,I00045\n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00067 - Data forensics\n", + " \n", + " None\n", + " \n", + " \n", + " 67\n", + " F00068\n", + " Resonance analysis\n", + " \n", + " a developing methodology for identifying stati...\n", + " \n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00068 - Resonance analysis\n", + " \n", + " None\n", + " \n", + " \n", + " 68\n", + " F00069\n", + " Track Russian media and develop analytic methods.\n", + " \n", + " To effectively counter Russian propaganda, it ...\n", + " \n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00069 - Track Russian media and develop analy...\n", + " \n", + " None\n", + " \n", + " \n", + " 69\n", + " F00070\n", + " Full spectrum analytics\n", + " \n", + " \n", + " A001 - data scientist\n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " ALL\n", + " D1 Detect\n", + " \n", + " \n", + " F00070 - Full spectrum analytics\n", + " ALL\n", + " None\n", + " \n", + " \n", + " 70\n", + " F00071\n", + " Network analysis Identify/cultivate/support in...\n", + " \n", + " Local influencers detected via Twitter network...\n", + " A001 - data scientist\n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00071 - Network analysis Identify/cultivate/s...\n", + " \n", + " None\n", + " \n", + " \n", + " 71\n", + " F00072\n", + " network analysis to identify central users in ...\n", + " \n", + " It is possible that some of these are bots or ...\n", + " A001 - data scientist\n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00072 - network analysis to identify central ...\n", + " \n", + " None\n", + " \n", + " \n", + " 72\n", + " F00073\n", + " collect intel/recon on black/covert content cr...\n", + " \n", + " Players at the level of covert attribution, re...\n", + " \n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00073 - collect intel/recon on black/covert c...\n", + " \n", + " None\n", + " \n", + " \n", + " 73\n", + " F00074\n", + " identify relevant fence-sitter communities\n", + " \n", + " brand ambassador programs could be used with i...\n", + " \n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00074 - identify relevant fence-sitter commun...\n", + " \n", + " None\n", + " \n", + " \n", + " 74\n", + " F00075\n", + " leverage open-source information\n", + " \n", + " significant amounts of quality open-source inf...\n", + " \n", + " \n", + " 2019-11-search\n", + " Dalton19\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00075 - leverage open-source information\n", + " \n", + " None\n", + " \n", + " \n", + " 75\n", + " F00076\n", + " Monitor/collect audience engagement data conne...\n", + " \n", + " Target audience connected to \"useful idiots ra...\n", + " \n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00076 - Monitor/collect audience engagement d...\n", + " \n", + " None\n", + " \n", + " \n", + " 76\n", + " F00077\n", + " Model for bot account behavior\n", + " \n", + " Bot account: action based, people. Unsure whic...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " \n", + " F00077 - Model for bot account behavior\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 77\n", + " F00078\n", + " Monitor account level activity in social networks\n", + " \n", + " All techniques benefit from careful analysis a...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " All\n", + " F00078 - Monitor account level activity in soc...\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 78\n", + " F00079\n", + " Network anomaly detection\n", + " \n", + " \n", + " A001 - data scientist\n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA05 Microtargeting\n", + " D1 Detect\n", + " \n", + " T0029 - Manipulate online polls\\nT0047 - Muzzl...\n", + " F00079 - Network anomaly detection\n", + " TA05\n", + " Microtargeting\n", + " \n", + " \n", + " 79\n", + " F00080\n", + " Hack the polls/ content yourself\n", + " \n", + " Two wrongs don't make a right? But if you hack...\n", + " A015 - general public\n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA07 Channel Selection\n", + " D1 Detect\n", + " \n", + " T0029 - Manipulate online polls\n", + " F00080 - Hack the polls/ content yourself\n", + " TA07\n", + " Channel Selection\n", + " \n", + " \n", + " 80\n", + " F00081\n", + " Need way for end user to report operations\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " T0049\\nT0050\\nT0052\\nT0053\\nT0054\\nT0055\\nT0056\n", + " F00081 - Need way for end user to report opera...\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 81\n", + " F00082\n", + " Control the US \"slang\" translation boards\n", + " \n", + " \n", + " A028 - platform administrator\n", + " R005 - slang translation\n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA11 Persistence\n", + " D3 Disrupt\n", + " \n", + " \n", + " F00082 - Control the US \"slang\" translation bo...\n", + " TA11\n", + " Persistence\n", + " \n", + " \n", + " 82\n", + " F00083\n", + " Build and own meme generator, then track and w...\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA11 Persistence\n", + " D5 Deceive\n", + " \n", + " T0012 - Use concealment\\nT0021 - Memes\n", + " F00083 - Build and own meme generator, then tr...\n", + " TA11\n", + " Persistence\n", + " \n", + " \n", + " 83\n", + " F00084\n", + " Track individual bad actors\n", + " \n", + " \n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D1 Detect\n", + " \n", + " \n", + " F00084 - Track individual bad actors\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 84\n", + " F00085\n", + " detection of a weak signal through global noise\n", + " \n", + " Gray zone threats are challenging given that w...\n", + " \n", + " \n", + " 2019-11-search\n", + " Dalton19\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " F00085 - detection of a weak signal through gl...\n", + " \n", + " None\n", + " \n", + " \n", + " 85\n", + " F00086\n", + " Outpace Competitor Intelligence Capabilities\n", + " \n", + " Develop an intelligence-based understanding of...\n", + " \n", + " \n", + " 2019-11-search\n", + " Hicks19\n", + " \n", + " TA02 Objective planning\n", + " D1 Detect\n", + " \n", + " \n", + " F00086 - Outpace Competitor Intelligence Capab...\n", + " TA02\n", + " Objective planning\n", + " \n", + " \n", + " 86\n", + " F00087\n", + " Improve Indications and Warning\n", + " \n", + " United States has not adequately adapted its i...\n", + " \n", + " \n", + " 2019-11-search\n", + " Hicks19\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00087 - Improve Indications and Warning\n", + " \n", + " None\n", + " \n", + " \n", + " 87\n", + " F00088\n", + " Revitalize an “active measures working group,”\n", + " \n", + " Recognize campaigns from weak signals, includi...\n", + " \n", + " \n", + " 2019-11-search\n", + " Dalton19\n", + " \n", + " \n", + " D1 Detect\n", + " \n", + " \n", + " F00088 - Revitalize an “active measures workin...\n", + " \n", + " None\n", + " \n", + " \n", + " 88\n", + " F00089\n", + " target/name/flag \"grey zone\" website content\n", + " \n", + " \"Gray zone\" is second level of content produce...\n", + " \n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " TA04 Develop Networks\n", + " D1 Detect\n", + " \n", + " \n", + " F00089 - target/name/flag \"grey zone\" website ...\n", + " TA04\n", + " Develop Networks\n", + " \n", + " \n", + " 89\n", + " F00090\n", + " Match Punitive Tools with Third-Party Inducements\n", + " \n", + " Bring private sector and civil society into ac...\n", + " \n", + " \n", + " 2019-11-search\n", + " Hicks19\n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " \n", + " F00090 - Match Punitive Tools with Third-Party...\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 90\n", + " F00091\n", + " Partner to develop analytic methods & tools\n", + " \n", + " This might include working with relevant techn...\n", + " A001 data scientist,A024 developer\n", + " \n", + " 2019-11-search\n", + " Rand2237\n", + " \n", + " TA01 Strategic Planning\n", + " D1 Detect\n", + " \n", + " \n", + " F00091 - Partner to develop analytic methods &...\n", + " TA01\n", + " Strategic Planning\n", + " \n", + " \n", + " 91\n", + " F00092\n", + " daylight\n", + " \n", + " Warn social media companies about an ongoing c...\n", + " A015 - general public\n", + " R006 - disinformation datasets\n", + " 2019-11-search\n", + " \n", + " I00002\n", + " TA09 Exposure\n", + " D1 Detect\n", + " \n", + " \n", + " F00092 - daylight\n", + " TA09\n", + " Exposure\n", + " \n", + " \n", + " 92\n", + " F00093\n", + " S4d detection and re-allocation approaches\n", + " M004 - friction\n", + " S4D is a way to separate out different speaker...\n", + " \n", + " \n", + " 2019-11-workshop\n", + " \n", + " \n", + " TA03 Develop People\n", + " D3 Disrupt\n", + " \n", + " T0011 - Hijack legitimate account\n", + " F00093 - S4d detection and re-allocation appro...\n", + " TA03\n", + " Develop People\n", + " \n", + " \n", + " 93\n", + " F00094\n", + " Registries alert when large batches of newsy U...\n", + " M003 - daylight\n", + " \n", + " A028 - platform administrator\n", + " \n", + " grugq\n", + " \n", + " \n", + " TA07 Channel Selection\n", + " D2 Deny\n", + " \n", + " T0013 - Create fake websites\\nT0008 - Create f...\n", + " F00094 - Registries alert when large batches o...\n", + " TA07\n", + " Channel Selection\n", + " \n", + " \n", + "\n", + "" + ], + "text/plain": [ + " amitt_id name \\\n", + "0 F00001 Analyse aborted / failed campaigns \n", + "1 F00002 Analyse viral fizzle \n", + "2 F00003 Exploit counter-intelligence vs bad actors \n", + "3 F00004 Recruit like-minded converts \"people who used ... \n", + "4 F00005 SWOT Analysis of Cognition in Various Groups \n", + "5 F00006 SWOT analysis of tech platforms \n", + "6 F00007 Monitor account level activity in social networks \n", + "7 F00008 Detect abnormal amplification \n", + "8 F00009 Detect abnormal events \n", + "9 F00010 Detect abnormal groups \n", + "10 F00011 Detect abnormal pages \n", + "11 F00012 Detect abnormal profiles, e.g. prolific pages/... \n", + "12 F00013 Identify fake news sites \n", + "13 F00014 Trace connections \n", + "14 F00015 Detect anomalies in membership growth patterns \n", + "15 F00016 Identify fence-sitters \n", + "16 F00017 Measure emotional valence \n", + "17 F00018 Follow the money \n", + "18 F00019 Activity resurgence detection (alarm when dorm... \n", + "19 F00020 Detect anomalous activity \n", + "20 F00021 AI/ML automated early detection of campaign pl... \n", + "21 F00022 Digital authority - regulating body (united st... \n", + "22 F00023 Periodic verification (counter to hijack legit... \n", + "23 F00024 Teach civics to kids/ adults/ seniors \n", + "24 F00025 Boots-on-the-ground early narrative detection \n", + "25 F00026 Language anomoly detection \n", + "26 F00027 Unlikely correlation of sentiment on same topics \n", + "27 F00028 Associate a public key signature with governme... \n", + "28 F00029 Detect proto narratives, i.e. RT, Sputnik \n", + "29 F00030 Early detection and warning - reporting of sus... \n", + "30 F00031 Educate on how to identify information pollution \n", + "31 F00032 Educate on how to identify to pollution \n", + "32 F00033 Fake websites: add transparency on business model \n", + "33 F00034 Flag the information spaces so people know abo... \n", + "34 F00035 Identify repeated narrative DNA \n", + "35 F00036 Looking for AB testing in unregulated channels \n", + "36 F00037 News content provenance certification. \n", + "37 F00038 Social capital as attack vector \n", + "38 F00039 standards to track image/ video deep fakes - i... \n", + "39 F00040 Unalterable metadata signature on origins of i... \n", + "40 F00041 Bias detection \n", + "41 F00042 Categorize polls by intent \n", + "42 F00043 Monitor for creation of fake known personas \n", + "43 F00044 Forensic analysis \n", + "44 F00045 Forensic linguistic analysis \n", + "45 F00046 Pump priming analytics \n", + "46 F00047 trace involved parties \n", + "47 F00048 Trace known operations and connection \n", + "48 F00049 trace money \n", + "49 F00050 Web cache analytics \n", + "50 F00051 Challenge expertise \n", + "51 F00052 Discover sponsors \n", + "52 F00053 Government rumour control office (what can we ... \n", + "53 F00054 Restrict people who can @ you on social networks \n", + "54 F00055 Verify credentials \n", + "55 F00056 Verify organisation legitimacy \n", + "56 F00057 Verify personal credentials of experts \n", + "57 F00058 Deplatform (cancel culture) \n", + "58 F00059 Identify susceptible demographics \n", + "59 F00060 Identify susceptible influencers \n", + "60 F00061 Microtargeting \n", + "61 F00062 Detect when Dormant account turns active \n", + "62 F00063 Linguistic change analysis \n", + "63 F00064 Monitor reports of account takeover \n", + "64 F00065 Sentiment change analysis \n", + "65 F00066 Use language errors, time to respond to accoun... \n", + "66 F00067 Data forensics \n", + "67 F00068 Resonance analysis \n", + "68 F00069 Track Russian media and develop analytic methods. \n", + "69 F00070 Full spectrum analytics \n", + "70 F00071 Network analysis Identify/cultivate/support in... \n", + "71 F00072 network analysis to identify central users in ... \n", + "72 F00073 collect intel/recon on black/covert content cr... \n", + "73 F00074 identify relevant fence-sitter communities \n", + "74 F00075 leverage open-source information \n", + "75 F00076 Monitor/collect audience engagement data conne... \n", + "76 F00077 Model for bot account behavior \n", + "77 F00078 Monitor account level activity in social networks \n", + "78 F00079 Network anomaly detection \n", + "79 F00080 Hack the polls/ content yourself \n", + "80 F00081 Need way for end user to report operations \n", + "81 F00082 Control the US \"slang\" translation boards \n", + "82 F00083 Build and own meme generator, then track and w... \n", + "83 F00084 Track individual bad actors \n", + "84 F00085 detection of a weak signal through global noise \n", + "85 F00086 Outpace Competitor Intelligence Capabilities \n", + "86 F00087 Improve Indications and Warning \n", + "87 F00088 Revitalize an “active measures working group,” \n", + "88 F00089 target/name/flag \"grey zone\" website content \n", + "89 F00090 Match Punitive Tools with Third-Party Inducements \n", + "90 F00091 Partner to develop analytic methods & tools \n", + "91 F00092 daylight \n", + "92 F00093 S4d detection and re-allocation approaches \n", + "93 F00094 Registries alert when large batches of newsy U... \n", + "\n", + " metatechnique summary \\\n", + "0 Examine failed campaigns. How did they fail? C... \n", + "1 \n", + "2 \n", + "3 \n", + "4 \n", + "5 \n", + "6 \n", + "7 \n", + "8 \n", + "9 \n", + "10 \n", + "11 \n", + "12 \n", + "13 for e.g. fake news sites \n", + "14 I include Fake Experts as they may use funding... \n", + "15 Note: In each case, depending on the platform ... \n", + "16 \n", + "17 track funding sources \n", + "18 \n", + "19 \n", + "20 \n", + "21 \n", + "22 \n", + "23 \n", + "24 \n", + "25 \n", + "26 \n", + "27 \n", + "28 \n", + "29 \n", + "30 Strategic planning included as innoculating po... \n", + "31 DUPLICATE - DELETE \n", + "32 \n", + "33 \n", + "34 \n", + "35 \n", + "36 Original Comment: Shortcomings: intentional fa... \n", + "37 Unsure I understood the original intention or ... \n", + "38 \n", + "39 \n", + "40 Not technically left of boom \n", + "41 Use T00029, but against the creators \n", + "42 Platform companies and some information securi... \n", + "43 Can be used in all phases for all techniques. \n", + "44 Can be used in all phases for all techniques. \n", + "45 \n", + "46 \n", + "47 \n", + "48 \n", + "49 \n", + "50 \n", + "51 Discovering the sponsors behind a campaign, na... \n", + "52 \n", + "53 \n", + "54 \n", + "55 \n", + "56 \n", + "57 *Deplatform People: This technique needs to be... \n", + "58 All techniques provide or are susceptible to b... \n", + "59 I assume this was a transcript error. Otherwis... \n", + "60 \n", + "61 \n", + "62 \n", + "63 \n", + "64 \n", + "65 \n", + "66 \n", + "67 a developing methodology for identifying stati... \n", + "68 To effectively counter Russian propaganda, it ... \n", + "69 \n", + "70 Local influencers detected via Twitter network... \n", + "71 It is possible that some of these are bots or ... \n", + "72 Players at the level of covert attribution, re... \n", + "73 brand ambassador programs could be used with i... \n", + "74 significant amounts of quality open-source inf... \n", + "75 Target audience connected to \"useful idiots ra... \n", + "76 Bot account: action based, people. Unsure whic... \n", + "77 All techniques benefit from careful analysis a... \n", + "78 \n", + "79 Two wrongs don't make a right? But if you hack... \n", + "80 \n", + "81 \n", + "82 \n", + "83 \n", + "84 Gray zone threats are challenging given that w... \n", + "85 Develop an intelligence-based understanding of... \n", + "86 United States has not adequately adapted its i... \n", + "87 Recognize campaigns from weak signals, includi... \n", + "88 \"Gray zone\" is second level of content produce... \n", + "89 Bring private sector and civil society into ac... \n", + "90 This might include working with relevant techn... \n", + "91 Warn social media companies about an ongoing c... \n", + "92 M004 - friction S4D is a way to separate out different speaker... \n", + "93 M003 - daylight \n", + "\n", + " actors \\\n", + "0 \n", + "1 \n", + "2 \n", + "3 \n", + "4 \n", + "5 \n", + "6 \n", + "7 \n", + "8 \n", + "9 \n", + "10 \n", + "11 \n", + "12 \n", + "13 \n", + "14 \n", + "15 \n", + "16 \n", + "17 \n", + "18 \n", + "19 A015 - general public,A001 - data scientist,A0... \n", + "20 \n", + "21 \n", + "22 \n", + "23 \n", + "24 \n", + "25 \n", + "26 \n", + "27 \n", + "28 \n", + "29 \n", + "30 \n", + "31 \n", + "32 \n", + "33 \n", + "34 \n", + "35 \n", + "36 \n", + "37 \n", + "38 \n", + "39 \n", + "40 \n", + "41 \n", + "42 A031 - social media platform administrator,A01... \n", + "43 \n", + "44 \n", + "45 \n", + "46 \n", + "47 \n", + "48 \n", + "49 \n", + "50 \n", + "51 \n", + "52 \n", + "53 \n", + "54 \n", + "55 \n", + "56 \n", + "57 \n", + "58 \n", + "59 \n", + "60 \n", + "61 \n", + "62 \n", + "63 \n", + "64 \n", + "65 \n", + "66 A001 - data scientist \n", + "67 \n", + "68 \n", + "69 A001 - data scientist \n", + "70 A001 - data scientist \n", + "71 A001 - data scientist \n", + "72 \n", + "73 \n", + "74 \n", + "75 \n", + "76 \n", + "77 \n", + "78 A001 - data scientist \n", + "79 A015 - general public \n", + "80 \n", + "81 A028 - platform administrator \n", + "82 \n", + "83 \n", + "84 \n", + "85 \n", + "86 \n", + "87 \n", + "88 \n", + "89 \n", + "90 A001 data scientist,A024 developer \n", + "91 A015 - general public \n", + "92 \n", + "93 A028 - platform administrator \n", + "\n", + " resources_needed how_found references \\\n", + "0 2019-11-workshop \n", + "1 2019-11-workshop \n", + "2 2019-11-workshop \n", + "3 2019-11-workshop \n", + "4 2019-11-workshop \n", + "5 2019-11-workshop \n", + "6 2019-11-workshop \n", + "7 2019-11-workshop \n", + "8 2019-11-workshop \n", + "9 2019-11-workshop \n", + "10 2019-11-workshop \n", + "11 2019-11-workshop \n", + "12 2019-11-workshop \n", + "13 2019-11-workshop \n", + "14 2019-11-workshop \n", + "15 2019-11-workshop \n", + "16 2019-11-workshop \n", + "17 2019-11-workshop \n", + "18 2019-11-workshop \n", + "19 R004 - platform algorithms 2019-11-workshop \n", + "20 2019-11-workshop \n", + "21 2019-11-workshop \n", + "22 2019-11-workshop \n", + "23 2019-11-workshop \n", + "24 2019-11-workshop \n", + "25 2019-11-workshop \n", + "26 2019-11-workshop \n", + "27 2019-11-workshop \n", + "28 2019-11-workshop \n", + "29 2019-11-workshop \n", + "30 2019-11-workshop \n", + "31 2019-11-workshop \n", + "32 2019-11-workshop \n", + "33 2019-11-workshop \n", + "34 2019-11-workshop \n", + "35 2019-11-workshop \n", + "36 2019-11-workshop \n", + "37 2019-11-workshop \n", + "38 2019-11-workshop \n", + "39 2019-11-workshop \n", + "40 2019-11-workshop \n", + "41 2019-11-workshop \n", + "42 2019-11-workshop \n", + "43 2019-11-workshop \n", + "44 2019-11-workshop \n", + "45 2019-11-workshop \n", + "46 2019-11-workshop \n", + "47 2019-11-workshop \n", + "48 2019-11-workshop \n", + "49 2019-11-workshop \n", + "50 2019-11-workshop \n", + "51 2019-11-workshop \n", + "52 2019-11-workshop \n", + "53 2019-11-workshop \n", + "54 2019-11-workshop \n", + "55 2019-11-workshop \n", + "56 2019-11-workshop \n", + "57 2019-11-workshop \n", + "58 2019-11-workshop \n", + "59 2019-11-workshop \n", + "60 2019-11-workshop \n", + "61 2019-11-workshop \n", + "62 2019-11-workshop \n", + "63 2019-11-workshop \n", + "64 2019-11-workshop \n", + "65 2019-11-workshop \n", + "66 2019-11-search \n", + "67 2019-11-search Rand2237 \n", + "68 2019-11-search Rand2237 \n", + "69 2019-11-workshop \n", + "70 2019-11-search Rand2237 \n", + "71 2019-11-search Rand2237 \n", + "72 2019-11-search Rand2237 \n", + "73 2019-11-search Rand2237 \n", + "74 2019-11-search Dalton19 \n", + "75 2019-11-search Rand2237 \n", + "76 2019-11-workshop \n", + "77 2019-11-workshop \n", + "78 2019-11-workshop \n", + "79 2019-11-workshop \n", + "80 2019-11-workshop \n", + "81 R005 - slang translation 2019-11-workshop \n", + "82 2019-11-workshop \n", + "83 2019-11-workshop \n", + "84 2019-11-search Dalton19 \n", + "85 2019-11-search Hicks19 \n", + "86 2019-11-search Hicks19 \n", + "87 2019-11-search Dalton19 \n", + "88 2019-11-search Rand2237 \n", + "89 2019-11-search Hicks19 \n", + "90 2019-11-search Rand2237 \n", + "91 R006 - disinformation datasets 2019-11-search \n", + "92 2019-11-workshop \n", + "93 grugq \n", + "\n", + " incidents tactic responsetype \\\n", + "0 TA01 Strategic Planning D1 Detect \n", + "1 TA01 Strategic Planning D1 Detect \n", + "2 TA01 Strategic Planning D1 Detect \n", + "3 TA01 Strategic Planning D1 Detect \n", + "4 TA01 Strategic Planning D1 Detect \n", + "5 TA01 Strategic Planning D1 Detect \n", + "6 TA02 Objective Planning D1 Detect \n", + "7 TA03 Develop People D1 Detect \n", + "8 TA03 Develop People D1 Detect \n", + "9 TA03 Develop People D1 Detect \n", + "10 TA03 Develop People D1 Detect \n", + "11 TA03 Develop People D1 Detect \n", + "12 TA03 Develop People D1 Detect \n", + "13 TA03 Develop People D1 Detect \n", + "14 TA03 Develop People D1 Detect \n", + "15 TA03 Develop People D1 Detect \n", + "16 TA03 Develop People D1 Detect \n", + "17 TA03 Develop People D1 Detect \n", + "18 TA04 Develop Networks D1 Detect \n", + "19 TA04 Develop Networks D1 Detect \n", + "20 TA04 Develop Networks D1 Detect \n", + "21 TA04 Develop Networks D1 Detect \n", + "22 TA04 Develop Networks D1 Detect \n", + "23 TA04 Develop Networks D1 Detect \n", + "24 TA05 Microtargeting D1 Detect \n", + "25 TA05 Microtargeting D1 Detect \n", + "26 TA05 Microtargeting D1 Detect \n", + "27 TA06 Develop Content D1 Detect \n", + "28 TA06 Develop Content D1 Detect \n", + "29 TA06 Develop Content D1 Detect \n", + "30 TA06 Develop Content D1 Detect \n", + "31 TA06 Develop Content D1 Detect \n", + "32 TA06 Develop Content D1 Detect \n", + "33 TA06 Develop Content D1 Detect \n", + "34 TA06 Develop Content D1 Detect \n", + "35 TA06 Develop Content D1 Detect \n", + "36 TA06 Develop Content D1 Detect \n", + "37 TA06 Develop Content D1 Detect \n", + "38 TA06 Develop Content D1 Detect \n", + "39 TA06 Develop Content D1 Detect \n", + "40 TA07 Channel Selection D1 Detect \n", + "41 TA07 Channel Selection D1 Detect \n", + "42 TA07 Channel Selection D1 Detect \n", + "43 TA08 Pump Priming D1 Detect \n", + "44 TA08 Pump Priming D1 Detect \n", + "45 TA08 Pump Priming D1 Detect \n", + "46 TA08 Pump Priming D1 Detect \n", + "47 TA08 Pump Priming D1 Detect \n", + "48 TA08 Pump Priming D1 Detect \n", + "49 TA08 Pump Priming D1 Detect \n", + "50 TA09 Exposure D1 Detect \n", + "51 TA09 Exposure D1 Detect \n", + "52 TA09 Exposure D1 Detect \n", + "53 TA09 Exposure D1 Detect \n", + "54 TA09 Exposure D1 Detect \n", + "55 TA09 Exposure D1 Detect \n", + "56 TA09 Exposure D1 Detect \n", + "57 TA10 Go Physical D1 Detect \n", + "58 TA10 Go Physical D1 Detect \n", + "59 TA10 Go Physical D1 Detect \n", + "60 TA10 Go Physical D1 Detect \n", + "61 TA11 Persistence D1 Detect \n", + "62 TA11 Persistence D1 Detect \n", + "63 TA11 Persistence D1 Detect \n", + "64 TA11 Persistence D1 Detect \n", + "65 TA11 Persistence D1 Detect \n", + "66 I00029,I00045 D1 Detect \n", + "67 D1 Detect \n", + "68 D1 Detect \n", + "69 ALL D1 Detect \n", + "70 D1 Detect \n", + "71 D1 Detect \n", + "72 D1 Detect \n", + "73 D1 Detect \n", + "74 D1 Detect \n", + "75 D1 Detect \n", + "76 TA03 Develop People D1 Detect \n", + "77 TA03 Develop People D1 Detect \n", + "78 TA05 Microtargeting D1 Detect \n", + "79 TA07 Channel Selection D1 Detect \n", + "80 TA09 Exposure D1 Detect \n", + "81 TA11 Persistence D3 Disrupt \n", + "82 TA11 Persistence D5 Deceive \n", + "83 TA03 Develop People D1 Detect \n", + "84 \n", + "85 TA02 Objective planning D1 Detect \n", + "86 D1 Detect \n", + "87 D1 Detect \n", + "88 TA04 Develop Networks D1 Detect \n", + "89 TA01 Strategic Planning D1 Detect \n", + "90 TA01 Strategic Planning D1 Detect \n", + "91 I00002 TA09 Exposure D1 Detect \n", + "92 TA03 Develop People D3 Disrupt \n", + "93 TA07 Channel Selection D2 Deny \n", + "\n", + " notes \\\n", + "0 \n", + "1 \n", + "2 \n", + "3 \n", + "4 \n", + "5 \n", + "6 \n", + "7 \n", + "8 \n", + "9 \n", + "10 \n", + "11 \n", + "12 \n", + "13 \n", + "14 \n", + "15 \n", + "16 \n", + "17 \n", + "18 \n", + "19 \n", + "20 Automated Detection of Campaign \n", + "21 \n", + "22 \n", + "23 \n", + "24 \n", + "25 \n", + "26 \n", + "27 \n", + "28 \n", + "29 \n", + "30 \n", + "31 \n", + "32 \n", + "33 \n", + "34 \n", + "35 \n", + "36 \n", + "37 \n", + "38 \n", + "39 \n", + "40 \n", + "41 \n", + "42 \n", + "43 \n", + "44 \n", + "45 \n", + "46 \n", + "47 \n", + "48 \n", + "49 \n", + "50 \n", + "51 \n", + "52 \n", + "53 \n", + "54 \n", + "55 \n", + "56 \n", + "57 \n", + "58 \n", + "59 \n", + "60 \n", + "61 \n", + "62 \n", + "63 \n", + "64 \n", + "65 \n", + "66 \n", + "67 \n", + "68 \n", + "69 \n", + "70 \n", + "71 \n", + "72 \n", + "73 \n", + "74 \n", + "75 \n", + "76 \n", + "77 \n", + "78 \n", + "79 \n", + "80 \n", + "81 \n", + "82 \n", + "83 \n", + "84 \n", + "85 \n", + "86 \n", + "87 \n", + "88 \n", + "89 \n", + "90 \n", + "91 \n", + "92 \n", + "93 \n", + "\n", + " techniques \\\n", + "0 All \n", + "1 T0049 - Flooding\\nT0052 - Tertiary sites ampli... \n", + "2 TA06 - Develop Content\\nTA08 - Pump Priming\\nT... \n", + "3 T0057 - Organise remote rallies and events\\nT0... \n", + "4 All \n", + "5 TA05 - Microtargeting\\nTA07 - Channel Selectio... \n", + "6 All \n", + "7 T0052 - Tertiary sites amplify news\\nT0053 - T... \n", + "8 T0007 - Create fake Social Media Profiles / Pa... \n", + "9 T0007 - Create fake Social Media Profiles / Pa... \n", + "10 T0007 - Create fake Social Media Profiles / Pa... \n", + "11 T0007 - Create fake Social Media Profiles / Pa... \n", + "12 T0008 \n", + "13 T0008 \n", + "14 TA07 - Channel Selection\\n\\nT0007 - Create fak... \n", + "15 TA08 - Pump Priming\\nTA09 - Exposure\\nTA10 - G... \n", + "16 T0001 - 5Ds (dismiss, distort, distract, disma... \n", + "17 T0009 \n", + "18 T0011 - Hijack accounts \n", + "19 T0011 - Hijack accounts \n", + "20 TA03 - Develop People\\nTA04 - Develop Networks... \n", + "21 \n", + "22 T0011 - Hijack accounts \n", + "23 \n", + "24 TA01 - Strategic Planning\\nTA02 - Objective Pl... \n", + "25 \n", + "26 \n", + "27 T0025 - Leak altered documents \n", + "28 TA01 - Strategic Planning\\n\\nT0006 - Create Ma... \n", + "29 TA03 - Develop People\\nTA04 - Develop Networks... \n", + "30 TA01 - Strategic Planning\\n\\nT0019 - Generate ... \n", + "31 DUPLICATE - DELETE \n", + "32 T0013 - Create fake websites \n", + "33 T0049 - Flooding \n", + "34 TA01 - Strategic Planning\\n\\nT0006 - Create Ma... \n", + "35 T0020 - Trial content \n", + "36 TA01 - Strategic Planning* (non-existent techn... \n", + "37 T0010 - Cultivate ignorant agents\\nT0039 - Bai... \n", + "38 T0024 - Create fake videos and images \n", + "39 T0024 - Create fake videos and images \n", + "40 T00029 \n", + "41 T00029 \n", + "42 T00030 \n", + "43 All \n", + "44 All \n", + "45 TA08 - Pump Priming \n", + "46 \n", + "47 \n", + "48 \n", + "49 \n", + "50 T0009 - Create fake experts\\nT0045 - Use fake ... \n", + "51 All \n", + "52 T0049\\nT0050\\nT0052\\nT0053\\nT0054\\nT0055\\nT0056 \n", + "53 \n", + "54 \n", + "55 \n", + "56 \n", + "57 TA07 - Channel Selection\\nTA09 - Exposure\\nTA1... \n", + "58 All \n", + "59 T0039 - Bait legitimate influencers \n", + "60 All \n", + "61 TA09 - Exposure\\n\\nT0007 - Create fake Social ... \n", + "62 \n", + "63 T0011 - Hijack legitimate account \n", + "64 \n", + "65 \n", + "66 \n", + "67 \n", + "68 \n", + "69 \n", + "70 \n", + "71 \n", + "72 \n", + "73 \n", + "74 \n", + "75 \n", + "76 \n", + "77 All \n", + "78 T0029 - Manipulate online polls\\nT0047 - Muzzl... \n", + "79 T0029 - Manipulate online polls \n", + "80 T0049\\nT0050\\nT0052\\nT0053\\nT0054\\nT0055\\nT0056 \n", + "81 \n", + "82 T0012 - Use concealment\\nT0021 - Memes \n", + "83 \n", + "84 \n", + "85 \n", + "86 \n", + "87 \n", + "88 \n", + "89 \n", + "90 \n", + "91 \n", + "92 T0011 - Hijack legitimate account \n", + "93 T0013 - Create fake websites\\nT0008 - Create f... \n", + "\n", + " longname tactic_id \\\n", + "0 F00001 - Analyse aborted / failed campaigns TA01 \n", + "1 F00002 - Analyse viral fizzle TA01 \n", + "2 F00003 - Exploit counter-intelligence vs bad a... TA01 \n", + "3 F00004 - Recruit like-minded converts \"people ... TA01 \n", + "4 F00005 - SWOT Analysis of Cognition in Various... TA01 \n", + "5 F00006 - SWOT analysis of tech platforms TA01 \n", + "6 F00007 - Monitor account level activity in soc... TA02 \n", + "7 F00008 - Detect abnormal amplification TA03 \n", + "8 F00009 - Detect abnormal events TA03 \n", + "9 F00010 - Detect abnormal groups TA03 \n", + "10 F00011 - Detect abnormal pages TA03 \n", + "11 F00012 - Detect abnormal profiles, e.g. prolif... TA03 \n", + "12 F00013 - Identify fake news sites TA03 \n", + "13 F00014 - Trace connections TA03 \n", + "14 F00015 - Detect anomalies in membership growth... TA03 \n", + "15 F00016 - Identify fence-sitters TA03 \n", + "16 F00017 - Measure emotional valence TA03 \n", + "17 F00018 - Follow the money TA03 \n", + "18 F00019 - Activity resurgence detection (alarm ... TA04 \n", + "19 F00020 - Detect anomalous activity TA04 \n", + "20 F00021 - AI/ML automated early detection of ca... TA04 \n", + "21 F00022 - Digital authority - regulating body (... TA04 \n", + "22 F00023 - Periodic verification (counter to hij... TA04 \n", + "23 F00024 - Teach civics to kids/ adults/ seniors TA04 \n", + "24 F00025 - Boots-on-the-ground early narrative d... TA05 \n", + "25 F00026 - Language anomoly detection TA05 \n", + "26 F00027 - Unlikely correlation of sentiment on ... TA05 \n", + "27 F00028 - Associate a public key signature with... TA06 \n", + "28 F00029 - Detect proto narratives, i.e. RT, Spu... TA06 \n", + "29 F00030 - Early detection and warning - reporti... TA06 \n", + "30 F00031 - Educate on how to identify informatio... TA06 \n", + "31 F00032 - Educate on how to identify to pollution TA06 \n", + "32 F00033 - Fake websites: add transparency on bu... TA06 \n", + "33 F00034 - Flag the information spaces so people... TA06 \n", + "34 F00035 - Identify repeated narrative DNA TA06 \n", + "35 F00036 - Looking for AB testing in unregulated... TA06 \n", + "36 F00037 - News content provenance certification. TA06 \n", + "37 F00038 - Social capital as attack vector TA06 \n", + "38 F00039 - standards to track image/ video deep ... TA06 \n", + "39 F00040 - Unalterable metadata signature on ori... TA06 \n", + "40 F00041 - Bias detection TA07 \n", + "41 F00042 - Categorize polls by intent TA07 \n", + "42 F00043 - Monitor for creation of fake known pe... TA07 \n", + "43 F00044 - Forensic analysis TA08 \n", + "44 F00045 - Forensic linguistic analysis TA08 \n", + "45 F00046 - Pump priming analytics TA08 \n", + "46 F00047 - trace involved parties TA08 \n", + "47 F00048 - Trace known operations and connection TA08 \n", + "48 F00049 - trace money TA08 \n", + "49 F00050 - Web cache analytics TA08 \n", + "50 F00051 - Challenge expertise TA09 \n", + "51 F00052 - Discover sponsors TA09 \n", + "52 F00053 - Government rumour control office (wha... TA09 \n", + "53 F00054 - Restrict people who can @ you on soci... TA09 \n", + "54 F00055 - Verify credentials TA09 \n", + "55 F00056 - Verify organisation legitimacy TA09 \n", + "56 F00057 - Verify personal credentials of experts TA09 \n", + "57 F00058 - Deplatform (cancel culture) TA10 \n", + "58 F00059 - Identify susceptible demographics TA10 \n", + "59 F00060 - Identify susceptible influencers TA10 \n", + "60 F00061 - Microtargeting TA10 \n", + "61 F00062 - Detect when Dormant account turns active TA11 \n", + "62 F00063 - Linguistic change analysis TA11 \n", + "63 F00064 - Monitor reports of account takeover TA11 \n", + "64 F00065 - Sentiment change analysis TA11 \n", + "65 F00066 - Use language errors, time to respond ... TA11 \n", + "66 F00067 - Data forensics \n", + "67 F00068 - Resonance analysis \n", + "68 F00069 - Track Russian media and develop analy... \n", + "69 F00070 - Full spectrum analytics ALL \n", + "70 F00071 - Network analysis Identify/cultivate/s... \n", + "71 F00072 - network analysis to identify central ... \n", + "72 F00073 - collect intel/recon on black/covert c... \n", + "73 F00074 - identify relevant fence-sitter commun... \n", + "74 F00075 - leverage open-source information \n", + "75 F00076 - Monitor/collect audience engagement d... \n", + "76 F00077 - Model for bot account behavior TA03 \n", + "77 F00078 - Monitor account level activity in soc... TA03 \n", + "78 F00079 - Network anomaly detection TA05 \n", + "79 F00080 - Hack the polls/ content yourself TA07 \n", + "80 F00081 - Need way for end user to report opera... TA09 \n", + "81 F00082 - Control the US \"slang\" translation bo... TA11 \n", + "82 F00083 - Build and own meme generator, then tr... TA11 \n", + "83 F00084 - Track individual bad actors TA03 \n", + "84 F00085 - detection of a weak signal through gl... \n", + "85 F00086 - Outpace Competitor Intelligence Capab... TA02 \n", + "86 F00087 - Improve Indications and Warning \n", + "87 F00088 - Revitalize an “active measures workin... \n", + "88 F00089 - target/name/flag \"grey zone\" website ... TA04 \n", + "89 F00090 - Match Punitive Tools with Third-Party... TA01 \n", + "90 F00091 - Partner to develop analytic methods &... TA01 \n", + "91 F00092 - daylight TA09 \n", + "92 F00093 - S4d detection and re-allocation appro... TA03 \n", + "93 F00094 - Registries alert when large batches o... TA07 \n", + "\n", + " tactic_name \n", + "0 Strategic Planning \n", + "1 Strategic Planning \n", + "2 Strategic Planning \n", + "3 Strategic Planning \n", + "4 Strategic Planning \n", + "5 Strategic Planning \n", + "6 Objective Planning \n", + "7 Develop People \n", + "8 Develop People \n", + "9 Develop People \n", + "10 Develop People \n", + "11 Develop People \n", + "12 Develop People \n", + "13 Develop People \n", + "14 Develop People \n", + "15 Develop People \n", + "16 Develop People \n", + "17 Develop People \n", + "18 Develop Networks \n", + "19 Develop Networks \n", + "20 Develop Networks \n", + "21 Develop Networks \n", + "22 Develop Networks \n", + "23 Develop Networks \n", + "24 Microtargeting \n", + "25 Microtargeting \n", + "26 Microtargeting \n", + "27 Develop Content \n", + "28 Develop Content \n", + "29 Develop Content \n", + "30 Develop Content \n", + "31 Develop Content \n", + "32 Develop Content \n", + "33 Develop Content \n", + "34 Develop Content \n", + "35 Develop Content \n", + "36 Develop Content \n", + "37 Develop Content \n", + "38 Develop Content \n", + "39 Develop Content \n", + "40 Channel Selection \n", + "41 Channel Selection \n", + "42 Channel Selection \n", + "43 Pump Priming \n", + "44 Pump Priming \n", + "45 Pump Priming \n", + "46 Pump Priming \n", + "47 Pump Priming \n", + "48 Pump Priming \n", + "49 Pump Priming \n", + "50 Exposure \n", + "51 Exposure \n", + "52 Exposure \n", + "53 Exposure \n", + "54 Exposure \n", + "55 Exposure \n", + "56 Exposure \n", + "57 Go Physical \n", + "58 Go Physical \n", + "59 Go Physical \n", + "60 Go Physical \n", + "61 Persistence \n", + "62 Persistence \n", + "63 Persistence \n", + "64 Persistence \n", + "65 Persistence \n", + "66 None \n", + "67 None \n", + "68 None \n", + "69 None \n", + "70 None \n", + "71 None \n", + "72 None \n", + "73 None \n", + "74 None \n", + "75 None \n", + "76 Develop People \n", + "77 Develop People \n", + "78 Microtargeting \n", + "79 Channel Selection \n", + "80 Exposure \n", + "81 Persistence \n", + "82 Persistence \n", + "83 Develop People \n", + "84 None \n", + "85 Objective planning \n", + "86 None \n", + "87 None \n", + "88 Develop Networks \n", + "89 Strategic Planning \n", + "90 Strategic Planning \n", + "91 Exposure \n", + "92 Develop People \n", + "93 Channel Selection " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vars(amitt)['df_detections']" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -5567,15 +8277,15 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5583,7 +8293,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5591,15 +8301,15 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5607,111 +8317,111 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - 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" \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5903,15 +8613,15 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5919,15 +8629,15 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5935,7 +8645,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5943,1257 +8653,852 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - 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" \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", " \n", " \n", "
detection_idtactic_idmain_tacticsummary
0C00028TA07F00003TA06NN/A1
1C00028F00003TA08NN/A
2C00028F00003TA09NN/A
3C00028TA10F00006TA05NN/A4
4C00060F00006TA07NN/A
5C00062TA01F00006TA08NN/A6
6C00062TA02F00006TA09NN/A7
7C00062TA03F00006TA10NN/A8
8C00062TA04F00006TA11NN/A9
9C00062TA05F00015TA07NN/A10
10C00062TA06F00016TA08NN/A11
11C00062TA07F00016TA09NN/A12
12C00062TA08F00016TA10NN/A13
13C00062TA09F00016TA11NN/A14
14C00062TA10F00021TA03NN/A15
15C00062TA11F00021TA04NN/A16
16C00062TA12F00021TA05NN/A17
17C00078TA07F00021TA06NN/A18
18C00092F00021TA07NN/A
19C00092F00021TA08NN/A
20C00093TA07F00021TA09NN/A21
21C00124TA08F00021TA10NN/A22
22C00124TA09F00021TA11NN/A23
23C00133TA07F00025TA01NN/A24
24C00133TA09F00025TA02NN/A25
25C00133TA10F00029TA01NN/A26
26C00135TA07F00030TA03NN/A27
27C00135TA09F00030TA04NN/A28
28C00135TA10F00030TA05NN/A29
29C00136TA08F00030TA06NN/A30
30C00136TA09F00030TA08NN/A31
31C00136TA10F00030TA09NN/A32
32C00140TA05F00030TA10NN/A33
33C00140TA09F00031TA01NN/A34
34C00140TA10F00035TA01NN/A35
35C00142TA05F00037TA01NN/A36
36C00142TA09F00046TA08NN/A37
37C00142TA10F00058TA07NN/A38
38C00142TA11F00058TA09NN/A39
39C00149TA12F00058TA10NN/A40
40C00006TA01YF00062TA09NN/A41
41C00008F00001TA01YN/A
42C00009TA02F00002TA01YN/A43
43C00010F00003TA01YN/A
44C00011TA02F00004TA01YN/A45
45C00012F00005TA01YN/A
46C00013F00006TA01YN/A
47C00014TA06F00007TA02YN/A48
48C00016TA01F00008TA03YN/A49
49C00017TA01F00009TA03YN/A50
50C00019TA01F00010TA03YN/A51
51C00021TA01F00011TA03YN/A52
52C00022TA01F00012TA03YN/A53
53C00024TA01F00013TA03YN/A54
54C00026TA01F00014TA03YN/A55
55C00027TA01F00015TA03YN/A56
56C00028TA02F00016TA03YN/A57
57C00029TA02F00017TA03YN/A58
58C00030TA02F00018TA03YN/A59
59C00031TA02F00019TA04YN/A60
60C00032TA06F00020TA04YN/A61
61C00034TA03F00021TA04YN/A62
62C00036TA03F00022TA04YN/A63
63C00040TA03F00023TA04YN/A64
64C00042TA03F00024TA04YN/A65
65C00044TA03F00025TA05YN/A66
66C00046TA03F00026TA05YN/A67
67C00047TA04F00027TA05YN/A68
68C00048TA03F00028TA06YN/A69
69C00051TA03F00029TA06YN/A70
70C00052TA04F00030TA06YN/A71
71C00053TA04F00031TA06YN/A72
72C00056TA04F00032TA06YN/A73
73C00058TA03F00033TA06YN/A74
74C00059TA04F00034TA06YN/A75
75C00060TA02F00035TA06YN/A76
76C00062TA04F00036TA06YN/A77
77C00065TA05F00037TA06YN/A78
78C00066TA05F00038TA06YN/A79
79C00067TA03F00039TA06YN/A80
80C00070TA02F00040TA06YN/A81
81C00071TA06F00041TA07YN/A82
82C00072TA06F00042TA07YN/A83
83C00073TA01F00043TA07YN/A84
84C00074TA06F00044TA08YN/A85
85C00075TA06F00045TA08YN/A86
86C00076TA06F00046TA08YN/A87
87C00077TA03F00047TA08YN/A88
88C00078TA06F00048TA08YN/A89
89C00080TA06F00049TA08YN/A90
90C00081TA06F00050TA08YN/A91
91C00082TA06F00051TA09YN/A92
92C00084TA06F00052TA09YN/A93
93C00085TA06F00053TA09YN/A94
94C00086TA06F00054TA09YN/A95
95C00087TA06F00055TA09YN/A96
96C00090TA07F00056TA09YN/A97
97C00091TA06F00057TA09YN/A98
98C00092TA02F00058TA10YN/A99
99C00093TA03F00059TA10YN/A100
100C00094TA06F00060TA10YN/A101
101C00096TA01F00061TA10YN/A102
102C00097TA07F00062TA11YN/A103
103C00098TA07F00063TA11YN/A104
104C00099TA07F00064TA11YN/A105
105C00100TA08F00065TA11YN/A106
106C00101TA07F00066TA11YN/A107
107C00103TA07F00067YN/A108
108C00105TA07F00068YN/A109
109C00106TA06F00069YN/A110
110C00107TA06F00070ALLYN/A111
111C00109TA09F00071YN/A112
112C00111TA01F00072YN/A113
113C00112TA08F00073YN/A114
114C00113TA08F00074YN/A115
115C00114TA08F00075YN/A116
116C00115TA08F00076YN/A117
117C00116TA08F00077TA03YN/A118
118C00117TA08F00078TA03YN/A119
119C00118TA08F00079TA05YN/A120
120C00119TA08F00080TA07YN/A121
121C00120TA08F00081TA09YN/A122
122C00121TA08F00082TA11YN/A123
123C00122TA09F00083TA11YN/A124
124C00123TA09F00084TA03YN/A125
125C00124TA09F00085YN/A126
126C00125TA09F00086TA02YN/A127
127C00126TA09F00087YN/A128
128C00128TA09F00088YN/A129
129C00129TA09F00089TA04YN/A130
130C00130TA05F00090TA01YN/A131
131C00131TA11F00091TA01YN/A132
132C00133TA03F00092TA09YN/A133
133C00135TA04F00093TA03YN/A134
134C00136TA08YN/A135
135C00138TA11YN/A136
136C00139TA11YN/A137
137C00140TA12YN/A138
138C00142TA06YN/A139
139C00143TA11YN/A140
140C00144TA02YN/A141
141C00147TA09YN/A142
142C00148TA12YN/A143
143C00149TA12YN/A144
144C00153TA01YN/A145
145C00154TA08YN/A146
146C00155TA03YN/A147
147C00156TA02YN/A148
148C00159TA01YN/A149
149C00160TA03YN/A150
150C00161TA01YN/A151
151C00162TA04YN/A152
152C00164TA02YN/A153
153C00165TA06YN/A154
154C00169TA02YN/A155
155C00170TA01YN/A156
156C00172TA04YN/A157
157C00174TA01YN/A158
158C00176TA01YN/A159
159C00178TA05YN/A160
160C00182TA09YN/A161
161C00184TA08YN/A162
162C00188TA08YN/A163
163C00189TA03YN/A164
164C00190TA01YN/A165
165C00195F00094TA07YN/A166
166C00197TA03YN/A167
167C00200TA09YN/A168
168C00202TA06YN/A169
169C00203TA04YN/A170
170C00205TA01YN/A171
171C00207TA02YN/A172
172C00211TA09YN/A173
173C00212TA01YN/A174
174C00216TA05YN/A175
175C00219TA06YN/A176
176C00220TA01YN/A177
177C00221TA01YN/A178
178C00222TA02YN/A179
179C00223TA01YN/A180135
\n", "
" ], "text/plain": [ - " counter_id tactic_id main_tactic summary id\n", - "0 C00028 TA07 N N/A 1\n", - "1 C00028 TA08 N N/A 2\n", - "2 C00028 TA09 N N/A 3\n", - "3 C00028 TA10 N N/A 4\n", - "4 C00060 TA07 N N/A 5\n", - "5 C00062 TA01 N N/A 6\n", - "6 C00062 TA02 N N/A 7\n", - "7 C00062 TA03 N N/A 8\n", - "8 C00062 TA04 N N/A 9\n", - "9 C00062 TA05 N N/A 10\n", - "10 C00062 TA06 N N/A 11\n", - "11 C00062 TA07 N N/A 12\n", - "12 C00062 TA08 N N/A 13\n", - "13 C00062 TA09 N N/A 14\n", - "14 C00062 TA10 N N/A 15\n", - "15 C00062 TA11 N N/A 16\n", - "16 C00062 TA12 N N/A 17\n", - "17 C00078 TA07 N N/A 18\n", - "18 C00092 TA07 N N/A 19\n", - "19 C00092 TA08 N N/A 20\n", - "20 C00093 TA07 N N/A 21\n", - "21 C00124 TA08 N N/A 22\n", - "22 C00124 TA09 N N/A 23\n", - "23 C00133 TA07 N N/A 24\n", - "24 C00133 TA09 N N/A 25\n", - "25 C00133 TA10 N N/A 26\n", - "26 C00135 TA07 N N/A 27\n", - "27 C00135 TA09 N N/A 28\n", - "28 C00135 TA10 N N/A 29\n", - "29 C00136 TA08 N N/A 30\n", - "30 C00136 TA09 N N/A 31\n", - "31 C00136 TA10 N N/A 32\n", - "32 C00140 TA05 N N/A 33\n", - "33 C00140 TA09 N N/A 34\n", - "34 C00140 TA10 N N/A 35\n", - "35 C00142 TA05 N N/A 36\n", - "36 C00142 TA09 N N/A 37\n", - "37 C00142 TA10 N N/A 38\n", - "38 C00142 TA11 N N/A 39\n", - "39 C00149 TA12 N N/A 40\n", - "40 C00006 TA01 Y N/A 41\n", - "41 C00008 TA01 Y N/A 42\n", - "42 C00009 TA02 Y N/A 43\n", - "43 C00010 TA01 Y N/A 44\n", - "44 C00011 TA02 Y N/A 45\n", - "45 C00012 TA01 Y N/A 46\n", - "46 C00013 TA01 Y N/A 47\n", - "47 C00014 TA06 Y N/A 48\n", - "48 C00016 TA01 Y N/A 49\n", - "49 C00017 TA01 Y N/A 50\n", - "50 C00019 TA01 Y N/A 51\n", - "51 C00021 TA01 Y N/A 52\n", - "52 C00022 TA01 Y N/A 53\n", - "53 C00024 TA01 Y N/A 54\n", - "54 C00026 TA01 Y N/A 55\n", - "55 C00027 TA01 Y N/A 56\n", - "56 C00028 TA02 Y N/A 57\n", - "57 C00029 TA02 Y N/A 58\n", - "58 C00030 TA02 Y N/A 59\n", - "59 C00031 TA02 Y N/A 60\n", - "60 C00032 TA06 Y N/A 61\n", - "61 C00034 TA03 Y N/A 62\n", - "62 C00036 TA03 Y N/A 63\n", - "63 C00040 TA03 Y N/A 64\n", - "64 C00042 TA03 Y N/A 65\n", - "65 C00044 TA03 Y N/A 66\n", - "66 C00046 TA03 Y N/A 67\n", - "67 C00047 TA04 Y N/A 68\n", - "68 C00048 TA03 Y N/A 69\n", - "69 C00051 TA03 Y N/A 70\n", - "70 C00052 TA04 Y N/A 71\n", - "71 C00053 TA04 Y N/A 72\n", - "72 C00056 TA04 Y N/A 73\n", - "73 C00058 TA03 Y N/A 74\n", - "74 C00059 TA04 Y N/A 75\n", - "75 C00060 TA02 Y N/A 76\n", - "76 C00062 TA04 Y N/A 77\n", - "77 C00065 TA05 Y N/A 78\n", - "78 C00066 TA05 Y N/A 79\n", - "79 C00067 TA03 Y N/A 80\n", - "80 C00070 TA02 Y N/A 81\n", - "81 C00071 TA06 Y N/A 82\n", - "82 C00072 TA06 Y N/A 83\n", - "83 C00073 TA01 Y N/A 84\n", - "84 C00074 TA06 Y N/A 85\n", - "85 C00075 TA06 Y N/A 86\n", - "86 C00076 TA06 Y N/A 87\n", - "87 C00077 TA03 Y N/A 88\n", - "88 C00078 TA06 Y N/A 89\n", - "89 C00080 TA06 Y N/A 90\n", - "90 C00081 TA06 Y N/A 91\n", - "91 C00082 TA06 Y N/A 92\n", - "92 C00084 TA06 Y N/A 93\n", - "93 C00085 TA06 Y N/A 94\n", - "94 C00086 TA06 Y N/A 95\n", - "95 C00087 TA06 Y N/A 96\n", - "96 C00090 TA07 Y N/A 97\n", - "97 C00091 TA06 Y N/A 98\n", - "98 C00092 TA02 Y N/A 99\n", - "99 C00093 TA03 Y N/A 100\n", - "100 C00094 TA06 Y N/A 101\n", - "101 C00096 TA01 Y N/A 102\n", - "102 C00097 TA07 Y N/A 103\n", - "103 C00098 TA07 Y N/A 104\n", - "104 C00099 TA07 Y N/A 105\n", - "105 C00100 TA08 Y N/A 106\n", - "106 C00101 TA07 Y N/A 107\n", - "107 C00103 TA07 Y N/A 108\n", - "108 C00105 TA07 Y N/A 109\n", - "109 C00106 TA06 Y N/A 110\n", - "110 C00107 TA06 Y N/A 111\n", - "111 C00109 TA09 Y N/A 112\n", - "112 C00111 TA01 Y N/A 113\n", - "113 C00112 TA08 Y N/A 114\n", - "114 C00113 TA08 Y N/A 115\n", - "115 C00114 TA08 Y N/A 116\n", - "116 C00115 TA08 Y N/A 117\n", - "117 C00116 TA08 Y N/A 118\n", - "118 C00117 TA08 Y N/A 119\n", - "119 C00118 TA08 Y N/A 120\n", - "120 C00119 TA08 Y N/A 121\n", - "121 C00120 TA08 Y N/A 122\n", - "122 C00121 TA08 Y N/A 123\n", - "123 C00122 TA09 Y N/A 124\n", - "124 C00123 TA09 Y N/A 125\n", - "125 C00124 TA09 Y N/A 126\n", - "126 C00125 TA09 Y N/A 127\n", - "127 C00126 TA09 Y N/A 128\n", - "128 C00128 TA09 Y N/A 129\n", - "129 C00129 TA09 Y N/A 130\n", - "130 C00130 TA05 Y N/A 131\n", - "131 C00131 TA11 Y N/A 132\n", - "132 C00133 TA03 Y N/A 133\n", - "133 C00135 TA04 Y N/A 134\n", - "134 C00136 TA08 Y N/A 135\n", - "135 C00138 TA11 Y N/A 136\n", - "136 C00139 TA11 Y N/A 137\n", - "137 C00140 TA12 Y N/A 138\n", - "138 C00142 TA06 Y N/A 139\n", - "139 C00143 TA11 Y N/A 140\n", - "140 C00144 TA02 Y N/A 141\n", - "141 C00147 TA09 Y N/A 142\n", - "142 C00148 TA12 Y N/A 143\n", - "143 C00149 TA12 Y N/A 144\n", - "144 C00153 TA01 Y N/A 145\n", - "145 C00154 TA08 Y N/A 146\n", - "146 C00155 TA03 Y N/A 147\n", - "147 C00156 TA02 Y N/A 148\n", - "148 C00159 TA01 Y N/A 149\n", - "149 C00160 TA03 Y N/A 150\n", - "150 C00161 TA01 Y N/A 151\n", - "151 C00162 TA04 Y N/A 152\n", - "152 C00164 TA02 Y N/A 153\n", - "153 C00165 TA06 Y N/A 154\n", - "154 C00169 TA02 Y N/A 155\n", - "155 C00170 TA01 Y N/A 156\n", - "156 C00172 TA04 Y N/A 157\n", - "157 C00174 TA01 Y N/A 158\n", - "158 C00176 TA01 Y N/A 159\n", - "159 C00178 TA05 Y N/A 160\n", - "160 C00182 TA09 Y N/A 161\n", - "161 C00184 TA08 Y N/A 162\n", - "162 C00188 TA08 Y N/A 163\n", - "163 C00189 TA03 Y N/A 164\n", - "164 C00190 TA01 Y N/A 165\n", - "165 C00195 TA07 Y N/A 166\n", - "166 C00197 TA03 Y N/A 167\n", - "167 C00200 TA09 Y N/A 168\n", - "168 C00202 TA06 Y N/A 169\n", - "169 C00203 TA04 Y N/A 170\n", - "170 C00205 TA01 Y N/A 171\n", - "171 C00207 TA02 Y N/A 172\n", - "172 C00211 TA09 Y N/A 173\n", - "173 C00212 TA01 Y N/A 174\n", - "174 C00216 TA05 Y N/A 175\n", - "175 C00219 TA06 Y N/A 176\n", - "176 C00220 TA01 Y N/A 177\n", - "177 C00221 TA01 Y N/A 178\n", - "178 C00222 TA02 Y N/A 179\n", - "179 C00223 TA01 Y N/A 180" + " detection_id tactic_id main_tactic summary id\n", + "0 F00003 TA06 N N/A 1\n", + "1 F00003 TA08 N N/A 2\n", + "2 F00003 TA09 N N/A 3\n", + "3 F00006 TA05 N N/A 4\n", + "4 F00006 TA07 N N/A 5\n", + "5 F00006 TA08 N N/A 6\n", + "6 F00006 TA09 N N/A 7\n", + "7 F00006 TA10 N N/A 8\n", + "8 F00006 TA11 N N/A 9\n", + "9 F00015 TA07 N N/A 10\n", + "10 F00016 TA08 N N/A 11\n", + "11 F00016 TA09 N N/A 12\n", + "12 F00016 TA10 N N/A 13\n", + "13 F00016 TA11 N N/A 14\n", + "14 F00021 TA03 N N/A 15\n", + "15 F00021 TA04 N N/A 16\n", + "16 F00021 TA05 N N/A 17\n", + "17 F00021 TA06 N N/A 18\n", + "18 F00021 TA07 N N/A 19\n", + "19 F00021 TA08 N N/A 20\n", + "20 F00021 TA09 N N/A 21\n", + "21 F00021 TA10 N N/A 22\n", + "22 F00021 TA11 N N/A 23\n", + "23 F00025 TA01 N N/A 24\n", + "24 F00025 TA02 N N/A 25\n", + "25 F00029 TA01 N N/A 26\n", + "26 F00030 TA03 N N/A 27\n", + "27 F00030 TA04 N N/A 28\n", + "28 F00030 TA05 N N/A 29\n", + "29 F00030 TA06 N N/A 30\n", + "30 F00030 TA08 N N/A 31\n", + "31 F00030 TA09 N N/A 32\n", + "32 F00030 TA10 N N/A 33\n", + "33 F00031 TA01 N N/A 34\n", + "34 F00035 TA01 N N/A 35\n", + "35 F00037 TA01 N N/A 36\n", + "36 F00046 TA08 N N/A 37\n", + "37 F00058 TA07 N N/A 38\n", + "38 F00058 TA09 N N/A 39\n", + "39 F00058 TA10 N N/A 40\n", + "40 F00062 TA09 N N/A 41\n", + "41 F00001 TA01 Y N/A 42\n", + "42 F00002 TA01 Y N/A 43\n", + "43 F00003 TA01 Y N/A 44\n", + "44 F00004 TA01 Y N/A 45\n", + "45 F00005 TA01 Y N/A 46\n", + "46 F00006 TA01 Y N/A 47\n", + "47 F00007 TA02 Y N/A 48\n", + "48 F00008 TA03 Y N/A 49\n", + "49 F00009 TA03 Y N/A 50\n", + "50 F00010 TA03 Y N/A 51\n", + "51 F00011 TA03 Y N/A 52\n", + "52 F00012 TA03 Y N/A 53\n", + "53 F00013 TA03 Y N/A 54\n", + "54 F00014 TA03 Y N/A 55\n", + "55 F00015 TA03 Y N/A 56\n", + "56 F00016 TA03 Y N/A 57\n", + "57 F00017 TA03 Y N/A 58\n", + "58 F00018 TA03 Y N/A 59\n", + "59 F00019 TA04 Y N/A 60\n", + "60 F00020 TA04 Y N/A 61\n", + "61 F00021 TA04 Y N/A 62\n", + "62 F00022 TA04 Y N/A 63\n", + "63 F00023 TA04 Y N/A 64\n", + "64 F00024 TA04 Y N/A 65\n", + "65 F00025 TA05 Y N/A 66\n", + "66 F00026 TA05 Y N/A 67\n", + "67 F00027 TA05 Y N/A 68\n", + "68 F00028 TA06 Y N/A 69\n", + "69 F00029 TA06 Y N/A 70\n", + "70 F00030 TA06 Y N/A 71\n", + "71 F00031 TA06 Y N/A 72\n", + "72 F00032 TA06 Y N/A 73\n", + "73 F00033 TA06 Y N/A 74\n", + "74 F00034 TA06 Y N/A 75\n", + "75 F00035 TA06 Y N/A 76\n", + "76 F00036 TA06 Y N/A 77\n", + "77 F00037 TA06 Y N/A 78\n", + "78 F00038 TA06 Y N/A 79\n", + "79 F00039 TA06 Y N/A 80\n", + "80 F00040 TA06 Y N/A 81\n", + "81 F00041 TA07 Y N/A 82\n", + "82 F00042 TA07 Y N/A 83\n", + "83 F00043 TA07 Y N/A 84\n", + "84 F00044 TA08 Y N/A 85\n", + "85 F00045 TA08 Y N/A 86\n", + "86 F00046 TA08 Y N/A 87\n", + "87 F00047 TA08 Y N/A 88\n", + "88 F00048 TA08 Y N/A 89\n", + "89 F00049 TA08 Y N/A 90\n", + "90 F00050 TA08 Y N/A 91\n", + "91 F00051 TA09 Y N/A 92\n", + "92 F00052 TA09 Y N/A 93\n", + "93 F00053 TA09 Y N/A 94\n", + "94 F00054 TA09 Y N/A 95\n", + "95 F00055 TA09 Y N/A 96\n", + "96 F00056 TA09 Y N/A 97\n", + "97 F00057 TA09 Y N/A 98\n", + "98 F00058 TA10 Y N/A 99\n", + "99 F00059 TA10 Y N/A 100\n", + "100 F00060 TA10 Y N/A 101\n", + "101 F00061 TA10 Y N/A 102\n", + "102 F00062 TA11 Y N/A 103\n", + "103 F00063 TA11 Y N/A 104\n", + "104 F00064 TA11 Y N/A 105\n", + "105 F00065 TA11 Y N/A 106\n", + "106 F00066 TA11 Y N/A 107\n", + "107 F00067 Y N/A 108\n", + "108 F00068 Y N/A 109\n", + "109 F00069 Y N/A 110\n", + "110 F00070 ALL Y N/A 111\n", + "111 F00071 Y N/A 112\n", + "112 F00072 Y N/A 113\n", + "113 F00073 Y N/A 114\n", + "114 F00074 Y N/A 115\n", + "115 F00075 Y N/A 116\n", + "116 F00076 Y N/A 117\n", + "117 F00077 TA03 Y N/A 118\n", + "118 F00078 TA03 Y N/A 119\n", + "119 F00079 TA05 Y N/A 120\n", + "120 F00080 TA07 Y N/A 121\n", + "121 F00081 TA09 Y N/A 122\n", + "122 F00082 TA11 Y N/A 123\n", + "123 F00083 TA11 Y N/A 124\n", + "124 F00084 TA03 Y N/A 125\n", + "125 F00085 Y N/A 126\n", + "126 F00086 TA02 Y N/A 127\n", + "127 F00087 Y N/A 128\n", + "128 F00088 Y N/A 129\n", + "129 F00089 TA04 Y N/A 130\n", + "130 F00090 TA01 Y N/A 131\n", + "131 F00091 TA01 Y N/A 132\n", + "132 F00092 TA09 Y N/A 133\n", + "133 F00093 TA03 Y N/A 134\n", + "134 F00094 TA07 Y N/A 135" ] }, - "execution_count": 26, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -7214,19 +9519,19 @@ " conn.commit()\n", " return newtable\n", "\n", - "def counter_tactics_techniques():\n", - " # techniques - counters\n", - " ctech = amitt.cross_counterid_techniqueid.copy()\n", + "def object_tactics_techniques(objectcol, objecttable, crosstable):\n", + " # objects to techniques\n", + " ctech = crosstable.copy()\n", " ctech = ctech[(ctech['technique_id'] != '') & (~ctech['technique_id'].str.startswith('TA'))]\n", - " ctech.rename(columns={'amitt_id':'counter_id'}, inplace=True)\n", + " ctech.rename(columns={'amitt_id':objectcol}, inplace=True)\n", " ctech['summary'] = 'N/A'\n", "\n", - " # tactics - counters\n", - " ctact = amitt.cross_counterid_techniqueid[amitt.cross_counterid_techniqueid['technique_id'].str.startswith('TA')].copy()\n", - " ctact.rename(columns={'amitt_id':'counter_id', 'technique_id': 'tactic_id'}, inplace=True)\n", + " # objects to tactics\n", + " ctact = crosstable[crosstable['technique_id'].str.startswith('TA')].copy()\n", + " ctact.rename(columns={'amitt_id':objectcol, 'technique_id': 'tactic_id'}, inplace=True)\n", " ctact['main_tactic'] = 'N'\n", - " ctactmain = amitt.df_counters[['amitt_id', 'tactic_id']].copy()\n", - " ctactmain.rename(columns={'amitt_id':'counter_id'}, inplace=True)\n", + " ctactmain = objecttable[['amitt_id', 'tactic_id']].copy()\n", + " ctactmain.rename(columns={'amitt_id':objectcol}, inplace=True)\n", " ctactmain['main_tactic'] = 'Y'\n", " ctact = pd.concat([ctact, ctactmain], ignore_index=True, sort=False)\n", " ctact['summary'] = 'N/A'\n", @@ -7235,6 +9540,7 @@ "#newtable = add_table(amitt.df_actortypes, 'actor_type', ['amitt_id', 'sector_id', 'framework_id', 'name', 'summary'])\n", "# counter\n", "newtable = add_table(amitt.df_counters, 'counter', ['amitt_id', 'tactic_id', 'metatechnique_id', 'name', 'summary'])\n", + "newtable = add_table(amitt.df_detections, 'detection', ['amitt_id', 'tactic_id', 'name', 'summary'])\n", "# dataset\n", "newtable = add_table(amitt.df_frameworks, 'framework', ['amitt_id', 'name', 'summary'])\n", "# incident\n", @@ -7248,11 +9554,15 @@ "newtable = add_table(amitt.df_tactics, 'tactic', ['amitt_id', 'phase_id', 'name', 'rank', 'summary'])\n", "newtable = add_table(amitt.df_tasks, 'task', ['amitt_id', 'tactic_id', 'framework_id', 'name', 'summary'])\n", "newtable = add_table(amitt.df_techniques, 'technique', ['amitt_id', 'tactic_id', 'name', 'summary'])\n", - "# technique_counter\n", - "(ctech, ctact) = counter_tactics_techniques()\n", + "\n", + "(ctech, ctact) = object_tactics_techniques('counter_id', amitt.df_counters, amitt.cross_counterid_techniqueid)\n", "newtable = add_table(ctech, 'counter_technique', ['counter_id', 'technique_id', 'summary'])\n", "newtable = add_table(ctact, 'counter_tactic', ['counter_id', 'tactic_id', 'main_tactic', 'summary'])\n", "\n", + "(dtech, dtact) = object_tactics_techniques('detection_id', amitt.df_detections, amitt.cross_detectionid_techniqueid)\n", + "newtable = add_table(dtech, 'detection_technique', ['detection_id', 'technique_id', 'summary'])\n", + "newtable = add_table(dtact, 'detection_tactic', ['detection_id', 'tactic_id', 'main_tactic', 'summary'])\n", + "\n", "conn.execute(\"DROP TABLE IF EXISTS {}\".format('user'))\n", "conn.execute('''CREATE TABLE user (id INTEGER PRIMARY KEY AUTOINCREMENT, username TEXT NOT NULL UNIQUE, password TEXT NOT NULL);''')\n", "\n", @@ -7262,7 +9572,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 4, "metadata": { "scrolled": true }, @@ -7288,7 +9598,7 @@ " \n", " \n", " \n", - " counter_id\n", + " detection_id\n", " technique_id\n", " summary\n", " \n", @@ -7296,5911 +9606,850 @@ " \n", " \n", " 0\n", - " C00006\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 0\n", - " C00006\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 0\n", - " C00006\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 0\n", - " C00006\n", - " T0043\n", - " N/A\n", - " \n", - " \n", - " 0\n", - " C00006\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 0\n", - " C00006\n", - " T0054\n", + " F00001\n", + " All\n", " N/A\n", " \n", " \n", " 1\n", - " C00008\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 1\n", - " C00008\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0042\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0048\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 2\n", - " C00009\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 3\n", - " C00010\n", - " T0005\n", - " N/A\n", - " \n", - " \n", - " 3\n", - " C00010\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 4\n", - " C00011\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0043\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0046\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0047\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0048\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", + " F00002\n", " T0049\n", " N/A\n", " \n", " \n", - " 5\n", - " C00012\n", - " T0050\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", + " 1\n", + " F00002\n", " T0052\n", " N/A\n", " \n", " \n", - " 5\n", - " C00012\n", + " 1\n", + " F00002\n", " T0053\n", " N/A\n", " \n", " \n", - " 5\n", - " C00012\n", + " 1\n", + " F00002\n", " T0054\n", " N/A\n", " \n", " \n", - " 5\n", - " C00012\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 5\n", - " C00012\n", - " T0061\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00013\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00013\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00013\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00013\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00013\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00013\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00013\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00014\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0043\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0049\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0058\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00016\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00017\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00017\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00017\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00017\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00017\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00017\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00017\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00019\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00021\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00022\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 13\n", - " C00024\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 14\n", - " C00026\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 14\n", - " C00026\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0001\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0048\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 15\n", - " C00027\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 17\n", - " C00029\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 17\n", - " C00029\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 17\n", - " C00029\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 17\n", - " C00029\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 17\n", - " C00029\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 17\n", - " C00029\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 18\n", - " C00030\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 18\n", - " C00030\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 18\n", - " C00030\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 18\n", - " C00030\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 18\n", - " C00030\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 18\n", - " C00030\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 19\n", - " C00031\n", - " T0002\n", - " N/A\n", - " \n", - " \n", - " 19\n", - " C00031\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 19\n", - " C00031\n", - " T0006\n", - " N/A\n", - " \n", - " \n", - " 19\n", - " C00031\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 19\n", - " C00031\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 20\n", - " C00032\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 21\n", - " C00034\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 21\n", - " C00034\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 21\n", - " C00034\n", - " T0012\n", - " N/A\n", - " \n", - " \n", - " 21\n", - " C00034\n", - " T0030\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0005\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0012\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0030\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 22\n", - " C00036\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 23\n", - " C00040\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 23\n", - " C00040\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 23\n", - " C00040\n", - " T0012\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0004\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0019\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0042\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00042\n", + " 1\n", + " F00002\n", " T0059\n", " N/A\n", " \n", " \n", - " 25\n", - " C00044\n", - " T0029\n", + " 1\n", + " F00002\n", + " T0060\n", " N/A\n", " \n", " \n", - " 25\n", - " C00044\n", - " T0049\n", + " 2\n", + " F00003\n", + " T0019\n", " N/A\n", " \n", " \n", - " 25\n", - " C00044\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 25\n", - " C00044\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 25\n", - " C00044\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 25\n", - " C00044\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 25\n", - " C00044\n", - " T0051\n", - " N/A\n", - " \n", - " \n", - " 25\n", - " C00044\n", - " T0050\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", + " 2\n", + " F00003\n", " T0021\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", - " T0022\n", + " 3\n", + " F00004\n", + " T0057\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", - " T0023\n", + " 3\n", + " F00004\n", + " T0061\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", - " T0027\n", + " 3\n", + " F00004\n", + " T0010\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", + " 3\n", + " F00004\n", " T0039\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", - " T0045\n", + " 4\n", + " F00005\n", + " All\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", - " T0048\n", + " 5\n", + " F00006\n", + " T0007\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", - " T0051\n", + " 5\n", + " F00006\n", + " T0014\n", " N/A\n", " \n", " \n", - " 26\n", - " C00046\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0060\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00046\n", - " T0061\n", - " N/A\n", - " \n", - " \n", - " 27\n", - " C00047\n", - " T0063\n", - " N/A\n", - " \n", - " \n", - " 27\n", - " C00047\n", - " T0062\n", - " N/A\n", - " \n", - " \n", - " 28\n", - " C00048\n", + " 5\n", + " F00006\n", " T0010\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", - " T0045\n", + " 5\n", + " F00006\n", + " T0019\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", - " T0048\n", + " 5\n", + " F00006\n", + " T0021\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", - " T0051\n", + " 6\n", + " F00007\n", + " All\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", + " 7\n", + " F00008\n", " T0052\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", + " 7\n", + " F00008\n", " T0053\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", + " 7\n", + " F00008\n", " T0054\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 28\n", - " C00048\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 28\n", - " C00048\n", + " 7\n", + " F00008\n", " T0060\n", " N/A\n", " \n", " \n", - " 28\n", - " C00048\n", - " T0061\n", + " 8\n", + " F00009\n", + " T0007\n", " N/A\n", " \n", " \n", - " 29\n", - " C00051\n", + " 9\n", + " F00010\n", + " T0007\n", + " N/A\n", + " \n", + " \n", + " 10\n", + " F00011\n", + " T0007\n", + " N/A\n", + " \n", + " \n", + " 11\n", + " F00012\n", + " T0007\n", + " N/A\n", + " \n", + " \n", + " 12\n", + " F00013\n", + " T0008\n", + " N/A\n", + " \n", + " \n", + " 13\n", + " F00014\n", + " T0008\n", + " N/A\n", + " \n", + " \n", + " 14\n", + " F00015\n", + " T0007\n", + " N/A\n", + " \n", + " \n", + " 14\n", + " F00015\n", + " T0009\n", + " N/A\n", + " \n", + " \n", + " 14\n", + " F00015\n", + " T0015\n", + " N/A\n", + " \n", + " \n", + " 14\n", + " F00015\n", + " T0045\n", + " N/A\n", + " \n", + " \n", + " 14\n", + " F00015\n", + " T0057\n", + " N/A\n", + " \n", + " \n", + " 15\n", + " F00016\n", " T0010\n", " N/A\n", " \n", " \n", - " 29\n", - " C00051\n", - " T0012\n", - " N/A\n", - " \n", - " \n", - " 30\n", - " C00052\n", - " T0012\n", - " N/A\n", - " \n", - " \n", - " 30\n", - " C00052\n", - " T0030\n", - " N/A\n", - " \n", - " \n", - " 31\n", - " C00053\n", - " T0011\n", - " N/A\n", - " \n", - " \n", - " 31\n", - " C00053\n", - " T0030\n", - " N/A\n", - " \n", - " \n", - " 33\n", - " C00058\n", + " 15\n", + " F00016\n", " T0017\n", " N/A\n", " \n", " \n", + " 15\n", + " F00016\n", + " T0018\n", + " N/A\n", + " \n", + " \n", + " 15\n", + " F00016\n", + " T0029\n", + " N/A\n", + " \n", + " \n", + " 15\n", + " F00016\n", + " T0039\n", + " N/A\n", + " \n", + " \n", + " 15\n", + " F00016\n", + " T0048\n", + " N/A\n", + " \n", + " \n", + " 16\n", + " F00017\n", + " T0001\n", + " N/A\n", + " \n", + " \n", + " 16\n", + " F00017\n", + " T0039\n", + " N/A\n", + " \n", + " \n", + " 16\n", + " F00017\n", + " T0053\n", + " N/A\n", + " \n", + " \n", + " 17\n", + " F00018\n", + " T0009\n", + " N/A\n", + " \n", + " \n", + " 18\n", + " F00019\n", + " T0011\n", + " N/A\n", + " \n", + " \n", + " 19\n", + " F00020\n", + " T0011\n", + " N/A\n", + " \n", + " \n", + " 22\n", + " F00023\n", + " T0011\n", + " N/A\n", + " \n", + " \n", + " 27\n", + " F00028\n", + " T0025\n", + " N/A\n", + " \n", + " \n", + " 28\n", + " F00029\n", + " T0006\n", + " N/A\n", + " \n", + " \n", + " 28\n", + " F00029\n", + " T0019\n", + " N/A\n", + " \n", + " \n", + " 28\n", + " F00029\n", + " T0050\n", + " N/A\n", + " \n", + " \n", + " 28\n", + " F00029\n", + " T0056\n", + " N/A\n", + " \n", + " \n", + " 30\n", + " F00031\n", + " T0019\n", + " N/A\n", + " \n", + " \n", + " 30\n", + " F00031\n", + " T0056\n", + " N/A\n", + " \n", + " \n", + " 31\n", + " F00032\n", + " DUPLICATE\n", + " N/A\n", + " \n", + " \n", + " 32\n", + " F00033\n", + " T0013\n", + " N/A\n", + " \n", + " \n", " 33\n", - " C00058\n", - " T0061\n", + " F00034\n", + " T0049\n", " N/A\n", " \n", " \n", " 34\n", - " C00059\n", - " T0014\n", + " F00035\n", + " T0006\n", + " N/A\n", + " \n", + " \n", + " 34\n", + " F00035\n", + " T0019\n", + " N/A\n", + " \n", + " \n", + " 34\n", + " F00035\n", + " T0050\n", + " N/A\n", + " \n", + " \n", + " 34\n", + " F00035\n", + " T0056\n", " N/A\n", " \n", " \n", " 35\n", - " C00060\n", - " T0047\n", - " N/A\n", - " \n", - " \n", - " 37\n", - " C00065\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 38\n", - " C00066\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 38\n", - " C00066\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 39\n", - " C00067\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 39\n", - " C00067\n", - " T0061\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0046\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0057\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 40\n", - " C00070\n", - " T0058\n", - " N/A\n", - " \n", - " \n", - " 41\n", - " C00071\n", - " T0019\n", - " N/A\n", - " \n", - " \n", - " 41\n", - " C00071\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0019\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 42\n", - " C00072\n", - " T0049\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0019\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0010\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0023\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0039\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0040\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0048\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 43\n", - " C00073\n", - " T0060\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0019\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 44\n", - " C00074\n", - " T0043\n", - " N/A\n", - " \n", - 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" C00076\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 48\n", - " C00078\n", - " T0044\n", - " N/A\n", - " \n", - " \n", - " 48\n", - " C00078\n", - " T0046\n", - " N/A\n", - " \n", - " \n", - " 48\n", - " C00078\n", - " T0056\n", - " N/A\n", - " \n", - " \n", - " 48\n", - " C00078\n", - " T0052\n", - " N/A\n", - " \n", - " \n", - " 48\n", - " C00078\n", - " T0060\n", - " N/A\n", - " \n", - " \n", - " 49\n", - " C00080\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 49\n", - " C00080\n", - " T0004\n", - " N/A\n", - " \n", - " \n", - " 49\n", - " C00080\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 49\n", - " C00080\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 49\n", - " C00080\n", - " T0027\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0003\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0004\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0028\n", - " N/A\n", - " \n", - " \n", - " 50\n", - " C00081\n", - " T0006\n", - 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" C00100\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 66\n", - " C00101\n", - " T0029\n", - " N/A\n", - " \n", - " \n", - " 66\n", - " C00101\n", - " T0049\n", - " N/A\n", - " \n", - " \n", - " 66\n", - " C00101\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 66\n", - " C00101\n", - " T0054\n", - " N/A\n", - " \n", - " \n", - " 67\n", - " C00103\n", - " T0029\n", - " N/A\n", - " \n", - " \n", - " 67\n", - " C00103\n", - " T0062\n", - " N/A\n", - " \n", - " \n", - " 67\n", - " C00103\n", - " T0063\n", - " N/A\n", - " \n", - " \n", - " 67\n", - " C00103\n", - " T0053\n", - " N/A\n", - " \n", - " \n", - " 68\n", - " C00105\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 68\n", - " C00105\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 69\n", - " C00106\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0009\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0013\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0021\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0045\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", - " T0055\n", - " N/A\n", - " \n", - " \n", - " 70\n", - " C00107\n", + " 37\n", + " F00038\n", " T0057\n", " N/A\n", " \n", " \n", - " 70\n", - " C00107\n", - " T0001\n", - " N/A\n", - 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" C00121\n", - " T0043\n", + " F00083\n", + " T0012\n", " N/A\n", " \n", " \n", - " 83\n", - " C00122\n", - " T0008\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0007\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0014\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0015\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0016\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0017\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0018\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0022\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", + " 82\n", + " F00083\n", " T0021\n", " N/A\n", " \n", " \n", - " 83\n", - " C00122\n", - " T0025\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0024\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0026\n", - " N/A\n", - " \n", - " \n", - " 83\n", - " C00122\n", - " T0045\n", - " N/A\n", - " \n", - 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" N/A\n", - " \n", - " \n", - " 135\n", - " C00219\n", - " T0025\n", - " N/A\n", - " \n", " \n", "\n", "" ], "text/plain": [ - " counter_id technique_id summary\n", - "0 C00006 T0007 N/A\n", - "0 C00006 T0015 N/A\n", - "0 C00006 T0018 N/A\n", - "0 C00006 T0043 N/A\n", - "0 C00006 T0053 N/A\n", - "0 C00006 T0054 N/A\n", - "1 C00008 T0001 N/A\n", - "1 C00008 T0002 N/A\n", - "1 C00008 T0003 N/A\n", - "1 C00008 T0027 N/A\n", - "1 C00008 T0028 N/A\n", - "1 C00008 T0006 N/A\n", - "1 C00008 T0009 N/A\n", - "1 C00008 T0008 N/A\n", - "1 C00008 T0013 N/A\n", - "1 C00008 T0014 N/A\n", - "1 C00008 T0021 N/A\n", - "1 C00008 T0025 N/A\n", - "1 C00008 T0024 N/A\n", - "1 C00008 T0026 N/A\n", - "1 C00008 T0056 N/A\n", - "1 C00008 T0051 N/A\n", - "1 C00008 T0044 N/A\n", - "1 C00008 T0045 N/A\n", - "2 C00009 T0010 N/A\n", - "2 C00009 T0039 N/A\n", - "2 C00009 T0044 N/A\n", - "2 C00009 T0042 N/A\n", - "2 C00009 T0048 N/A\n", - "2 C00009 T0052 N/A\n", - "2 C00009 T0053 N/A\n", - "2 C00009 T0055 N/A\n", - "2 C00009 T0056 N/A\n", - "3 C00010 T0005 N/A\n", - "3 C00010 T0018 N/A\n", - "4 C00011 T0001 N/A\n", - "4 C00011 T0002 N/A\n", - "4 C00011 T0003 N/A\n", - "4 C00011 T0027 N/A\n", - "4 C00011 T0028 N/A\n", - "4 C00011 T0006 N/A\n", - "4 C00011 T0009 N/A\n", - "4 C00011 T0008 N/A\n", - "4 C00011 T0013 N/A\n", - "4 C00011 T0021 N/A\n", - "4 C00011 T0025 N/A\n", - "4 C00011 T0024 N/A\n", - "4 C00011 T0026 N/A\n", - "4 C00011 T0056 N/A\n", - "4 C00011 T0051 N/A\n", - "4 C00011 T0044 N/A\n", - "4 C00011 T0045 N/A\n", - "5 C00012 T0001 N/A\n", - "5 C00012 T0002 N/A\n", - "5 C00012 T0003 N/A\n", - "5 C00012 T0007 N/A\n", - "5 C00012 T0008 N/A\n", - "5 C00012 T0009 N/A\n", - "5 C00012 T0013 N/A\n", - "5 C00012 T0014 N/A\n", - "5 C00012 T0015 N/A\n", - "5 C00012 T0016 N/A\n", - "5 C00012 T0017 N/A\n", - "5 C00012 T0018 N/A\n", - "5 C00012 T0021 N/A\n", - "5 C00012 T0022 N/A\n", - "5 C00012 T0024 N/A\n", - "5 C00012 T0025 N/A\n", - "5 C00012 T0026 N/A\n", - "5 C00012 T0043 N/A\n", - "5 C00012 T0045 N/A\n", - "5 C00012 T0046 N/A\n", - "5 C00012 T0047 N/A\n", - "5 C00012 T0048 N/A\n", - "5 C00012 T0049 N/A\n", - "5 C00012 T0050 N/A\n", - "5 C00012 T0051 N/A\n", - "5 C00012 T0052 N/A\n", - "5 C00012 T0053 N/A\n", - "5 C00012 T0054 N/A\n", - "5 C00012 T0055 N/A\n", - "5 C00012 T0056 N/A\n", - "5 C00012 T0057 N/A\n", - "5 C00012 T0061 N/A\n", - "6 C00013 T0001 N/A\n", - "6 C00013 T0002 N/A\n", - "6 C00013 T0003 N/A\n", - "6 C00013 T0027 N/A\n", - "6 C00013 T0028 N/A\n", - "6 C00013 T0056 N/A\n", - "6 C00013 T0052 N/A\n", - "7 C00014 T0001 N/A\n", - "7 C00014 T0002 N/A\n", - "7 C00014 T0003 N/A\n", - "7 C00014 T0027 N/A\n", - "7 C00014 T0028 N/A\n", - "7 C00014 T0006 N/A\n", - "7 C00014 T0009 N/A\n", - "7 C00014 T0008 N/A\n", - "7 C00014 T0013 N/A\n", - "7 C00014 T0014 N/A\n", - "7 C00014 T0021 N/A\n", - "7 C00014 T0025 N/A\n", - "7 C00014 T0024 N/A\n", - "7 C00014 T0026 N/A\n", - "7 C00014 T0056 N/A\n", - "7 C00014 T0051 N/A\n", - "7 C00014 T0044 N/A\n", - "7 C00014 T0045 N/A\n", - "8 C00016 T0001 N/A\n", - "8 C00016 T0002 N/A\n", - "8 C00016 T0003 N/A\n", - "8 C00016 T0027 N/A\n", - "8 C00016 T0028 N/A\n", - "8 C00016 T0009 N/A\n", - "8 C00016 T0008 N/A\n", - "8 C00016 T0007 N/A\n", - "8 C00016 T0013 N/A\n", - "8 C00016 T0014 N/A\n", - "8 C00016 T0015 N/A\n", - "8 C00016 T0016 N/A\n", - "8 C00016 T0017 N/A\n", - "8 C00016 T0018 N/A\n", - "8 C00016 T0022 N/A\n", - "8 C00016 T0021 N/A\n", - "8 C00016 T0025 N/A\n", - "8 C00016 T0024 N/A\n", - "8 C00016 T0026 N/A\n", - "8 C00016 T0044 N/A\n", - "8 C00016 T0045 N/A\n", - "8 C00016 T0043 N/A\n", - "8 C00016 T0056 N/A\n", - "8 C00016 T0051 N/A\n", - "8 C00016 T0049 N/A\n", - "8 C00016 T0052 N/A\n", - "8 C00016 T0054 N/A\n", - "8 C00016 T0053 N/A\n", - "8 C00016 T0055 N/A\n", - "8 C00016 T0058 N/A\n", - "8 C00016 T0057 N/A\n", - "9 C00017 T0001 N/A\n", - "9 C00017 T0002 N/A\n", - "9 C00017 T0003 N/A\n", - "9 C00017 T0027 N/A\n", - "9 C00017 T0028 N/A\n", - "9 C00017 T0022 N/A\n", - "9 C00017 T0023 N/A\n", - "10 C00019 T0001 N/A\n", - "10 C00019 T0002 N/A\n", - "10 C00019 T0003 N/A\n", - "10 C00019 T0027 N/A\n", - "10 C00019 T0028 N/A\n", - "10 C00019 T0022 N/A\n", - "10 C00019 T0023 N/A\n", - "10 C00019 T0053 N/A\n", - "10 C00019 T0044 N/A\n", - "10 C00019 T0052 N/A\n", - "10 C00019 T0056 N/A\n", - "11 C00021 T0001 N/A\n", - "11 C00021 T0002 N/A\n", - "11 C00021 T0003 N/A\n", - "11 C00021 T0006 N/A\n", - "11 C00021 T0027 N/A\n", - "11 C00021 T0028 N/A\n", - "11 C00021 T0022 N/A\n", - "11 C00021 T0023 N/A\n", - "11 C00021 T0053 N/A\n", - "11 C00021 T0044 N/A\n", - "12 C00022 T0001 N/A\n", - "12 C00022 T0002 N/A\n", - "12 C00022 T0003 N/A\n", - "12 C00022 T0006 N/A\n", - "12 C00022 T0027 N/A\n", - "12 C00022 T0028 N/A\n", - "12 C00022 T0022 N/A\n", - "12 C00022 T0023 N/A\n", - "12 C00022 T0053 N/A\n", - "12 C00022 T0044 N/A\n", - "13 C00024 T0001 N/A\n", - "13 C00024 T0002 N/A\n", - "13 C00024 T0003 N/A\n", - "13 C00024 T0006 N/A\n", - "13 C00024 T0027 N/A\n", - "13 C00024 T0028 N/A\n", - "13 C00024 T0022 N/A\n", - "13 C00024 T0023 N/A\n", - "13 C00024 T0053 N/A\n", - "13 C00024 T0044 N/A\n", - "14 C00026 T0001 N/A\n", - "14 C00026 T0002 N/A\n", - "15 C00027 T0001 N/A\n", - "15 C00027 T0002 N/A\n", - "15 C00027 T0003 N/A\n", - "15 C00027 T0006 N/A\n", - "15 C00027 T0027 N/A\n", - "15 C00027 T0028 N/A\n", - "15 C00027 T0022 N/A\n", - "15 C00027 T0021 N/A\n", - "15 C00027 T0023 N/A\n", - "15 C00027 T0048 N/A\n", - "15 C00027 T0053 N/A\n", - "15 C00027 T0044 N/A\n", - "15 C00027 T0039 N/A\n", - "17 C00029 T0002 N/A\n", - "17 C00029 T0003 N/A\n", - "17 C00029 T0006 N/A\n", - "17 C00029 T0027 N/A\n", - "17 C00029 T0028 N/A\n", - "17 C00029 T0022 N/A\n", - "18 C00030 T0002 N/A\n", - "18 C00030 T0003 N/A\n", - "18 C00030 T0006 N/A\n", - "18 C00030 T0027 N/A\n", - "18 C00030 T0028 N/A\n", - "18 C00030 T0022 N/A\n", - "19 C00031 T0002 N/A\n", - "19 C00031 T0003 N/A\n", - "19 C00031 T0006 N/A\n", - "19 C00031 T0027 N/A\n", - "19 C00031 T0028 N/A\n", - "20 C00032 T0055 N/A\n", - "21 C00034 T0009 N/A\n", - "21 C00034 T0007 N/A\n", - "21 C00034 T0012 N/A\n", - "21 C00034 T0030 N/A\n", - "22 C00036 T0005 N/A\n", - "22 C00036 T0007 N/A\n", - "22 C00036 T0010 N/A\n", - "22 C00036 T0012 N/A\n", - "22 C00036 T0030 N/A\n", - "22 C00036 T0045 N/A\n", - "22 C00036 T0056 N/A\n", - "22 C00036 T0057 N/A\n", - "23 C00040 T0007 N/A\n", - "23 C00040 T0009 N/A\n", - "23 C00040 T0012 N/A\n", - "24 C00042 T0004 N/A\n", - "24 C00042 T0019 N/A\n", - "24 C00042 T0022 N/A\n", - "24 C00042 T0027 N/A\n", - "24 C00042 T0028 N/A\n", - "24 C00042 T0042 N/A\n", - "24 C00042 T0044 N/A\n", - "24 C00042 T0056 N/A\n", - "24 C00042 T0059 N/A\n", - "25 C00044 T0029 N/A\n", - "25 C00044 T0049 N/A\n", - "25 C00044 T0054 N/A\n", - "25 C00044 T0053 N/A\n", - "25 C00044 T0055 N/A\n", - "25 C00044 T0056 N/A\n", - "25 C00044 T0051 N/A\n", - "25 C00044 T0050 N/A\n", - "26 C00046 T0010 N/A\n", - "26 C00046 T0044 N/A\n", - "26 C00046 T0021 N/A\n", - "26 C00046 T0022 N/A\n", - "26 C00046 T0023 N/A\n", - "26 C00046 T0027 N/A\n", - "26 C00046 T0039 N/A\n", - "26 C00046 T0045 N/A\n", - "26 C00046 T0048 N/A\n", - "26 C00046 T0051 N/A\n", - "26 C00046 T0052 N/A\n", - "26 C00046 T0053 N/A\n", - "26 C00046 T0054 N/A\n", - "26 C00046 T0056 N/A\n", - "26 C00046 T0057 N/A\n", - "26 C00046 T0060 N/A\n", - "26 C00046 T0061 N/A\n", - "27 C00047 T0063 N/A\n", - "27 C00047 T0062 N/A\n", - "28 C00048 T0010 N/A\n", - "28 C00048 T0045 N/A\n", - "28 C00048 T0048 N/A\n", - "28 C00048 T0051 N/A\n", - "28 C00048 T0052 N/A\n", - "28 C00048 T0053 N/A\n", - "28 C00048 T0054 N/A\n", - "28 C00048 T0056 N/A\n", - "28 C00048 T0057 N/A\n", - "28 C00048 T0060 N/A\n", - "28 C00048 T0061 N/A\n", - "29 C00051 T0010 N/A\n", - "29 C00051 T0012 N/A\n", - "30 C00052 T0012 N/A\n", - "30 C00052 T0030 N/A\n", - "31 C00053 T0011 N/A\n", - "31 C00053 T0030 N/A\n", - "33 C00058 T0017 N/A\n", - "33 C00058 T0061 N/A\n", - "34 C00059 T0014 N/A\n", - "35 C00060 T0047 N/A\n", - "37 C00065 T0018 N/A\n", - "38 C00066 T0015 N/A\n", - "38 C00066 T0055 N/A\n", - "39 C00067 T0017 N/A\n", - "39 C00067 T0061 N/A\n", - "40 C00070 T0008 N/A\n", - "40 C00070 T0014 N/A\n", - "40 C00070 T0015 N/A\n", - "40 C00070 T0017 N/A\n", - "40 C00070 T0046 N/A\n", - "40 C00070 T0052 N/A\n", - "40 C00070 T0055 N/A\n", - "40 C00070 T0057 N/A\n", - "40 C00070 T0056 N/A\n", - "40 C00070 T0058 N/A\n", - "41 C00071 T0019 N/A\n", - "41 C00071 T0056 N/A\n", - "42 C00072 T0019 N/A\n", - "42 C00072 T0010 N/A\n", - "42 C00072 T0044 N/A\n", - "42 C00072 T0021 N/A\n", - "42 C00072 T0022 N/A\n", - "42 C00072 T0023 N/A\n", - "42 C00072 T0027 N/A\n", - "42 C00072 T0039 N/A\n", - "42 C00072 T0055 N/A\n", - "42 C00072 T0049 N/A\n", - "43 C00073 T0016 N/A\n", - "43 C00073 T0019 N/A\n", - "43 C00073 T0056 N/A\n", - "43 C00073 T0010 N/A\n", - "43 C00073 T0021 N/A\n", - "43 C00073 T0022 N/A\n", - "43 C00073 T0023 N/A\n", - "43 C00073 T0026 N/A\n", - "43 C00073 T0025 N/A\n", - "43 C00073 T0027 N/A\n", - "43 C00073 T0039 N/A\n", - "43 C00073 T0040 N/A\n", - "43 C00073 T0044 N/A\n", - "43 C00073 T0045 N/A\n", - "43 C00073 T0048 N/A\n", - "43 C00073 T0053 N/A\n", - "43 C00073 T0056 N/A\n", - "43 C00073 T0060 N/A\n", - "44 C00074 T0019 N/A\n", - "44 C00074 T0021 N/A\n", - "44 C00074 T0022 N/A\n", - "44 C00074 T0026 N/A\n", - "44 C00074 T0025 N/A\n", - "44 C00074 T0043 N/A\n", - "44 C00074 T0050 N/A\n", - "44 C00074 T0051 N/A\n", - "44 C00074 T0049 N/A\n", - "44 C00074 T0052 N/A\n", - "44 C00074 T0053 N/A\n", - "44 C00074 T0054 N/A\n", - "44 C00074 T0055 N/A\n", - "44 C00074 T0057 N/A\n", - "44 C00074 T0061 N/A\n", - "44 C00074 T0060 N/A\n", - "46 C00076 T0016 N/A\n", - "46 C00076 T0018 N/A\n", - "46 C00076 T0039 N/A\n", - "46 C00076 T0044 N/A\n", - "46 C00076 T0021 N/A\n", - "48 C00078 T0044 N/A\n", - "48 C00078 T0046 N/A\n", - "48 C00078 T0056 N/A\n", - "48 C00078 T0052 N/A\n", - "48 C00078 T0060 N/A\n", - "49 C00080 T0003 N/A\n", - "49 C00080 T0004 N/A\n", - "49 C00080 T0028 N/A\n", - "49 C00080 T0022 N/A\n", - "49 C00080 T0027 N/A\n", - "50 C00081 T0003 N/A\n", - "50 C00081 T0004 N/A\n", - "50 C00081 T0028 N/A\n", - "50 C00081 T0006 N/A\n", - "50 C00081 T0022 N/A\n", - "50 C00081 T0023 N/A\n", - "50 C00081 T0026 N/A\n", - "50 C00081 T0027 N/A\n", - "50 C00081 T0044 N/A\n", - "50 C00081 T0053 N/A\n", - "50 C00081 T0054 N/A\n", - "50 C00081 T0055 N/A\n", - "50 C00081 T0056 N/A\n", - "51 C00082 T0002 N/A\n", - "51 C00082 T0003 N/A\n", - "51 C00082 T0004 N/A\n", - "51 C00082 T0028 N/A\n", - "51 C00082 T0006 N/A\n", - "51 C00082 T0022 N/A\n", - "51 C00082 T0023 N/A\n", - "51 C00082 T0025 N/A\n", - "51 C00082 T0026 N/A\n", - "51 C00082 T0027 N/A\n", - "51 C00082 T0044 N/A\n", - "51 C00082 T0053 N/A\n", - "51 C00082 T0054 N/A\n", - "51 C00082 T0055 N/A\n", - "51 C00082 T0056 N/A\n", - "52 C00084 T0002 N/A\n", - "52 C00084 T0003 N/A\n", - "52 C00084 T0004 N/A\n", - "52 C00084 T0028 N/A\n", - "52 C00084 T0006 N/A\n", - "52 C00084 T0022 N/A\n", - "52 C00084 T0027 N/A\n", - "52 C00084 T0059 N/A\n", - "53 C00085 T0008 N/A\n", - "53 C00085 T0007 N/A\n", - "53 C00085 T0017 N/A\n", - "53 C00085 T0022 N/A\n", - "53 C00085 T0021 N/A\n", - "53 C00085 T0025 N/A\n", - "53 C00085 T0024 N/A\n", - "53 C00085 T0026 N/A\n", - "53 C00085 T0045 N/A\n", - "53 C00085 T0044 N/A\n", - "53 C00085 T0049 N/A\n", - "53 C00085 T0051 N/A\n", - "53 C00085 T0052 N/A\n", - "53 C00085 T0053 N/A\n", - "53 C00085 T0054 N/A\n", - "53 C00085 T0055 N/A\n", - "53 C00085 T0056 N/A\n", - "53 C00085 T0057 N/A\n", - "53 C00085 T0061 N/A\n", - "53 C00085 T0060 N/A\n", - "54 C00086 T0044 N/A\n", - "54 C00086 T0050 N/A\n", - "54 C00086 T0051 N/A\n", - "54 C00086 T0049 N/A\n", - "54 C00086 T0054 N/A\n", - "54 C00086 T0053 N/A\n", - "54 C00086 T0055 N/A\n", - "55 C00087 T0039 N/A\n", - "55 C00087 T0044 N/A\n", - "55 C00087 T0048 N/A\n", - "55 C00087 T0050 N/A\n", - "55 C00087 T0051 N/A\n", - "55 C00087 T0049 N/A\n", - "55 C00087 T0052 N/A\n", - "55 C00087 T0054 N/A\n", - "55 C00087 T0053 N/A\n", - "55 C00087 T0055 N/A\n", - "55 C00087 T0056 N/A\n", - "56 C00090 T0020 N/A\n", - "56 C00090 T0062 N/A\n", - "56 C00090 T0063 N/A\n", - "57 C00091 T0062 N/A\n", - "57 C00091 T0063 N/A\n", - "57 C00091 T0054 N/A\n", - "57 C00091 T0053 N/A\n", - "57 C00091 T0049 N/A\n", - "58 C00092 T0010 N/A\n", - "58 C00092 T0023 N/A\n", - "58 C00092 T0039 N/A\n", - "58 C00092 T0045 N/A\n", - "58 C00092 T0044 N/A\n", - "58 C00092 T0054 N/A\n", - "58 C00092 T0053 N/A\n", - "58 C00092 T0056 N/A\n", - "59 C00093 T0010 N/A\n", - "59 C00093 T0017 N/A\n", - "59 C00093 T0039 N/A\n", - "59 C00093 T0047 N/A\n", - "59 C00093 T0048 N/A\n", - "59 C00093 T0053 N/A\n", - "60 C00094 T0026 N/A\n", - "61 C00096 T0022 N/A\n", - "61 C00096 T0027 N/A\n", - "61 C00096 T0026 N/A\n", - "61 C00096 T0024 N/A\n", - "61 C00096 T0023 N/A\n", - "61 C00096 T0025 N/A\n", - "62 C00097 T0029 N/A\n", - "62 C00097 T0030 N/A\n", - "62 C00097 T0045 N/A\n", - "62 C00097 T0009 N/A\n", - "62 C00097 T0007 N/A\n", - "62 C00097 T0054 N/A\n", - "62 C00097 T0053 N/A\n", - "63 C00098 T0038 N/A\n", - "63 C00098 T0011 N/A\n", - "64 C00099 T0030 N/A\n", - "64 C00099 T0045 N/A\n", - "64 C00099 T0009 N/A\n", - "64 C00099 T0008 N/A\n", - "64 C00099 T0007 N/A\n", - "65 C00100 T0055 N/A\n", - "66 C00101 T0029 N/A\n", - "66 C00101 T0049 N/A\n", - "66 C00101 T0053 N/A\n", - "66 C00101 T0054 N/A\n", - "67 C00103 T0029 N/A\n", - "67 C00103 T0062 N/A\n", - "67 C00103 T0063 N/A\n", - "67 C00103 T0053 N/A\n", - "68 C00105 T0016 N/A\n", - "68 C00105 T0018 N/A\n", - "69 C00106 T0016 N/A\n", - "70 C00107 T0009 N/A\n", - "70 C00107 T0008 N/A\n", - "70 C00107 T0007 N/A\n", - "70 C00107 T0013 N/A\n", - "70 C00107 T0014 N/A\n", - "70 C00107 T0015 N/A\n", - "70 C00107 T0016 N/A\n", - "70 C00107 T0017 N/A\n", - "70 C00107 T0018 N/A\n", - "70 C00107 T0021 N/A\n", - "70 C00107 T0025 N/A\n", - "70 C00107 T0024 N/A\n", - "70 C00107 T0026 N/A\n", - "70 C00107 T0045 N/A\n", - "70 C00107 T0055 N/A\n", - "70 C00107 T0057 N/A\n", - "70 C00107 T0001 N/A\n", - "70 C00107 T0022 N/A\n", - "70 C00107 T0027 N/A\n", - "70 C00107 T0061 N/A\n", - "72 C00111 T0010 N/A\n", - "73 C00112 T0040 N/A\n", - "73 C00112 T0042 N/A\n", - "74 C00113 T0045 N/A\n", - "75 C00114 T0039 N/A\n", - "75 C00114 T0048 N/A\n", - "76 C00115 T0041 N/A\n", - "76 C00115 T0048 N/A\n", - "76 C00115 T0052 N/A\n", - "76 C00115 T0053 N/A\n", - "76 C00115 T0056 N/A\n", - "77 C00116 T0041 N/A\n", - "78 C00117 T0046 N/A\n", - "78 C00117 T0022 N/A\n", - "78 C00117 T0021 N/A\n", - "78 C00117 T0025 N/A\n", - "78 C00117 T0024 N/A\n", - "78 C00117 T0026 N/A\n", - "78 C00117 T0045 N/A\n", - "78 C00117 T0044 N/A\n", - "78 C00117 T0060 N/A\n", - "79 C00118 T0044 N/A\n", - "79 C00118 T0021 N/A\n", - "79 C00118 T0024 N/A\n", - "80 C00119 T0022 N/A\n", - "80 C00119 T0021 N/A\n", - "80 C00119 T0025 N/A\n", - "80 C00119 T0024 N/A\n", - "80 C00119 T0026 N/A\n", - "80 C00119 T0045 N/A\n", - "80 C00119 T0044 N/A\n", - "80 C00119 T0060 N/A\n", - "81 C00120 T0047 N/A\n", - "81 C00120 T0052 N/A\n", - "81 C00120 T0053 N/A\n", - "81 C00120 T0054 N/A\n", - "81 C00120 T0055 N/A\n", - "81 C00120 T0056 N/A\n", - "82 C00121 T0043 N/A\n", - "83 C00122 T0008 N/A\n", - "83 C00122 T0007 N/A\n", - "83 C00122 T0014 N/A\n", - "83 C00122 T0015 N/A\n", - "83 C00122 T0016 N/A\n", - "83 C00122 T0017 N/A\n", - "83 C00122 T0018 N/A\n", - "83 C00122 T0022 N/A\n", - "83 C00122 T0021 N/A\n", - "83 C00122 T0025 N/A\n", - "83 C00122 T0024 N/A\n", - "83 C00122 T0026 N/A\n", - "83 C00122 T0045 N/A\n", - "83 C00122 T0044 N/A\n", - "83 C00122 T0049 N/A\n", - "83 C00122 T0051 N/A\n", - "83 C00122 T0052 N/A\n", - "83 C00122 T0053 N/A\n", - "83 C00122 T0054 N/A\n", - "83 C00122 T0055 N/A\n", - "83 C00122 T0056 N/A\n", - "83 C00122 T0057 N/A\n", - "83 C00122 T0061 N/A\n", - "83 C00122 T0060 N/A\n", - "84 C00123 T0029 N/A\n", - "84 C00123 T0049 N/A\n", - "84 C00123 T0054 N/A\n", - "84 C00123 T0060 N/A\n", - "85 C00124 T0053 N/A\n", - "85 C00124 T0063 N/A\n", - "86 C00125 T0056 N/A\n", - "86 C00125 T0052 N/A\n", - "86 C00125 T0054 N/A\n", - "86 C00125 T0053 N/A\n", - "86 C00125 T0055 N/A\n", - "86 C00125 T0045 N/A\n", - "86 C00125 T0022 N/A\n", - "86 C00125 T0027 N/A\n", - "86 C00125 T0002 N/A\n", - "86 C00125 T0003 N/A\n", - "86 C00125 T0004 N/A\n", - "86 C00125 T0010 N/A\n", - "87 C00126 T0056 N/A\n", - "87 C00126 T0052 N/A\n", - "87 C00126 T0054 N/A\n", - "87 C00126 T0053 N/A\n", - "87 C00126 T0055 N/A\n", - "87 C00126 T0045 N/A\n", - "87 C00126 T0022 N/A\n", - "87 C00126 T0027 N/A\n", - "87 C00126 T0002 N/A\n", - "87 C00126 T0003 N/A\n", - "87 C00126 T0004 N/A\n", - "87 C00126 T0010 N/A\n", - "87 C00126 T0057 N/A\n", - "88 C00128 T0050 N/A\n", - "88 C00128 T0056 N/A\n", - "88 C00128 T0049 N/A\n", - "88 C00128 T0052 N/A\n", - "88 C00128 T0054 N/A\n", - "88 C00128 T0053 N/A\n", - "88 C00128 T0055 N/A\n", - "88 C00128 T0057 N/A\n", - "88 C00128 T0061 N/A\n", - "89 C00129 T0057 N/A\n", - "89 C00129 T0061 N/A\n", - "89 C00129 T0014 N/A\n", - "89 C00129 T0017 N/A\n", - "89 C00129 T0018 N/A\n", - "90 C00130 T0010 N/A\n", - "91 C00131 T0049 N/A\n", - "91 C00131 T0054 N/A\n", - "91 C00131 T0060 N/A\n", - "92 C00133 T0007 N/A\n", - "92 C00133 T0009 N/A\n", - "92 C00133 T0045 N/A\n", - "92 C00133 T0011 N/A\n", - "92 C00133 T0045 N/A\n", - "93 C00135 T0007 N/A\n", - "93 C00135 T0043 N/A\n", - "94 C00136 T0010 N/A\n", - "94 C00136 T0020 N/A\n", - "94 C00136 T0063 N/A\n", - "95 C00138 T0060 N/A\n", - "95 C00138 T0056 N/A\n", - "98 C00142 T0016 N/A\n", - "99 C00143 T0060 N/A\n", - "99 C00143 T0058 N/A\n", - "99 C00143 T0024 N/A\n", - "100 C00144 T0053 N/A\n", - "101 C00147 T0060 N/A\n", - "102 C00148 T0062 N/A\n", - "102 C00148 T0063 N/A\n", - "103 C00149 T0020 N/A\n", - "103 C00149 T0046 N/A\n", - "103 C00149 T0057 N/A\n", - "103 C00149 T0063 N/A\n", - "104 C00153 T0008 N/A\n", - "104 C00153 T0007 N/A\n", - "104 C00153 T0011 N/A\n", - "104 C00153 T0013 N/A\n", - "104 C00153 T0014 N/A\n", - "104 C00153 T0017 N/A\n", - "104 C00153 T0018 N/A\n", - "104 C00153 T0056 N/A\n", - "104 C00153 T0049 N/A\n", - "104 C00153 T0052 N/A\n", - "104 C00153 T0054 N/A\n", - "104 C00153 T0053 N/A\n", - "104 C00153 T0058 N/A\n", - "104 C00153 T0057 N/A\n", - "104 C00153 T0061 N/A\n", - "105 C00154 T0039 N/A\n", - "105 C00154 T0048 N/A\n", - "105 C00154 T0045 N/A\n", - "106 C00155 T0014 N/A\n", - "106 C00155 T0017 N/A\n", - "107 C00156 T0022 N/A\n", - "107 C00156 T0027 N/A\n", - "107 C00156 T0002 N/A\n", - "107 C00156 T0003 N/A\n", - "107 C00156 T0004 N/A\n", - "107 C00156 T0010 N/A\n", - "109 C00160 T0039 N/A\n", - "109 C00160 T0010 N/A\n", - "109 C00160 T0048 N/A\n", - "110 C00161 T0022 N/A\n", - "110 C00161 T0027 N/A\n", - "110 C00161 T0002 N/A\n", - "110 C00161 T0003 N/A\n", - "110 C00161 T0004 N/A\n", - "111 C00162 T0010 N/A\n", - "111 C00162 T0022 N/A\n", - "111 C00162 T0027 N/A\n", - "111 C00162 T0002 N/A\n", - "111 C00162 T0003 N/A\n", - "111 C00162 T0004 N/A\n", - "111 C00162 T0039 N/A\n", - "111 C00162 T0052 N/A\n", - "111 C00162 T0056 N/A\n", - "111 C00162 T0050 N/A\n", - "112 C00164 T0022 N/A\n", - "112 C00164 T0027 N/A\n", - "112 C00164 T0002 N/A\n", - "112 C00164 T0003 N/A\n", - "112 C00164 T0004 N/A\n", - "113 C00165 T0025 N/A\n", - "114 C00169 T0010 N/A\n", - "114 C00169 T0022 N/A\n", - "114 C00169 T0027 N/A\n", - "114 C00169 T0002 N/A\n", - "114 C00169 T0003 N/A\n", - "114 C00169 T0004 N/A\n", - "114 C00169 T0039 N/A\n", - "116 C00172 T0008 N/A\n", - "116 C00172 T0007 N/A\n", - "116 C00172 T0013 N/A\n", - "117 C00174 T0001 N/A\n", - "117 C00174 T0045 N/A\n", - "117 C00174 T0010 N/A\n", - "117 C00174 T0022 N/A\n", - "117 C00174 T0027 N/A\n", - "117 C00174 T0044 N/A\n", - "118 C00176 T0009 N/A\n", - "118 C00176 T0008 N/A\n", - "118 C00176 T0007 N/A\n", - "118 C00176 T0013 N/A\n", - "118 C00176 T0014 N/A\n", - "118 C00176 T0015 N/A\n", - "118 C00176 T0016 N/A\n", - "118 C00176 T0017 N/A\n", - "118 C00176 T0018 N/A\n", - "118 C00176 T0021 N/A\n", - "118 C00176 T0025 N/A\n", - "118 C00176 T0024 N/A\n", - "118 C00176 T0026 N/A\n", - "118 C00176 T0045 N/A\n", - "118 C00176 T0043 N/A\n", - "118 C00176 T0056 N/A\n", - "118 C00176 T0051 N/A\n", - "118 C00176 T0049 N/A\n", - "118 C00176 T0052 N/A\n", - "118 C00176 T0054 N/A\n", - "118 C00176 T0053 N/A\n", - "118 C00176 T0055 N/A\n", - "118 C00176 T0058 N/A\n", - "118 C00176 T0057 N/A\n", - "118 C00176 T0001 N/A\n", - "118 C00176 T0003 N/A\n", - "118 C00176 T0010 N/A\n", - "118 C00176 T0022 N/A\n", - "118 C00176 T0027 N/A\n", - "118 C00176 T0061 N/A\n", - "119 C00178 T0016 N/A\n", - "119 C00178 T0017 N/A\n", - "119 C00178 T0018 N/A\n", - "119 C00178 T0020 N/A\n", - "120 C00182 T0011 N/A\n", - "120 C00182 T0054 N/A\n", - "121 C00184 T0045 N/A\n", - "121 C00184 T0055 N/A\n", - "121 C00184 T0039 N/A\n", - "121 C00184 T0041 N/A\n", - "121 C00184 T0044 N/A\n", - "121 C00184 T0045 N/A\n", - "121 C00184 T0010 N/A\n", - "122 C00188 T0001 N/A\n", - "122 C00188 T0003 N/A\n", - "122 C00188 T0022 N/A\n", - "122 C00188 T0027 N/A\n", - "122 C00188 T0045 N/A\n", - "122 C00188 T0008 N/A\n", - "122 C00188 T0010 N/A\n", - "122 C00188 T0039 N/A\n", - "122 C00188 T0046 N/A\n", - "123 C00189 T0008 N/A\n", - "123 C00189 T0007 N/A\n", - "123 C00189 T0011 N/A\n", - "123 C00189 T0014 N/A\n", - "123 C00189 T0009 N/A\n", - "124 C00190 T0001 N/A\n", - "124 C00190 T0003 N/A\n", - "124 C00190 T0010 N/A\n", - "124 C00190 T0022 N/A\n", - "124 C00190 T0027 N/A\n", - "124 C00190 T0025 N/A\n", - "125 C00195 T0010 N/A\n", - "125 C00195 T0016 N/A\n", - "125 C00195 T0018 N/A\n", - "125 C00195 T0022 N/A\n", - "125 C00195 T0027 N/A\n", - "125 C00195 T0025 N/A\n", - "125 C00195 T0024 N/A\n", - "125 C00195 T0026 N/A\n", - "125 C00195 T0045 N/A\n", - "125 C00195 T0046 N/A\n", - "125 C00195 T0055 N/A\n", - "126 C00197 T0009 N/A\n", - "126 C00197 T0007 N/A\n", - "126 C00197 T0011 N/A\n", - "127 C00200 T0010 N/A\n", - "127 C00200 T0027 N/A\n", - "127 C00200 T0022 N/A\n", - "127 C00200 T0045 N/A\n", - "127 C00200 T0025 N/A\n", - "128 C00202 T0025 N/A\n", - "129 C00203 T0010 N/A\n", - "129 C00203 T0027 N/A\n", - "129 C00203 T0022 N/A\n", - "129 C00203 T0028 N/A\n", - "129 C00203 T0039 N/A\n", - "129 C00203 T0045 N/A\n", - "129 C00203 T0056 N/A\n", - "129 C00203 T0052 N/A\n", - "130 C00205 T0001 N/A\n", - "130 C00205 T0003 N/A\n", - "130 C00205 T0022 N/A\n", - "130 C00205 T0025 N/A\n", - "130 C00205 T0027 N/A\n", - "132 C00211 T0027 N/A\n", - "132 C00211 T0022 N/A\n", - "132 C00211 T0028 N/A\n", - "132 C00211 T0026 N/A\n", - "132 C00211 T0021 N/A\n", - "132 C00211 T0020 N/A\n", - "132 C00211 T0025 N/A\n", - "132 C00211 T0024 N/A\n", - "132 C00211 T0026 N/A\n", - "132 C00211 T0045 N/A\n", - "132 C00211 T0055 N/A\n", - "132 C00211 T0057 N/A\n", - "133 C00212 T0001 N/A\n", - "133 C00212 T0003 N/A\n", - "133 C00212 T0010 N/A\n", - "133 C00212 T0022 N/A\n", - "134 C00216 T0014 N/A\n", - "134 C00216 T0016 N/A\n", - "134 C00216 T0017 N/A\n", - "134 C00216 T0061 N/A\n", - "134 C00216 T0018 N/A\n", - "134 C00216 T0057 N/A\n", - "135 C00219 T0024 N/A\n", - "135 C00219 T0026 N/A\n", - "135 C00219 T0025 N/A" + " detection_id technique_id summary\n", + "0 F00001 All N/A\n", + "1 F00002 T0049 N/A\n", + "1 F00002 T0052 N/A\n", + "1 F00002 T0053 N/A\n", + "1 F00002 T0054 N/A\n", + "1 F00002 T0059 N/A\n", + "1 F00002 T0060 N/A\n", + "2 F00003 T0019 N/A\n", + "2 F00003 T0021 N/A\n", + "3 F00004 T0057 N/A\n", + "3 F00004 T0061 N/A\n", + "3 F00004 T0010 N/A\n", + "3 F00004 T0039 N/A\n", + "4 F00005 All N/A\n", + "5 F00006 T0007 N/A\n", + "5 F00006 T0014 N/A\n", + "5 F00006 T0010 N/A\n", + "5 F00006 T0019 N/A\n", + "5 F00006 T0021 N/A\n", + "6 F00007 All N/A\n", + "7 F00008 T0052 N/A\n", + "7 F00008 T0053 N/A\n", + "7 F00008 T0054 N/A\n", + "7 F00008 T0060 N/A\n", + "8 F00009 T0007 N/A\n", + "9 F00010 T0007 N/A\n", + "10 F00011 T0007 N/A\n", + "11 F00012 T0007 N/A\n", + "12 F00013 T0008 N/A\n", + "13 F00014 T0008 N/A\n", + "14 F00015 T0007 N/A\n", + "14 F00015 T0009 N/A\n", + "14 F00015 T0015 N/A\n", + "14 F00015 T0045 N/A\n", + "14 F00015 T0057 N/A\n", + "15 F00016 T0010 N/A\n", + "15 F00016 T0017 N/A\n", + "15 F00016 T0018 N/A\n", + "15 F00016 T0029 N/A\n", + "15 F00016 T0039 N/A\n", + "15 F00016 T0048 N/A\n", + "16 F00017 T0001 N/A\n", + "16 F00017 T0039 N/A\n", + "16 F00017 T0053 N/A\n", + "17 F00018 T0009 N/A\n", + "18 F00019 T0011 N/A\n", + "19 F00020 T0011 N/A\n", + "22 F00023 T0011 N/A\n", + "27 F00028 T0025 N/A\n", + "28 F00029 T0006 N/A\n", + "28 F00029 T0019 N/A\n", + "28 F00029 T0050 N/A\n", + "28 F00029 T0056 N/A\n", + "30 F00031 T0019 N/A\n", + "30 F00031 T0056 N/A\n", + "31 F00032 DUPLICATE N/A\n", + "32 F00033 T0013 N/A\n", + "33 F00034 T0049 N/A\n", + "34 F00035 T0006 N/A\n", + "34 F00035 T0019 N/A\n", + "34 F00035 T0050 N/A\n", + "34 F00035 T0056 N/A\n", + "35 F00036 T0020 N/A\n", + "37 F00038 T0010 N/A\n", + "37 F00038 T0039 N/A\n", + "37 F00038 T0043 N/A\n", + "37 F00038 T0057 N/A\n", + "37 F00038 T0061 N/A\n", + "38 F00039 T0024 N/A\n", + "39 F00040 T0024 N/A\n", + "40 F00041 T00029 N/A\n", + "41 F00042 T00029 N/A\n", + "42 F00043 T00030 N/A\n", + "43 F00044 All N/A\n", + "44 F00045 All N/A\n", + "50 F00051 T0009 N/A\n", + "50 F00051 T0045 N/A\n", + "51 F00052 All N/A\n", + "52 F00053 T0049 N/A\n", + "52 F00053 T0050 N/A\n", + "52 F00053 T0052 N/A\n", + "52 F00053 T0053 N/A\n", + "52 F00053 T0054 N/A\n", + "52 F00053 T0055 N/A\n", + "52 F00053 T0056 N/A\n", + "57 F00058 T0007 N/A\n", + "57 F00058 T0009 N/A\n", + "57 F00058 T0011 N/A\n", + "57 F00058 T0014 N/A\n", + "57 F00058 T0017 N/A\n", + "57 F00058 T0018 N/A\n", + "57 F00058 T0045 N/A\n", + "58 F00059 All N/A\n", + "59 F00060 T0039 N/A\n", + "60 F00061 All N/A\n", + "61 F00062 T0007 N/A\n", + "61 F00062 T0011 N/A\n", + "63 F00064 T0011 N/A\n", + "77 F00078 All N/A\n", + "78 F00079 T0029 N/A\n", + "78 F00079 T0047 N/A\n", + "78 F00079 T0049 N/A\n", + "78 F00079 T0054 N/A\n", + "78 F00079 T0055 N/A\n", + "78 F00079 T0060 N/A\n", + "79 F00080 T0029 N/A\n", + "80 F00081 T0049 N/A\n", + "80 F00081 T0050 N/A\n", + "80 F00081 T0052 N/A\n", + "80 F00081 T0053 N/A\n", + "80 F00081 T0054 N/A\n", + "80 F00081 T0055 N/A\n", + "80 F00081 T0056 N/A\n", + "82 F00083 T0012 N/A\n", + "82 F00083 T0021 N/A\n", + "92 F00093 T0011 N/A\n", + "93 F00094 T0013 N/A\n", + "93 F00094 T0008 N/A" ] }, - "execution_count": 24, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ctech" + "dtech" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -13224,7 +10473,7 @@ " \n", " \n", " \n", - " counter_id\n", + " detection_id\n", " tactic_id\n", " main_tactic\n", " summary\n", @@ -13233,1261 +10482,946 @@ " \n", " \n", " 0\n", - " C00028\n", - " TA07\n", + " F00003\n", + " TA06\n", " N\n", " N/A\n", " \n", " \n", " 1\n", - " C00028\n", + " F00003\n", " TA08\n", " N\n", " N/A\n", " \n", " \n", " 2\n", - " C00028\n", + " F00003\n", " TA09\n", " N\n", " N/A\n", " \n", " \n", " 3\n", - " C00028\n", - " TA10\n", + " F00006\n", + " TA05\n", " N\n", " N/A\n", " \n", " \n", " 4\n", - " C00060\n", + " F00006\n", " TA07\n", " N\n", " N/A\n", " \n", " \n", " 5\n", - " C00062\n", - " TA01\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 6\n", - " C00062\n", - " TA02\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 7\n", - " C00062\n", - " TA03\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 8\n", - " C00062\n", - " TA04\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 9\n", - " C00062\n", - " TA05\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 10\n", - " C00062\n", - " TA06\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 11\n", - " C00062\n", - " TA07\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 12\n", - " C00062\n", + " F00006\n", " TA08\n", " N\n", " N/A\n", " \n", " \n", - " 13\n", - " C00062\n", + " 6\n", + " F00006\n", " TA09\n", " N\n", " N/A\n", " \n", " \n", - " 14\n", - " C00062\n", + " 7\n", + " F00006\n", " TA10\n", " N\n", " N/A\n", " \n", " \n", - " 15\n", - " C00062\n", + " 8\n", + " F00006\n", " TA11\n", " N\n", " N/A\n", " \n", " \n", - " 16\n", - " C00062\n", - " TA12\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 17\n", - " C00078\n", + " 9\n", + " F00015\n", " TA07\n", " N\n", " N/A\n", " \n", " \n", + " 10\n", + " F00016\n", + " TA08\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 11\n", + " F00016\n", + " TA09\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 12\n", + " F00016\n", + " TA10\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 13\n", + " F00016\n", + " TA11\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 14\n", + " F00021\n", + " TA03\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 15\n", + " F00021\n", + " TA04\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 16\n", + " F00021\n", + " TA05\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 17\n", + " F00021\n", + " TA06\n", + " N\n", + " N/A\n", + " \n", + " \n", " 18\n", - " C00092\n", + " F00021\n", " TA07\n", " N\n", " N/A\n", " \n", " \n", " 19\n", - " C00092\n", + " F00021\n", " TA08\n", " N\n", " N/A\n", " \n", " \n", " 20\n", - " C00093\n", - " TA07\n", + " F00021\n", + " TA09\n", " N\n", " N/A\n", " \n", " \n", " 21\n", - " C00124\n", - " TA08\n", + " F00021\n", + " TA10\n", " N\n", " N/A\n", " \n", " \n", " 22\n", - " C00124\n", - " TA09\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 23\n", - " C00133\n", - " TA07\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 24\n", - " C00133\n", - " TA09\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 25\n", - " C00133\n", - " TA10\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 26\n", - " C00135\n", - " TA07\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 27\n", - " C00135\n", - " TA09\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 28\n", - " C00135\n", - " TA10\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 29\n", - " C00136\n", - " TA08\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 30\n", - " C00136\n", - " TA09\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 31\n", - " C00136\n", - " TA10\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 32\n", - " C00140\n", - " TA05\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 33\n", - " C00140\n", - " TA09\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 34\n", - " C00140\n", - " TA10\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 35\n", - " C00142\n", - " TA05\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 36\n", - " C00142\n", - " TA09\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 37\n", - " C00142\n", - " TA10\n", - " N\n", - " N/A\n", - " \n", - " \n", - " 38\n", - " C00142\n", + " F00021\n", " TA11\n", " N\n", " N/A\n", " \n", " \n", + " 23\n", + " F00025\n", + " TA01\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 24\n", + " F00025\n", + " TA02\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 25\n", + " F00029\n", + " TA01\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 26\n", + " F00030\n", + " TA03\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 27\n", + " F00030\n", + " TA04\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 28\n", + " F00030\n", + " TA05\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 29\n", + " F00030\n", + " TA06\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 30\n", + " F00030\n", + " TA08\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 31\n", + " F00030\n", + " TA09\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 32\n", + " F00030\n", + " TA10\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 33\n", + " F00031\n", + " TA01\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 34\n", + " F00035\n", + " TA01\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 35\n", + " F00037\n", + " TA01\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 36\n", + " F00046\n", + " TA08\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 37\n", + " F00058\n", + " TA07\n", + " N\n", + " N/A\n", + " \n", + " \n", + " 38\n", + " F00058\n", + " TA09\n", + " N\n", + " N/A\n", + " \n", + " \n", " 39\n", - " C00149\n", - " TA12\n", + " F00058\n", + " TA10\n", " N\n", " N/A\n", " \n", " \n", " 40\n", - " C00006\n", - " TA01\n", - " Y\n", + " F00062\n", + " TA09\n", + " N\n", " N/A\n", " \n", " \n", " 41\n", - " C00008\n", + " F00001\n", " TA01\n", " Y\n", " N/A\n", " \n", " \n", " 42\n", - " C00009\n", - " TA02\n", + " F00002\n", + " TA01\n", " Y\n", " N/A\n", " \n", " \n", " 43\n", - " C00010\n", + " F00003\n", " TA01\n", " Y\n", " N/A\n", " \n", " \n", " 44\n", - " C00011\n", - " TA02\n", + " F00004\n", + " TA01\n", " Y\n", " N/A\n", " \n", " \n", " 45\n", - " C00012\n", + " F00005\n", " TA01\n", " Y\n", " N/A\n", " \n", " \n", " 46\n", - " C00013\n", + " F00006\n", " TA01\n", " Y\n", " N/A\n", " \n", " \n", " 47\n", - " C00014\n", - " TA06\n", + " F00007\n", + " TA02\n", " Y\n", " N/A\n", " \n", " \n", " 48\n", - " C00016\n", - " TA01\n", + " F00008\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 49\n", - " C00017\n", - " TA01\n", + " F00009\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 50\n", - " C00019\n", - " TA01\n", + " F00010\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 51\n", - " C00021\n", - " TA01\n", + " F00011\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 52\n", - " C00022\n", - " TA01\n", + " F00012\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 53\n", - " C00024\n", - " TA01\n", + " F00013\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 54\n", - " C00026\n", - " TA01\n", + " F00014\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 55\n", - " C00027\n", - " TA01\n", + " F00015\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 56\n", - " C00028\n", - " TA02\n", + " F00016\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 57\n", - " C00029\n", - " TA02\n", + " F00017\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 58\n", - " C00030\n", - " TA02\n", + " F00018\n", + " TA03\n", " Y\n", " N/A\n", " \n", " \n", " 59\n", - " C00031\n", - " TA02\n", + " F00019\n", + " TA04\n", " Y\n", " N/A\n", " \n", " \n", " 60\n", - " C00032\n", - " TA06\n", + " F00020\n", + " TA04\n", " Y\n", " N/A\n", " \n", " \n", " 61\n", - " C00034\n", - " TA03\n", + " F00021\n", + " TA04\n", " Y\n", " N/A\n", " \n", " \n", " 62\n", - " C00036\n", - " TA03\n", + " F00022\n", + " TA04\n", " Y\n", " N/A\n", " \n", " \n", " 63\n", - " C00040\n", - " TA03\n", + " F00023\n", + " TA04\n", " Y\n", " N/A\n", " \n", " \n", " 64\n", - " C00042\n", - " TA03\n", + " F00024\n", + " TA04\n", " Y\n", " N/A\n", " \n", " \n", " 65\n", - " C00044\n", - " TA03\n", + " F00025\n", + " TA05\n", " Y\n", " N/A\n", " \n", " \n", " 66\n", - " C00046\n", - " TA03\n", + " F00026\n", + " TA05\n", " Y\n", " N/A\n", " \n", " \n", " 67\n", - " C00047\n", - " TA04\n", + " F00027\n", + " TA05\n", " Y\n", " N/A\n", " \n", " \n", " 68\n", - " C00048\n", - " TA03\n", + " F00028\n", + " TA06\n", " Y\n", " N/A\n", " \n", " \n", " 69\n", - " C00051\n", - " TA03\n", + " F00029\n", + " TA06\n", " Y\n", " N/A\n", " \n", " \n", " 70\n", - " C00052\n", - " TA04\n", + " F00030\n", + " TA06\n", " Y\n", " N/A\n", " \n", " \n", " 71\n", - " C00053\n", - " TA04\n", + " F00031\n", + " TA06\n", " Y\n", " N/A\n", " \n", " \n", " 72\n", - 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"7 C00062 TA03 N N/A\n", - "8 C00062 TA04 N N/A\n", - "9 C00062 TA05 N N/A\n", - "10 C00062 TA06 N N/A\n", - "11 C00062 TA07 N N/A\n", - "12 C00062 TA08 N N/A\n", - "13 C00062 TA09 N N/A\n", - "14 C00062 TA10 N N/A\n", - "15 C00062 TA11 N N/A\n", - "16 C00062 TA12 N N/A\n", - "17 C00078 TA07 N N/A\n", - "18 C00092 TA07 N N/A\n", - "19 C00092 TA08 N N/A\n", - "20 C00093 TA07 N N/A\n", - "21 C00124 TA08 N N/A\n", - "22 C00124 TA09 N N/A\n", - "23 C00133 TA07 N N/A\n", - "24 C00133 TA09 N N/A\n", - "25 C00133 TA10 N N/A\n", - "26 C00135 TA07 N N/A\n", - "27 C00135 TA09 N N/A\n", - "28 C00135 TA10 N N/A\n", - "29 C00136 TA08 N N/A\n", - "30 C00136 TA09 N N/A\n", - "31 C00136 TA10 N N/A\n", - "32 C00140 TA05 N N/A\n", - "33 C00140 TA09 N N/A\n", - "34 C00140 TA10 N N/A\n", - "35 C00142 TA05 N N/A\n", - "36 C00142 TA09 N N/A\n", - "37 C00142 TA10 N N/A\n", - "38 C00142 TA11 N N/A\n", - "39 C00149 TA12 N N/A\n", - "40 C00006 TA01 Y N/A\n", - "41 C00008 TA01 Y N/A\n", - "42 C00009 TA02 Y N/A\n", - "43 C00010 TA01 Y N/A\n", - "44 C00011 TA02 Y N/A\n", - "45 C00012 TA01 Y N/A\n", - "46 C00013 TA01 Y N/A\n", - "47 C00014 TA06 Y N/A\n", - "48 C00016 TA01 Y N/A\n", - "49 C00017 TA01 Y N/A\n", - "50 C00019 TA01 Y N/A\n", - "51 C00021 TA01 Y N/A\n", - "52 C00022 TA01 Y N/A\n", - "53 C00024 TA01 Y N/A\n", - "54 C00026 TA01 Y N/A\n", - "55 C00027 TA01 Y N/A\n", - "56 C00028 TA02 Y N/A\n", - "57 C00029 TA02 Y N/A\n", - "58 C00030 TA02 Y N/A\n", - "59 C00031 TA02 Y N/A\n", - "60 C00032 TA06 Y N/A\n", - "61 C00034 TA03 Y N/A\n", - "62 C00036 TA03 Y N/A\n", - "63 C00040 TA03 Y N/A\n", - "64 C00042 TA03 Y N/A\n", - "65 C00044 TA03 Y N/A\n", - "66 C00046 TA03 Y N/A\n", - "67 C00047 TA04 Y N/A\n", - "68 C00048 TA03 Y N/A\n", - "69 C00051 TA03 Y N/A\n", - "70 C00052 TA04 Y N/A\n", - "71 C00053 TA04 Y N/A\n", - "72 C00056 TA04 Y N/A\n", - "73 C00058 TA03 Y N/A\n", - "74 C00059 TA04 Y N/A\n", - "75 C00060 TA02 Y N/A\n", - "76 C00062 TA04 Y N/A\n", - "77 C00065 TA05 Y N/A\n", - "78 C00066 TA05 Y N/A\n", - "79 C00067 TA03 Y N/A\n", - "80 C00070 TA02 Y N/A\n", - "81 C00071 TA06 Y N/A\n", - "82 C00072 TA06 Y N/A\n", - "83 C00073 TA01 Y N/A\n", - "84 C00074 TA06 Y N/A\n", - "85 C00075 TA06 Y N/A\n", - "86 C00076 TA06 Y N/A\n", - "87 C00077 TA03 Y N/A\n", - "88 C00078 TA06 Y N/A\n", - "89 C00080 TA06 Y N/A\n", - "90 C00081 TA06 Y N/A\n", - "91 C00082 TA06 Y N/A\n", - "92 C00084 TA06 Y N/A\n", - "93 C00085 TA06 Y N/A\n", - "94 C00086 TA06 Y N/A\n", - "95 C00087 TA06 Y N/A\n", - "96 C00090 TA07 Y N/A\n", - "97 C00091 TA06 Y N/A\n", - "98 C00092 TA02 Y N/A\n", - "99 C00093 TA03 Y N/A\n", - "100 C00094 TA06 Y N/A\n", - "101 C00096 TA01 Y N/A\n", - "102 C00097 TA07 Y N/A\n", - "103 C00098 TA07 Y N/A\n", - "104 C00099 TA07 Y N/A\n", - "105 C00100 TA08 Y N/A\n", - "106 C00101 TA07 Y N/A\n", - "107 C00103 TA07 Y N/A\n", - "108 C00105 TA07 Y N/A\n", - "109 C00106 TA06 Y N/A\n", - "110 C00107 TA06 Y N/A\n", - "111 C00109 TA09 Y N/A\n", - "112 C00111 TA01 Y N/A\n", - "113 C00112 TA08 Y N/A\n", - "114 C00113 TA08 Y N/A\n", - "115 C00114 TA08 Y N/A\n", - "116 C00115 TA08 Y N/A\n", - "117 C00116 TA08 Y N/A\n", - "118 C00117 TA08 Y N/A\n", - "119 C00118 TA08 Y N/A\n", - "120 C00119 TA08 Y N/A\n", - "121 C00120 TA08 Y N/A\n", - "122 C00121 TA08 Y N/A\n", - "123 C00122 TA09 Y N/A\n", - "124 C00123 TA09 Y N/A\n", - "125 C00124 TA09 Y N/A\n", - "126 C00125 TA09 Y N/A\n", - "127 C00126 TA09 Y N/A\n", - "128 C00128 TA09 Y N/A\n", - "129 C00129 TA09 Y N/A\n", - "130 C00130 TA05 Y N/A\n", - "131 C00131 TA11 Y N/A\n", - "132 C00133 TA03 Y N/A\n", - "133 C00135 TA04 Y N/A\n", - "134 C00136 TA08 Y N/A\n", - "135 C00138 TA11 Y N/A\n", - "136 C00139 TA11 Y N/A\n", - "137 C00140 TA12 Y N/A\n", - "138 C00142 TA06 Y N/A\n", - "139 C00143 TA11 Y N/A\n", - "140 C00144 TA02 Y N/A\n", - "141 C00147 TA09 Y N/A\n", - "142 C00148 TA12 Y N/A\n", - "143 C00149 TA12 Y N/A\n", - "144 C00153 TA01 Y N/A\n", - "145 C00154 TA08 Y N/A\n", - "146 C00155 TA03 Y N/A\n", - "147 C00156 TA02 Y N/A\n", - "148 C00159 TA01 Y N/A\n", - "149 C00160 TA03 Y N/A\n", - "150 C00161 TA01 Y N/A\n", - "151 C00162 TA04 Y N/A\n", - "152 C00164 TA02 Y N/A\n", - "153 C00165 TA06 Y N/A\n", - "154 C00169 TA02 Y N/A\n", - "155 C00170 TA01 Y N/A\n", - "156 C00172 TA04 Y N/A\n", - "157 C00174 TA01 Y N/A\n", - "158 C00176 TA01 Y N/A\n", - "159 C00178 TA05 Y N/A\n", - "160 C00182 TA09 Y N/A\n", - "161 C00184 TA08 Y N/A\n", - "162 C00188 TA08 Y N/A\n", - "163 C00189 TA03 Y N/A\n", - "164 C00190 TA01 Y N/A\n", - "165 C00195 TA07 Y N/A\n", - "166 C00197 TA03 Y N/A\n", - "167 C00200 TA09 Y N/A\n", - "168 C00202 TA06 Y N/A\n", - "169 C00203 TA04 Y N/A\n", - "170 C00205 TA01 Y N/A\n", - "171 C00207 TA02 Y N/A\n", - "172 C00211 TA09 Y N/A\n", - "173 C00212 TA01 Y N/A\n", - "174 C00216 TA05 Y N/A\n", - "175 C00219 TA06 Y N/A\n", - "176 C00220 TA01 Y N/A\n", - "177 C00221 TA01 Y N/A\n", - "178 C00222 TA02 Y N/A\n", - "179 C00223 TA01 Y N/A" + " detection_id tactic_id main_tactic summary\n", + "0 F00003 TA06 N N/A\n", + "1 F00003 TA08 N N/A\n", + "2 F00003 TA09 N N/A\n", + "3 F00006 TA05 N N/A\n", + "4 F00006 TA07 N N/A\n", + "5 F00006 TA08 N N/A\n", + "6 F00006 TA09 N N/A\n", + "7 F00006 TA10 N N/A\n", + "8 F00006 TA11 N N/A\n", + "9 F00015 TA07 N N/A\n", + "10 F00016 TA08 N N/A\n", + "11 F00016 TA09 N N/A\n", + "12 F00016 TA10 N N/A\n", + "13 F00016 TA11 N N/A\n", + "14 F00021 TA03 N N/A\n", + "15 F00021 TA04 N N/A\n", + "16 F00021 TA05 N N/A\n", + "17 F00021 TA06 N N/A\n", + "18 F00021 TA07 N N/A\n", + "19 F00021 TA08 N N/A\n", + "20 F00021 TA09 N N/A\n", + "21 F00021 TA10 N N/A\n", + "22 F00021 TA11 N N/A\n", + "23 F00025 TA01 N N/A\n", + "24 F00025 TA02 N N/A\n", + "25 F00029 TA01 N N/A\n", + "26 F00030 TA03 N N/A\n", + "27 F00030 TA04 N N/A\n", + "28 F00030 TA05 N N/A\n", + "29 F00030 TA06 N N/A\n", + "30 F00030 TA08 N N/A\n", + "31 F00030 TA09 N N/A\n", + "32 F00030 TA10 N N/A\n", + "33 F00031 TA01 N N/A\n", + "34 F00035 TA01 N N/A\n", + "35 F00037 TA01 N N/A\n", + "36 F00046 TA08 N N/A\n", + "37 F00058 TA07 N N/A\n", + "38 F00058 TA09 N N/A\n", + "39 F00058 TA10 N N/A\n", + "40 F00062 TA09 N N/A\n", + "41 F00001 TA01 Y N/A\n", + "42 F00002 TA01 Y N/A\n", + "43 F00003 TA01 Y N/A\n", + "44 F00004 TA01 Y N/A\n", + "45 F00005 TA01 Y N/A\n", + "46 F00006 TA01 Y N/A\n", + "47 F00007 TA02 Y N/A\n", + "48 F00008 TA03 Y N/A\n", + "49 F00009 TA03 Y N/A\n", + "50 F00010 TA03 Y N/A\n", + "51 F00011 TA03 Y N/A\n", + "52 F00012 TA03 Y N/A\n", + "53 F00013 TA03 Y N/A\n", + "54 F00014 TA03 Y N/A\n", + "55 F00015 TA03 Y N/A\n", + "56 F00016 TA03 Y N/A\n", + "57 F00017 TA03 Y N/A\n", + "58 F00018 TA03 Y N/A\n", + "59 F00019 TA04 Y N/A\n", + "60 F00020 TA04 Y N/A\n", + "61 F00021 TA04 Y N/A\n", + "62 F00022 TA04 Y N/A\n", + "63 F00023 TA04 Y N/A\n", + "64 F00024 TA04 Y N/A\n", + "65 F00025 TA05 Y N/A\n", + "66 F00026 TA05 Y N/A\n", + "67 F00027 TA05 Y N/A\n", + "68 F00028 TA06 Y N/A\n", + "69 F00029 TA06 Y N/A\n", + "70 F00030 TA06 Y N/A\n", + "71 F00031 TA06 Y N/A\n", + "72 F00032 TA06 Y N/A\n", + "73 F00033 TA06 Y N/A\n", + "74 F00034 TA06 Y N/A\n", + "75 F00035 TA06 Y N/A\n", + "76 F00036 TA06 Y N/A\n", + "77 F00037 TA06 Y N/A\n", + "78 F00038 TA06 Y N/A\n", + "79 F00039 TA06 Y N/A\n", + "80 F00040 TA06 Y N/A\n", + "81 F00041 TA07 Y N/A\n", + "82 F00042 TA07 Y N/A\n", + "83 F00043 TA07 Y N/A\n", + "84 F00044 TA08 Y N/A\n", + "85 F00045 TA08 Y N/A\n", + "86 F00046 TA08 Y N/A\n", + "87 F00047 TA08 Y N/A\n", + "88 F00048 TA08 Y N/A\n", + "89 F00049 TA08 Y N/A\n", + "90 F00050 TA08 Y N/A\n", + "91 F00051 TA09 Y N/A\n", + "92 F00052 TA09 Y N/A\n", + "93 F00053 TA09 Y N/A\n", + "94 F00054 TA09 Y N/A\n", + "95 F00055 TA09 Y N/A\n", + "96 F00056 TA09 Y N/A\n", + "97 F00057 TA09 Y N/A\n", + "98 F00058 TA10 Y N/A\n", + "99 F00059 TA10 Y N/A\n", + "100 F00060 TA10 Y N/A\n", + "101 F00061 TA10 Y N/A\n", + "102 F00062 TA11 Y N/A\n", + "103 F00063 TA11 Y N/A\n", + "104 F00064 TA11 Y N/A\n", + "105 F00065 TA11 Y N/A\n", + "106 F00066 TA11 Y N/A\n", + "107 F00067 Y N/A\n", + "108 F00068 Y N/A\n", + "109 F00069 Y N/A\n", + "110 F00070 ALL Y N/A\n", + "111 F00071 Y N/A\n", + "112 F00072 Y N/A\n", + "113 F00073 Y N/A\n", + "114 F00074 Y N/A\n", + "115 F00075 Y N/A\n", + "116 F00076 Y N/A\n", + "117 F00077 TA03 Y N/A\n", + "118 F00078 TA03 Y N/A\n", + "119 F00079 TA05 Y N/A\n", + "120 F00080 TA07 Y N/A\n", + "121 F00081 TA09 Y N/A\n", + "122 F00082 TA11 Y N/A\n", + "123 F00083 TA11 Y N/A\n", + "124 F00084 TA03 Y N/A\n", + "125 F00085 Y N/A\n", + "126 F00086 TA02 Y N/A\n", + "127 F00087 Y N/A\n", + "128 F00088 Y N/A\n", + "129 F00089 TA04 Y N/A\n", + "130 F00090 TA01 Y N/A\n", + "131 F00091 TA01 Y N/A\n", + "132 F00092 TA09 Y N/A\n", + "133 F00093 TA03 Y N/A\n", + "134 F00094 TA07 Y N/A" ] }, - "execution_count": 25, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ctact" + "dtact" ] }, { diff --git a/HTML_GENERATING_CODE/__pycache__/generate_amitt_ttps.cpython-38.pyc b/HTML_GENERATING_CODE/__pycache__/generate_amitt_ttps.cpython-38.pyc index b9db96c..ca79b1f 100644 Binary files a/HTML_GENERATING_CODE/__pycache__/generate_amitt_ttps.cpython-38.pyc and b/HTML_GENERATING_CODE/__pycache__/generate_amitt_ttps.cpython-38.pyc differ diff --git a/HTML_GENERATING_CODE/amittsite.sqlite b/HTML_GENERATING_CODE/amittsite.sqlite new file mode 100644 index 0000000..aaec1d4 Binary files /dev/null and b/HTML_GENERATING_CODE/amittsite.sqlite differ diff --git a/HTML_GENERATING_CODE/generate_amitt_ttps.py b/HTML_GENERATING_CODE/generate_amitt_ttps.py index 51a9750..1a7aacb 100644 --- a/HTML_GENERATING_CODE/generate_amitt_ttps.py +++ b/HTML_GENERATING_CODE/generate_amitt_ttps.py @@ -127,13 +127,19 @@ class Amitt: # Create the data table for each framework file self.num_tactics = len(self.df_tactics) - # Create counters cross-tables + # Create counters and detections cross-tables self.cross_counterid_techniqueid = self.create_cross_table(self.df_counters[['amitt_id', 'techniques']], 'techniques', 'technique', '\n') self.cross_counterid_resourceid = self.create_cross_table(self.df_counters[['amitt_id', 'resources_needed']], 'resources_needed', 'resource', ',') self.cross_counterid_actortypeid = self.create_cross_table(self.df_counters[['amitt_id', 'actortypes']], 'actortypes', 'actortype', ',') + self.cross_detectionid_techniqueid = self.create_cross_table(self.df_detections[['amitt_id', 'techniques']], + 'techniques', 'technique', '\n') + self.cross_detectionid_resourceid = self.create_cross_table(self.df_detections[['amitt_id', 'resources_needed']], + 'resources_needed', 'resource', ',') + self.cross_detectionid_actortypeid = self.create_cross_table(self.df_detections[['amitt_id', 'actortypes']], + 'actortypes', 'actortype', ',') def create_incident_technique_crosstable(self, it_metadata):