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added code to check for name and summary changes across versions

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Sara-Jayne Terp 2022-07-01 13:18:16 +01:00
parent 9f847e4d99
commit a483bf4c80
2 changed files with 766 additions and 40 deletions

403
CODE/.ipynb_checkpoints/generate_csvs_for_mike-checkpoint.ipynb → CODE/.ipynb_checkpoints/check_new_table_updates-checkpoint.ipynb

@ -1198,30 +1198,35 @@
},
{
"cell_type": "code",
"execution_count": 10,
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"dict_keys(['ADMIN_README', 'ADMIN CODES', 'phases', 'tactics', 'techniques', 'countermeasures', 'frameworks', 'tasks', 'detections', 'playbooks', 'responsetypes', 'metatechniques', 'actortypes', 'actortype_framework', 'actortype_sector', 'sectors', 'resources', 'MOE', 'MOP'])"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
"name": "stdout",
"output_type": "stream",
"text": [
"Current keys: dict_keys(['FRAMEWORK_ADMIN_README', 'FRAMEWORK_ADMIN CODES', 'phases', 'tactics', 'techniques', 'subtechniques', 'frameworks', 'tasks', 'detections', 'countermeasures', 'playbooks', 'responsetypes', 'metatechniques', 'actortypes', 'sectors', 'resources', 'MOE', 'MOP'])\n",
"Old keys: dict_keys(['ADMIN_README', 'ADMIN CODES', 'phases', 'tactics', 'techniques', 'countermeasures', 'frameworks', 'tasks', 'detections', 'playbooks', 'responsetypes', 'metatechniques', 'actortypes', 'actortype_framework', 'actortype_sector', 'sectors', 'resources', 'MOE', 'MOP'])\n"
]
}
],
"source": [
"MASTERDATA_DIR = '../DISARM_MASTER_DATA/'\n",
"frameworkfile = MASTERDATA_DIR + 'DISARM_FRAMEWORKS_MASTER.xlsx'\n",
" \n",
"metadata = {}\n",
"xlsx = pd.ExcelFile(frameworkfile)\n",
"for sheetname in xlsx.sheet_names:\n",
" metadata[sheetname] = xlsx.parse(sheetname)\n",
" metadata[sheetname].fillna('', inplace=True)\n",
"metadata.keys()"
"oldframefile = MASTERDATA_DIR + '2022-06-30_DISARM_0_1/DISARM_FRAMEWORKS_MASTER_0_1.xlsx'\n",
"\n",
"def create_excel_metadata(frameworkfile):\n",
" metadata = {}\n",
" xlsx = pd.ExcelFile(frameworkfile)\n",
" for sheetname in xlsx.sheet_names:\n",
" metadata[sheetname] = xlsx.parse(sheetname)\n",
" metadata[sheetname].fillna('', inplace=True)\n",
" return metadata\n",
"\n",
"metadata = create_excel_metadata(frameworkfile)\n",
"oldmeta = create_excel_metadata(oldframefile)\n",
"print('Current keys: {}'.format(metadata.keys()))\n",
"print('Old keys: {}'.format(oldmeta.keys()))"
]
},
{
@ -1963,11 +1968,369 @@
]
},
{
"cell_type": "code",
"execution_count": null,
"cell_type": "markdown",
"metadata": {},
"outputs": [],
"source": []
"source": [
"# Check against last version of framework"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>disarm_id</th>\n",
" <th>name_changed</th>\n",
" <th>summary_changed</th>\n",
" <th>name_x</th>\n",
" <th>name_y</th>\n",
" <th>summary_x</th>\n",
" <th>summary_y</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>P04</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>Assess</td>\n",
" <td>Assess</td>\n",
" <td>Evaluate effectiveness of action, for use in f...</td>\n",
" <td>Evaluate effectiveness of action, for use in f...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" disarm_id name_changed summary_changed name_x name_y \\\n",
"3 P04 False True Assess Assess \n",
"\n",
" summary_x \\\n",
"3 Evaluate effectiveness of action, for use in f... \n",
"\n",
" summary_y \n",
"3 Evaluate effectiveness of action, for use in f... "
]
},
"execution_count": 45,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"def check_version_descriptions(df1, df2):\n",
" merge = df1.merge(df2, on='disarm_id')\n",
" merge['name_changed'] = merge['name_x'] != merge['name_y']\n",
" merge['summary_changed'] = merge['summary_x'] != merge['summary_y']\n",
" return merge[(merge['name_changed']) | (merge['summary_changed'])][['disarm_id', 'name_changed', 'summary_changed', 'name_x', \n",
" 'name_y', 'summary_x', 'summary_y']]\n",
"\n",
"check_version_descriptions(metadata['phases'], oldmeta['phases'])"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>disarm_id</th>\n",
" <th>name_changed</th>\n",
" <th>summary_changed</th>\n",
" <th>name_x</th>\n",
" <th>name_y</th>\n",
" <th>summary_x</th>\n",
" <th>summary_y</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>TA01</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>Plan Strategy</td>\n",
" <td>Strategic Planning</td>\n",
" <td>Define the desired end state, i.e. the set of ...</td>\n",
" <td>Define the desired end state, i.e. the set of ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>TA02</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>Plan Objectives</td>\n",
" <td>Objective Planning</td>\n",
" <td>Set clearly defined, measurable, and achievabl...</td>\n",
" <td>Set clearly defined, measurable, and achievabl...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>TA05</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>Microtarget</td>\n",
" <td>Microtargeting</td>\n",
" <td>Target very specific populations of people</td>\n",
" <td>Target very specific populations of people</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>TA06</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>Develop Content</td>\n",
" <td>Develop Content</td>\n",
" <td></td>\n",
" <td>Create and acquire content used in incident</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>TA07</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>Select Channels and Affordances</td>\n",
" <td>Channel Selection</td>\n",
" <td>Selecting platforms and affordances assesses w...</td>\n",
" <td>Set up specific delivery, amplification and ma...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>TA08</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>Conduct Pump Priming</td>\n",
" <td>Pump Priming</td>\n",
" <td>Release content on a targetted small scale, pr...</td>\n",
" <td>Release content on a targetted small scale, pr...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>TA09</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>Deliver Content</td>\n",
" <td>Exposure</td>\n",
" <td>Release content to general public or larger po...</td>\n",
" <td>Release content to general public or push to l...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>TA10</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>Drive Offline Activity</td>\n",
" <td>Drive Offline Activity</td>\n",
" <td>Move incident/campaign from online to offline....</td>\n",
" <td>Move incident into offline world</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>TA11</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>Persist in the Information Environment</td>\n",
" <td>Persistence</td>\n",
" <td>Persist in the Information Space refers to tak...</td>\n",
" <td>Keep incident 'alive', beyond the incident cre...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>TA12</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>Assess Effectiveness</td>\n",
" <td>Measure Effectiveness</td>\n",
" <td>Assess effectiveness of action, for use in fut...</td>\n",
" <td>Measure effectiveness of incident, for use in ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>TA13</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>Target Audience Analysis</td>\n",
" <td>Conduct Center of Gravity Analysis</td>\n",
" <td>Identifying and analyzing the target audience ...</td>\n",
" <td>Recon/research to identify \"the source of powe...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" disarm_id name_changed summary_changed \\\n",
"0 TA01 True False \n",
"1 TA02 True True \n",
"2 TA05 True False \n",
"3 TA06 False True \n",
"4 TA07 True True \n",
"5 TA08 True True \n",
"6 TA09 True True \n",
"7 TA10 False True \n",
"8 TA11 True True \n",
"9 TA12 True True \n",
"10 TA13 True True \n",
"\n",
" name_x \\\n",
"0 Plan Strategy \n",
"1 Plan Objectives \n",
"2 Microtarget \n",
"3 Develop Content \n",
"4 Select Channels and Affordances \n",
"5 Conduct Pump Priming \n",
"6 Deliver Content \n",
"7 Drive Offline Activity \n",
"8 Persist in the Information Environment \n",
"9 Assess Effectiveness \n",
"10 Target Audience Analysis \n",
"\n",
" name_y \\\n",
"0 Strategic Planning \n",
"1 Objective Planning \n",
"2 Microtargeting \n",
"3 Develop Content \n",
"4 Channel Selection \n",
"5 Pump Priming \n",
"6 Exposure \n",
"7 Drive Offline Activity \n",
"8 Persistence \n",
"9 Measure Effectiveness \n",
"10 Conduct Center of Gravity Analysis \n",
"\n",
" summary_x \\\n",
"0 Define the desired end state, i.e. the set of ... \n",
"1 Set clearly defined, measurable, and achievabl... \n",
"2 Target very specific populations of people \n",
"3 \n",
"4 Selecting platforms and affordances assesses w... \n",
"5 Release content on a targetted small scale, pr... \n",
"6 Release content to general public or larger po... \n",
"7 Move incident/campaign from online to offline.... \n",
"8 Persist in the Information Space refers to tak... \n",
"9 Assess effectiveness of action, for use in fut... \n",
"10 Identifying and analyzing the target audience ... \n",
"\n",
" summary_y \n",
"0 Define the desired end state, i.e. the set of ... \n",
"1 Set clearly defined, measurable, and achievabl... \n",
"2 Target very specific populations of people \n",
"3 Create and acquire content used in incident \n",
"4 Set up specific delivery, amplification and ma... \n",
"5 Release content on a targetted small scale, pr... \n",
"6 Release content to general public or push to l... \n",
"7 Move incident into offline world \n",
"8 Keep incident 'alive', beyond the incident cre... \n",
"9 Measure effectiveness of incident, for use in ... \n",
"10 Recon/research to identify \"the source of powe... "
]
},
"execution_count": 46,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"check_version_descriptions(metadata['tactics'], oldmeta['tactics'])"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>disarm_id</th>\n",
" <th>name_changed</th>\n",
" <th>summary_changed</th>\n",
" <th>name_x</th>\n",
" <th>name_y</th>\n",
" <th>summary_x</th>\n",
" <th>summary_y</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
"Empty DataFrame\n",
"Columns: [disarm_id, name_changed, summary_changed, name_x, name_y, summary_x, summary_y]\n",
"Index: []"
]
},
"execution_count": 47,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"check_version_descriptions(metadata['techniques'], oldmeta['techniques'])"
]
},
{
"cell_type": "code",

403
CODE/generate_csvs_for_mike.ipynb → CODE/check_new_table_updates.ipynb

@ -1198,30 +1198,35 @@
},
{
"cell_type": "code",
"execution_count": 10,
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"dict_keys(['ADMIN_README', 'ADMIN CODES', 'phases', 'tactics', 'techniques', 'countermeasures', 'frameworks', 'tasks', 'detections', 'playbooks', 'responsetypes', 'metatechniques', 'actortypes', 'actortype_framework', 'actortype_sector', 'sectors', 'resources', 'MOE', 'MOP'])"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
"name": "stdout",
"output_type": "stream",
"text": [
"Current keys: dict_keys(['FRAMEWORK_ADMIN_README', 'FRAMEWORK_ADMIN CODES', 'phases', 'tactics', 'techniques', 'subtechniques', 'frameworks', 'tasks', 'detections', 'countermeasures', 'playbooks', 'responsetypes', 'metatechniques', 'actortypes', 'sectors', 'resources', 'MOE', 'MOP'])\n",
"Old keys: dict_keys(['ADMIN_README', 'ADMIN CODES', 'phases', 'tactics', 'techniques', 'countermeasures', 'frameworks', 'tasks', 'detections', 'playbooks', 'responsetypes', 'metatechniques', 'actortypes', 'actortype_framework', 'actortype_sector', 'sectors', 'resources', 'MOE', 'MOP'])\n"
]
}
],
"source": [
"MASTERDATA_DIR = '../DISARM_MASTER_DATA/'\n",
"frameworkfile = MASTERDATA_DIR + 'DISARM_FRAMEWORKS_MASTER.xlsx'\n",
" \n",
"metadata = {}\n",
"xlsx = pd.ExcelFile(frameworkfile)\n",
"for sheetname in xlsx.sheet_names:\n",
" metadata[sheetname] = xlsx.parse(sheetname)\n",
" metadata[sheetname].fillna('', inplace=True)\n",
"metadata.keys()"
"oldframefile = MASTERDATA_DIR + '2022-06-30_DISARM_0_1/DISARM_FRAMEWORKS_MASTER_0_1.xlsx'\n",
"\n",
"def create_excel_metadata(frameworkfile):\n",
" metadata = {}\n",
" xlsx = pd.ExcelFile(frameworkfile)\n",
" for sheetname in xlsx.sheet_names:\n",
" metadata[sheetname] = xlsx.parse(sheetname)\n",
" metadata[sheetname].fillna('', inplace=True)\n",
" return metadata\n",
"\n",
"metadata = create_excel_metadata(frameworkfile)\n",
"oldmeta = create_excel_metadata(oldframefile)\n",
"print('Current keys: {}'.format(metadata.keys()))\n",
"print('Old keys: {}'.format(oldmeta.keys()))"
]
},
{
@ -1963,11 +1968,369 @@
]
},
{
"cell_type": "code",
"execution_count": null,
"cell_type": "markdown",
"metadata": {},
"outputs": [],
"source": []
"source": [
"# Check against last version of framework"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>disarm_id</th>\n",
" <th>name_changed</th>\n",
" <th>summary_changed</th>\n",
" <th>name_x</th>\n",
" <th>name_y</th>\n",
" <th>summary_x</th>\n",
" <th>summary_y</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>P04</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>Assess</td>\n",
" <td>Assess</td>\n",
" <td>Evaluate effectiveness of action, for use in f...</td>\n",
" <td>Evaluate effectiveness of action, for use in f...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" disarm_id name_changed summary_changed name_x name_y \\\n",
"3 P04 False True Assess Assess \n",
"\n",
" summary_x \\\n",
"3 Evaluate effectiveness of action, for use in f... \n",
"\n",
" summary_y \n",
"3 Evaluate effectiveness of action, for use in f... "
]
},
"execution_count": 45,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"def check_version_descriptions(df1, df2):\n",
" merge = df1.merge(df2, on='disarm_id')\n",
" merge['name_changed'] = merge['name_x'] != merge['name_y']\n",
" merge['summary_changed'] = merge['summary_x'] != merge['summary_y']\n",
" return merge[(merge['name_changed']) | (merge['summary_changed'])][['disarm_id', 'name_changed', 'summary_changed', 'name_x', \n",
" 'name_y', 'summary_x', 'summary_y']]\n",
"\n",
"check_version_descriptions(metadata['phases'], oldmeta['phases'])"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>disarm_id</th>\n",
" <th>name_changed</th>\n",
" <th>summary_changed</th>\n",
" <th>name_x</th>\n",
" <th>name_y</th>\n",
" <th>summary_x</th>\n",
" <th>summary_y</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>TA01</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>Plan Strategy</td>\n",
" <td>Strategic Planning</td>\n",
" <td>Define the desired end state, i.e. the set of ...</td>\n",
" <td>Define the desired end state, i.e. the set of ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>TA02</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>Plan Objectives</td>\n",
" <td>Objective Planning</td>\n",
" <td>Set clearly defined, measurable, and achievabl...</td>\n",
" <td>Set clearly defined, measurable, and achievabl...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>TA05</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>Microtarget</td>\n",
" <td>Microtargeting</td>\n",
" <td>Target very specific populations of people</td>\n",
" <td>Target very specific populations of people</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>TA06</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>Develop Content</td>\n",
" <td>Develop Content</td>\n",
" <td></td>\n",
" <td>Create and acquire content used in incident</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>TA07</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>Select Channels and Affordances</td>\n",
" <td>Channel Selection</td>\n",
" <td>Selecting platforms and affordances assesses w...</td>\n",
" <td>Set up specific delivery, amplification and ma...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>TA08</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>Conduct Pump Priming</td>\n",
" <td>Pump Priming</td>\n",
" <td>Release content on a targetted small scale, pr...</td>\n",
" <td>Release content on a targetted small scale, pr...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>TA09</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>Deliver Content</td>\n",
" <td>Exposure</td>\n",
" <td>Release content to general public or larger po...</td>\n",
" <td>Release content to general public or push to l...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>TA10</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>Drive Offline Activity</td>\n",
" <td>Drive Offline Activity</td>\n",
" <td>Move incident/campaign from online to offline....</td>\n",
" <td>Move incident into offline world</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>TA11</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>Persist in the Information Environment</td>\n",
" <td>Persistence</td>\n",
" <td>Persist in the Information Space refers to tak...</td>\n",
" <td>Keep incident 'alive', beyond the incident cre...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>TA12</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>Assess Effectiveness</td>\n",
" <td>Measure Effectiveness</td>\n",
" <td>Assess effectiveness of action, for use in fut...</td>\n",
" <td>Measure effectiveness of incident, for use in ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>TA13</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>Target Audience Analysis</td>\n",
" <td>Conduct Center of Gravity Analysis</td>\n",
" <td>Identifying and analyzing the target audience ...</td>\n",
" <td>Recon/research to identify \"the source of powe...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" disarm_id name_changed summary_changed \\\n",
"0 TA01 True False \n",
"1 TA02 True True \n",
"2 TA05 True False \n",
"3 TA06 False True \n",
"4 TA07 True True \n",
"5 TA08 True True \n",
"6 TA09 True True \n",
"7 TA10 False True \n",
"8 TA11 True True \n",
"9 TA12 True True \n",
"10 TA13 True True \n",
"\n",
" name_x \\\n",
"0 Plan Strategy \n",
"1 Plan Objectives \n",
"2 Microtarget \n",
"3 Develop Content \n",
"4 Select Channels and Affordances \n",
"5 Conduct Pump Priming \n",
"6 Deliver Content \n",
"7 Drive Offline Activity \n",
"8 Persist in the Information Environment \n",
"9 Assess Effectiveness \n",
"10 Target Audience Analysis \n",
"\n",
" name_y \\\n",
"0 Strategic Planning \n",
"1 Objective Planning \n",
"2 Microtargeting \n",
"3 Develop Content \n",
"4 Channel Selection \n",
"5 Pump Priming \n",
"6 Exposure \n",
"7 Drive Offline Activity \n",
"8 Persistence \n",
"9 Measure Effectiveness \n",
"10 Conduct Center of Gravity Analysis \n",
"\n",
" summary_x \\\n",
"0 Define the desired end state, i.e. the set of ... \n",
"1 Set clearly defined, measurable, and achievabl... \n",
"2 Target very specific populations of people \n",
"3 \n",
"4 Selecting platforms and affordances assesses w... \n",
"5 Release content on a targetted small scale, pr... \n",
"6 Release content to general public or larger po... \n",
"7 Move incident/campaign from online to offline.... \n",
"8 Persist in the Information Space refers to tak... \n",
"9 Assess effectiveness of action, for use in fut... \n",
"10 Identifying and analyzing the target audience ... \n",
"\n",
" summary_y \n",
"0 Define the desired end state, i.e. the set of ... \n",
"1 Set clearly defined, measurable, and achievabl... \n",
"2 Target very specific populations of people \n",
"3 Create and acquire content used in incident \n",
"4 Set up specific delivery, amplification and ma... \n",
"5 Release content on a targetted small scale, pr... \n",
"6 Release content to general public or push to l... \n",
"7 Move incident into offline world \n",
"8 Keep incident 'alive', beyond the incident cre... \n",
"9 Measure effectiveness of incident, for use in ... \n",
"10 Recon/research to identify \"the source of powe... "
]
},
"execution_count": 46,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"check_version_descriptions(metadata['tactics'], oldmeta['tactics'])"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {},
"outputs": [
{
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},
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