AMITT/HTML_GENERATING_CODE/.ipynb_checkpoints/AMITT_create_website_sql-checkpoint.ipynb
Sara-Jayne Terp 7b18be7238 Separated framework and datasets
Moved incidents into separate master data file.  Added groups and tools to it
2021-07-03 14:57:37 +01:00

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Create AMITT website sql\n",
"\n",
"Creates the sqlite file used as a datasource in the AMITT website tests. "
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"postgres://msenahnnwvuamr:227b5aeb1268572ab2d77f3158aecbdd50326bfff3026ab61aebb0fdcb0953a7@ec2-54-162-119-125.compute-1.amazonaws.com:5432/demudug8oqb3h0\n"
]
}
],
"source": [
"hdatabase = \"postgres://msenahnnwvuamr:227b5aeb1268572ab2d77f3158aecbdd50326bfff3026ab61aebb0fdcb0953a7@ec2-54-162-119-125.compute-1.amazonaws.com:5432/demudug8oqb3h0\"\n",
"print(hdatabase)\n"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"ename": "IntegrityError",
"evalue": "(psycopg2.errors.ForeignKeyViolation) insert or update on table \"counter\" violates foreign key constraint \"counter_tactic_id_fkey\"\nDETAIL: Key (tactic_id)=(TA01) is not present in table \"tactic\".\n\n[SQL: INSERT INTO counter (amitt_id, tactic_id, metatechnique_id, name, summary, id) VALUES (%(amitt_id)s, %(tactic_id)s, %(metatechnique_id)s, %(name)s, %(summary)s, %(id)s)]\n[parameters: ({'amitt_id': 'C00006', 'tactic_id': 'TA01', 'metatechnique_id': 'M004', 'name': 'Charge for social media', 'summary': 'Include a paid-for privacy option, e.g. pay Facebook for an option of them not collecting your personal information. There are examples of this not work, e.g. most people dont use proton mail etc. ', 'id': 1}, {'amitt_id': 'C00008', 'tactic_id': 'TA01', 'metatechnique_id': 'M006', 'name': 'Create shared fact-checking database', 'summary': 'Share fact-checking resources - tips, responses, countermessages, across respose groups. Snopes is best-known example of fact-checking sites. ', 'id': 2}, {'amitt_id': 'C00009', 'tactic_id': 'TA02', 'metatechnique_id': 'M001', 'name': 'Educate high profile influencers on best practices', 'summary': 'Find online influencers. Provide training in the mechanisms of disinformation, how to spot campaigns, and/or how to contribute to responses by countermessaging, boosting information sites etc. ', 'id': 3}, {'amitt_id': 'C00010', 'tactic_id': 'TA01', 'metatechnique_id': 'M004', 'name': 'Enhanced privacy regulation for social media', 'summary': 'Implement stronger privacy standards, to reduce the ability to microtarget community members. ', 'id': 4}, {'amitt_id': 'C00011', 'tactic_id': 'TA02', 'metatechnique_id': 'M001', 'name': 'Media literacy. Games to identify fake news', 'summary': 'Create and use games to show people the mechanics of disinformation, and how to counter them. ', 'id': 5}, {'amitt_id': 'C00012', 'tactic_id': 'TA01', 'metatechnique_id': 'M007', 'name': 'Platform regulation', 'summary': 'Empower existing regulators to govern social media. Also covers Destroy. Includes: Include the role of social media in the regulatory framework for ... (288 characters truncated) ... dia police disinformation - example: German model: facebook forced to police content by law. Includes: Use fraud legislation to clean up social media', 'id': 6}, {'amitt_id': 'C00013', 'tactic_id': 'TA01', 'metatechnique_id': 'M006', 'name': 'Rating framework for news', 'summary': 'This is \"strategic innoculation\", raising the standards of what people expect in terms of evidence when consuming news. Example: journalistic ethics, or journalistic licensing body. Include full transcripts, link source, add items. ', 'id': 7}, {'amitt_id': 'C00014', 'tactic_id': 'TA06', 'metatechnique_id': 'M006', 'name': 'Real-time updates to fact-checking database', 'summary': 'Update fact-checking databases and resources in real time. Especially import for time-limited events like natural disasters. Existing examples at Buzzfeed and Fema.', 'id': 8} ... displaying 10 of 140 total bound parameter sets ... {'amitt_id': 'C00222', 'tactic_id': 'TA02', 'metatechnique_id': 'M007', 'name': 'Tabletop simulations', 'summary': 'Simulate misinformation and disinformation campaigns, and responses to them, before campaigns happen. ', 'id': 139}, {'amitt_id': 'C00223', 'tactic_id': 'TA01', 'metatechnique_id': 'M001', 'name': 'Strengthen Trust in social media platforms', 'summary': 'Improve trust in the misinformation responses from social media and other platforms. Examples include creating greater transparancy on their actions and algorithms. ', 'id': 140})]\n(Background on this error at: http://sqlalche.me/e/13/gkpj)",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mForeignKeyViolation\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m~/opt/anaconda3/lib/python3.8/site-packages/sqlalchemy/engine/base.py\u001b[0m in \u001b[0;36m_execute_context\u001b[0;34m(self, dialect, constructor, statement, parameters, *args)\u001b[0m\n\u001b[1;32m 1256\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mevt_handled\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1257\u001b[0;31m self.dialect.do_executemany(\n\u001b[0m\u001b[1;32m 1258\u001b[0m \u001b[0mcursor\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstatement\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparameters\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcontext\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/opt/anaconda3/lib/python3.8/site-packages/sqlalchemy/dialects/postgresql/psycopg2.py\u001b[0m in \u001b[0;36mdo_executemany\u001b[0;34m(self, cursor, statement, parameters, context)\u001b[0m\n\u001b[1;32m 872\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexecutemany_mode\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mEXECUTEMANY_DEFAULT\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 873\u001b[0;31m \u001b[0mcursor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexecutemany\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstatement\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparameters\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 874\u001b[0m \u001b[0;32mreturn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mForeignKeyViolation\u001b[0m: insert or update on table \"counter\" violates foreign key constraint \"counter_tactic_id_fkey\"\nDETAIL: Key (tactic_id)=(TA01) is not present in table \"tactic\".\n",
"\nThe above exception was the direct cause of the following exception:\n",
"\u001b[0;31mIntegrityError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-23-200d5c7b1dde>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 68\u001b[0m \u001b[0;31m#newtable = add_table(amitt.df_actortypes, 'actor_type', ['amitt_id', 'sector_id', 'framework_id', 'name', 'summary'])\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 69\u001b[0m \u001b[0;31m# counter\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 70\u001b[0;31m \u001b[0mnewtable\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0madd_table\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mamitt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdf_counters\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'counter'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'amitt_id'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'tactic_id'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'metatechnique_id'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'name'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'summary'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 71\u001b[0m \u001b[0mnewtable\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0madd_table\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mamitt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdf_detections\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'detection'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'amitt_id'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'tactic_id'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'name'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'summary'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 72\u001b[0m \u001b[0;31m# dataset\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m<ipython-input-23-200d5c7b1dde>\u001b[0m in \u001b[0;36madd_table\u001b[0;34m(dataframe, tablename, columns)\u001b[0m\n\u001b[1;32m 41\u001b[0m \u001b[0mnewtable\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_sql\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtablename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mconn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mif_exists\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'replace'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 42\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 43\u001b[0;31m \u001b[0mnewtable\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_sql\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtablename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mconn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mif_exists\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'append'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 44\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mnewtable\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 45\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/opt/anaconda3/lib/python3.8/site-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36mto_sql\u001b[0;34m(self, name, con, schema, if_exists, index, index_label, chunksize, dtype, method)\u001b[0m\n\u001b[1;32m 2651\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mpandas\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mio\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0msql\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2652\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2653\u001b[0;31m sql.to_sql(\n\u001b[0m\u001b[1;32m 2654\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2655\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/opt/anaconda3/lib/python3.8/site-packages/pandas/io/sql.py\u001b[0m in \u001b[0;36mto_sql\u001b[0;34m(frame, name, con, schema, if_exists, index, index_label, chunksize, dtype, method)\u001b[0m\n\u001b[1;32m 510\u001b[0m )\n\u001b[1;32m 511\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 512\u001b[0;31m pandas_sql.to_sql(\n\u001b[0m\u001b[1;32m 513\u001b[0m \u001b[0mframe\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 514\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/opt/anaconda3/lib/python3.8/site-packages/pandas/io/sql.py\u001b[0m in \u001b[0;36mto_sql\u001b[0;34m(self, frame, name, if_exists, index, index_label, schema, chunksize, dtype, method)\u001b[0m\n\u001b[1;32m 1315\u001b[0m )\n\u001b[1;32m 1316\u001b[0m \u001b[0mtable\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcreate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1317\u001b[0;31m \u001b[0mtable\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mchunksize\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1318\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misdigit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mislower\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1319\u001b[0m \u001b[0;31m# check for potentially case sensitivity issues (GH7815)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/opt/anaconda3/lib/python3.8/site-packages/pandas/io/sql.py\u001b[0m in \u001b[0;36minsert\u001b[0;34m(self, chunksize, method)\u001b[0m\n\u001b[1;32m 753\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 754\u001b[0m \u001b[0mchunk_iter\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mzip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0marr\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstart_i\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0mend_i\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0marr\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mdata_list\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 755\u001b[0;31m \u001b[0mexec_insert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkeys\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mchunk_iter\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 756\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 757\u001b[0m def _query_iterator(\n",
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"\u001b[0;32m~/opt/anaconda3/lib/python3.8/site-packages/sqlalchemy/engine/base.py\u001b[0m in \u001b[0;36m_execute_context\u001b[0;34m(self, dialect, constructor, statement, parameters, *args)\u001b[0m\n\u001b[1;32m 1255\u001b[0m \u001b[0;32mbreak\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1256\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mevt_handled\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1257\u001b[0;31m self.dialect.do_executemany(\n\u001b[0m\u001b[1;32m 1258\u001b[0m \u001b[0mcursor\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstatement\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparameters\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcontext\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1259\u001b[0m )\n",
"\u001b[0;32m~/opt/anaconda3/lib/python3.8/site-packages/sqlalchemy/dialects/postgresql/psycopg2.py\u001b[0m in \u001b[0;36mdo_executemany\u001b[0;34m(self, cursor, statement, parameters, context)\u001b[0m\n\u001b[1;32m 871\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdo_executemany\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcursor\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstatement\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparameters\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcontext\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 872\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexecutemany_mode\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mEXECUTEMANY_DEFAULT\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 873\u001b[0;31m \u001b[0mcursor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexecutemany\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstatement\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparameters\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 874\u001b[0m \u001b[0;32mreturn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 875\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mIntegrityError\u001b[0m: (psycopg2.errors.ForeignKeyViolation) insert or update on table \"counter\" violates foreign key constraint \"counter_tactic_id_fkey\"\nDETAIL: Key (tactic_id)=(TA01) is not present in table \"tactic\".\n\n[SQL: INSERT INTO counter (amitt_id, tactic_id, metatechnique_id, name, summary, id) VALUES (%(amitt_id)s, %(tactic_id)s, %(metatechnique_id)s, %(name)s, %(summary)s, %(id)s)]\n[parameters: ({'amitt_id': 'C00006', 'tactic_id': 'TA01', 'metatechnique_id': 'M004', 'name': 'Charge for social media', 'summary': 'Include a paid-for privacy option, e.g. pay Facebook for an option of them not collecting your personal information. There are examples of this not work, e.g. most people dont use proton mail etc. ', 'id': 1}, {'amitt_id': 'C00008', 'tactic_id': 'TA01', 'metatechnique_id': 'M006', 'name': 'Create shared fact-checking database', 'summary': 'Share fact-checking resources - tips, responses, countermessages, across respose groups. Snopes is best-known example of fact-checking sites. ', 'id': 2}, {'amitt_id': 'C00009', 'tactic_id': 'TA02', 'metatechnique_id': 'M001', 'name': 'Educate high profile influencers on best practices', 'summary': 'Find online influencers. Provide training in the mechanisms of disinformation, how to spot campaigns, and/or how to contribute to responses by countermessaging, boosting information sites etc. ', 'id': 3}, {'amitt_id': 'C00010', 'tactic_id': 'TA01', 'metatechnique_id': 'M004', 'name': 'Enhanced privacy regulation for social media', 'summary': 'Implement stronger privacy standards, to reduce the ability to microtarget community members. ', 'id': 4}, {'amitt_id': 'C00011', 'tactic_id': 'TA02', 'metatechnique_id': 'M001', 'name': 'Media literacy. Games to identify fake news', 'summary': 'Create and use games to show people the mechanics of disinformation, and how to counter them. ', 'id': 5}, {'amitt_id': 'C00012', 'tactic_id': 'TA01', 'metatechnique_id': 'M007', 'name': 'Platform regulation', 'summary': 'Empower existing regulators to govern social media. Also covers Destroy. Includes: Include the role of social media in the regulatory framework for ... (288 characters truncated) ... dia police disinformation - example: German model: facebook forced to police content by law. Includes: Use fraud legislation to clean up social media', 'id': 6}, {'amitt_id': 'C00013', 'tactic_id': 'TA01', 'metatechnique_id': 'M006', 'name': 'Rating framework for news', 'summary': 'This is \"strategic innoculation\", raising the standards of what people expect in terms of evidence when consuming news. Example: journalistic ethics, or journalistic licensing body. Include full transcripts, link source, add items. ', 'id': 7}, {'amitt_id': 'C00014', 'tactic_id': 'TA06', 'metatechnique_id': 'M006', 'name': 'Real-time updates to fact-checking database', 'summary': 'Update fact-checking databases and resources in real time. Especially import for time-limited events like natural disasters. Existing examples at Buzzfeed and Fema.', 'id': 8} ... displaying 10 of 140 total bound parameter sets ... {'amitt_id': 'C00222', 'tactic_id': 'TA02', 'metatechnique_id': 'M007', 'name': 'Tabletop simulations', 'summary': 'Simulate misinformation and disinformation campaigns, and responses to them, before campaigns happen. ', 'id': 139}, {'amitt_id': 'C00223', 'tactic_id': 'TA01', 'metatechnique_id': 'M001', 'name': 'Strengthen Trust in social media platforms', 'summary': 'Improve trust in the misinformation responses from social media and other platforms. Examples include creating greater transparancy on their actions and algorithms. ', 'id': 140})]\n(Background on this error at: http://sqlalche.me/e/13/gkpj)"
]
}
],
"source": [
"# Get AMITT variables\n",
"\n",
"import pandas as pd\n",
"import sqlite3 as sql\n",
"import os\n",
"from sqlalchemy import create_engine\n",
"from generate_amitt_ttps import Amitt\n",
"pd.set_option('display.max_rows', 1000)\n",
"\n",
"\n",
"# Generate AMITT datasets\n",
"amitt = Amitt()\n",
"\n",
"dbasetype = 'heroku' #'postgresql_local' #'sqlite'\n",
"\n",
"\n",
"# Create connection to database\n",
"if dbasetype == 'sqlite':\n",
" # Generate minimal sqlite database from the Amitt variables\n",
" conn = sql.connect('amittsite.sqlite')\n",
"elif dbasetype == 'postgresql_local':\n",
" conn = create_engine('postgresql://sara:@localhost:5432/amittsite')\n",
"else:\n",
" conn = create_engine(\"postgres://msenahnnwvuamr:227b5aeb1268572ab2d77f3158aecbdd50326bfff3026ab61aebb0fdcb0953a7@ec2-54-162-119-125.compute-1.amazonaws.com:5432/demudug8oqb3h0\")\n",
"\n",
" \n",
"# Add table to database \n",
"def add_table(dataframe, tablename, columns): \n",
" # Create sql-appropriate table from dataframe\n",
" colnames = ', '.join(['{} TEXT NOT NULL'.format(col) for col in columns])\n",
" newtable = dataframe[columns].copy().applymap(str)\n",
" newtable['id'] = range(1,len(newtable)+1)\n",
" \n",
" # send to database\n",
" if dbasetype == 'sqlite':\n",
" conn.execute(\"DROP TABLE IF EXISTS {}\".format(tablename))\n",
" conn.execute('''CREATE TABLE {} (id INTEGER PRIMARY KEY AUTOINCREMENT, {});'''.format(tablename, colnames))\n",
" newtable.to_sql(tablename, conn, index=False, if_exists='append')\n",
" conn.commit()\n",
" elif dbasetype == 'postgresql_local':\n",
" newtable.to_sql(tablename, conn, index=False, if_exists='replace')\n",
" else:\n",
" newtable.to_sql(tablename, conn, index=False, if_exists='append')\n",
" return newtable\n",
"\n",
"# Build a cross-table\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':objectcol}, inplace=True)\n",
" ctech['summary'] = 'N/A'\n",
"\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 = 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",
" return(ctech, ctact)\n",
"\n",
"\n",
"#Load all the tables - Heroku needs them in correct order... \n",
"\n",
"#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",
"# metatechnique\n",
"newtable = add_table(amitt.df_metatechniques, 'metatechnique', ['amitt_id', 'name', 'summary'])\n",
"newtable = add_table(amitt.df_phases, 'phase', ['amitt_id', 'name', 'rank', 'summary'])\n",
"# playbook\n",
"# reference\n",
"# response_type\n",
"# sector\n",
"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",
"\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",
"if dbasetype == 'sqlite':\n",
" conn.execute(\"DROP TABLE IF EXISTS {}\".format('users'))\n",
" conn.execute('''CREATE TABLE users (id INTEGER PRIMARY KEY AUTOINCREMENT, username TEXT NOT NULL UNIQUE, password TEXT NOT NULL);''')\n",
" conn.close()\n",
"else:\n",
" dfusers = pd.DataFrame([['test','testing']], columns=['username', 'password'])\n",
" usertable = add_table(dfusers, 'users', ['username', 'password'])\n",
"\n",
"newtable"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## test area"
]
},
{
"cell_type": "code",
"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', 'cross_detectionid_techniqueid', 'cross_detectionid_resourceid', 'cross_detectionid_actortypeid'])\n"
]
},
{
"data": {
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" .dataframe thead th {\n",
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"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>amitt_id</th>\n",
" <th>technique_id</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>C00006</td>\n",
" <td>T0007</td>\n",
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" <td>C00006</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>C00006</td>\n",
" <td>T0054</td>\n",
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" <th>0</th>\n",
" <td>C00006</td>\n",
" <td></td>\n",
" </tr>\n",
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" <td>C00008</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
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" <th>1</th>\n",
" <td>C00008</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
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" <td>C00008</td>\n",
" <td>T0027</td>\n",
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" <td>C00008</td>\n",
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" <td>C00008</td>\n",
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" <td>C00008</td>\n",
" <td>T0009</td>\n",
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" <td>C00008</td>\n",
" <td>T0008</td>\n",
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" <td>C00008</td>\n",
" <td>T0013</td>\n",
" </tr>\n",
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" <td>C00008</td>\n",
" <td>T0014</td>\n",
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" <td>C00008</td>\n",
" <td>T0025</td>\n",
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" <td>C00008</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
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" <td>C00008</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
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" <td>C00008</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
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" <th>1</th>\n",
" <td>C00008</td>\n",
" <td>T0051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>C00008</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>C00008</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>C00009</td>\n",
" <td>T0010</td>\n",
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" <td>C00009</td>\n",
" <td>T0039</td>\n",
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" <td>C00009</td>\n",
" <td>T0044</td>\n",
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" <td>C00009</td>\n",
" <td>T0042</td>\n",
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" <th>2</th>\n",
" <td>C00009</td>\n",
" <td>T0048</td>\n",
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" <td>C00009</td>\n",
" <td>T0055</td>\n",
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" <th>2</th>\n",
" <td>C00009</td>\n",
" <td>T0056</td>\n",
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" <tr>\n",
" <th>3</th>\n",
" <td>C00010</td>\n",
" <td>T0005</td>\n",
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" <td>C00011</td>\n",
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" <td>C00011</td>\n",
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" <td>C00011</td>\n",
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" <td>C00011</td>\n",
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" <th>4</th>\n",
" <td>C00011</td>\n",
" <td>T0008</td>\n",
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" <th>4</th>\n",
" <td>C00011</td>\n",
" <td>T0013</td>\n",
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" <td>C00011</td>\n",
" <td>T0021</td>\n",
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" <td>C00011</td>\n",
" <td>T0025</td>\n",
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" <td>C00011</td>\n",
" <td>T0024</td>\n",
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" <tr>\n",
" <th>4</th>\n",
" <td>C00011</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>C00011</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>C00011</td>\n",
" <td>T0051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>C00011</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>C00011</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0008</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0009</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0013</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0014</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0015</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0043</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0046</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0047</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0048</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0050</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>C00012</td>\n",
" <td>T0061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>C00013</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>C00013</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>C00013</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>C00013</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>C00013</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>C00013</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>C00013</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0009</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0008</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0013</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0014</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>C00014</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0009</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0008</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0013</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0014</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0015</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0043</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0058</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>C00016</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>C00017</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>C00017</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>C00017</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>C00017</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>C00017</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>C00017</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>C00017</td>\n",
" <td>T0023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>C00019</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>C00019</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>C00019</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>C00019</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>C00019</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>C00019</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>C00019</td>\n",
" <td>T0023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>C00019</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>C00019</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>C00019</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>C00019</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>C00021</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>C00021</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>C00021</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>C00021</td>\n",
" <td>T0006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>C00021</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>C00021</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>C00021</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>C00021</td>\n",
" <td>T0023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>C00021</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>C00021</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>C00021</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>C00022</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>C00022</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>C00022</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>C00022</td>\n",
" <td>T0006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>C00022</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>C00022</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>C00022</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>C00022</td>\n",
" <td>T0023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>C00022</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>C00022</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>C00022</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>C00024</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>C00024</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>C00024</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>C00024</td>\n",
" <td>T0006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>C00024</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>C00024</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>C00024</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>C00024</td>\n",
" <td>T0023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>C00024</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>C00024</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>C00024</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>C00026</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>C00026</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>C00027</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>C00027</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>C00027</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>C00027</td>\n",
" <td>T0006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>C00027</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>C00027</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>C00027</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>C00027</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>C00027</td>\n",
" <td>T0023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>C00027</td>\n",
" <td>T0048</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>C00027</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>C00027</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>C00027</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>C00028</td>\n",
" <td>TA07</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>C00028</td>\n",
" <td>TA08</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>C00028</td>\n",
" <td>TA09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>C00028</td>\n",
" <td>TA10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>C00029</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>C00029</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>C00029</td>\n",
" <td>T0006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>C00029</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>C00029</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>C00029</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>C00030</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>C00030</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>C00030</td>\n",
" <td>T0006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>C00030</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>C00030</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>C00030</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>C00031</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>C00031</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>C00031</td>\n",
" <td>T0006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>C00031</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>C00031</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>C00032</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>C00034</td>\n",
" <td>T0009</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>C00034</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>C00034</td>\n",
" <td>T0012</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>C00034</td>\n",
" <td>T0030</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>C00036</td>\n",
" <td>T0005</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>C00036</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>C00036</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>C00036</td>\n",
" <td>T0012</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>C00036</td>\n",
" <td>T0030</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>C00036</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>C00036</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>C00036</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>C00040</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>C00040</td>\n",
" <td>T0009</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>C00040</td>\n",
" <td>T0012</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>C00042</td>\n",
" <td>T0004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>C00042</td>\n",
" <td>T0019</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>C00042</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>C00042</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>C00042</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>C00042</td>\n",
" <td>T0042</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>C00042</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>C00042</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>C00042</td>\n",
" <td>T0059</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>C00044</td>\n",
" <td>T0029</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>C00044</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>C00044</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>C00044</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>C00044</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>C00044</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>C00044</td>\n",
" <td>T0051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>C00044</td>\n",
" <td>T0050</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0048</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>C00046</td>\n",
" <td>T0061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>C00047</td>\n",
" <td>T0063</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>C00047</td>\n",
" <td>T0062</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>C00048</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>C00048</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>C00048</td>\n",
" <td>T0048</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>C00048</td>\n",
" <td>T0051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>C00048</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>C00048</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>C00048</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>C00048</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>C00048</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>C00048</td>\n",
" <td>T0060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>C00048</td>\n",
" <td>T0061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>C00051</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>C00051</td>\n",
" <td>T0012</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>C00052</td>\n",
" <td>T0012</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>C00052</td>\n",
" <td>T0030</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>C00053</td>\n",
" <td>T0011</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>C00053</td>\n",
" <td>T0030</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>C00056</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>C00058</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>C00058</td>\n",
" <td>T0061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>C00059</td>\n",
" <td>T0014</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td>C00060</td>\n",
" <td>TA07</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td>C00060</td>\n",
" <td>T0047</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>C00062</td>\n",
" <td>TA01</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>C00062</td>\n",
" <td>TA02</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>C00062</td>\n",
" <td>TA03</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>C00062</td>\n",
" <td>TA04</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>C00062</td>\n",
" <td>TA05</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>C00062</td>\n",
" <td>TA06</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>C00062</td>\n",
" <td>TA07</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>C00062</td>\n",
" <td>TA08</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>C00062</td>\n",
" <td>TA09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>C00062</td>\n",
" <td>TA10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>C00062</td>\n",
" <td>TA11</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>C00062</td>\n",
" <td>TA12</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td>C00065</td>\n",
" <td>T0018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>C00066</td>\n",
" <td>T0015</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>C00066</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td>C00067</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td>C00067</td>\n",
" <td>T0061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>C00070</td>\n",
" <td>T0008</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>C00070</td>\n",
" <td>T0014</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>C00070</td>\n",
" <td>T0015</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>C00070</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>C00070</td>\n",
" <td>T0046</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>C00070</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>C00070</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>C00070</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>C00070</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>C00070</td>\n",
" <td>T0058</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td>C00071</td>\n",
" <td>T0019</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td>C00071</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>C00072</td>\n",
" <td>T0019</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>C00072</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>C00072</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>C00072</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>C00072</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>C00072</td>\n",
" <td>T0023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>C00072</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>C00072</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>C00072</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>C00072</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>C00072</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0019</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0040</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0048</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>C00073</td>\n",
" <td>T0060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0019</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0043</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0050</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>C00074</td>\n",
" <td>T0060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>45</th>\n",
" <td>C00075</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>C00076</td>\n",
" <td>T0016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>C00076</td>\n",
" <td>T0018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>C00076</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>C00076</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>C00076</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>47</th>\n",
" <td>C00077</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>C00078</td>\n",
" <td>TA07</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>C00078</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>C00078</td>\n",
" <td>T0046</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>C00078</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>C00078</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>C00078</td>\n",
" <td>T0060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>C00080</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>C00080</td>\n",
" <td>T0004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>C00080</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>C00080</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>C00080</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>C00081</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>C00081</td>\n",
" <td>T0004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>C00081</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>C00081</td>\n",
" <td>T0006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>C00081</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>C00081</td>\n",
" <td>T0023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>C00081</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>C00081</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>C00081</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>C00081</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>C00081</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>C00081</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>C00081</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>C00082</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>C00084</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>C00084</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>C00084</td>\n",
" <td>T0004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>C00084</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>C00084</td>\n",
" <td>T0006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>C00084</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>C00084</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>C00084</td>\n",
" <td>T0059</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0008</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>C00085</td>\n",
" <td>T0060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>C00086</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>C00086</td>\n",
" <td>T0050</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>C00086</td>\n",
" <td>T0051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>C00086</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>C00086</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>C00086</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>C00086</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>C00086</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>C00087</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>C00087</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>C00087</td>\n",
" <td>T0048</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>C00087</td>\n",
" <td>T0050</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>C00087</td>\n",
" <td>T0051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>C00087</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>C00087</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>C00087</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>C00087</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>C00087</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>C00087</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>56</th>\n",
" <td>C00090</td>\n",
" <td>T0020</td>\n",
" </tr>\n",
" <tr>\n",
" <th>56</th>\n",
" <td>C00090</td>\n",
" <td>T0062</td>\n",
" </tr>\n",
" <tr>\n",
" <th>56</th>\n",
" <td>C00090</td>\n",
" <td>T0063</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57</th>\n",
" <td>C00091</td>\n",
" <td>T0062</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57</th>\n",
" <td>C00091</td>\n",
" <td>T0063</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57</th>\n",
" <td>C00091</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57</th>\n",
" <td>C00091</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57</th>\n",
" <td>C00091</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>C00092</td>\n",
" <td>TA07</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>C00092</td>\n",
" <td>TA08</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>C00092</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>C00092</td>\n",
" <td>T0023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>C00092</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>C00092</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>C00092</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>C00092</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>C00092</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>C00092</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td>C00093</td>\n",
" <td>TA07</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td>C00093</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td>C00093</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td>C00093</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td>C00093</td>\n",
" <td>T0047</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td>C00093</td>\n",
" <td>T0048</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td>C00093</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>60</th>\n",
" <td>C00094</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>61</th>\n",
" <td>C00096</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>61</th>\n",
" <td>C00096</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>61</th>\n",
" <td>C00096</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>61</th>\n",
" <td>C00096</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>61</th>\n",
" <td>C00096</td>\n",
" <td>T0023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>61</th>\n",
" <td>C00096</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>61</th>\n",
" <td>C00096</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>C00097</td>\n",
" <td>T0029</td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>C00097</td>\n",
" <td>T0030</td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>C00097</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>C00097</td>\n",
" <td>T0009</td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>C00097</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>C00097</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>C00097</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63</th>\n",
" <td>C00098</td>\n",
" <td>T0038</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63</th>\n",
" <td>C00098</td>\n",
" <td>T0011</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64</th>\n",
" <td>C00099</td>\n",
" <td>T0030</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64</th>\n",
" <td>C00099</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64</th>\n",
" <td>C00099</td>\n",
" <td>T0009</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64</th>\n",
" <td>C00099</td>\n",
" <td>T0008</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64</th>\n",
" <td>C00099</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65</th>\n",
" <td>C00100</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66</th>\n",
" <td>C00101</td>\n",
" <td>T0029</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66</th>\n",
" <td>C00101</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66</th>\n",
" <td>C00101</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66</th>\n",
" <td>C00101</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>67</th>\n",
" <td>C00103</td>\n",
" <td>T0029</td>\n",
" </tr>\n",
" <tr>\n",
" <th>67</th>\n",
" <td>C00103</td>\n",
" <td>T0062</td>\n",
" </tr>\n",
" <tr>\n",
" <th>67</th>\n",
" <td>C00103</td>\n",
" <td>T0063</td>\n",
" </tr>\n",
" <tr>\n",
" <th>67</th>\n",
" <td>C00103</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>68</th>\n",
" <td>C00105</td>\n",
" <td>T0016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>68</th>\n",
" <td>C00105</td>\n",
" <td>T0018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>69</th>\n",
" <td>C00106</td>\n",
" <td>T0016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0009</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0008</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0013</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0014</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0015</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>C00107</td>\n",
" <td>T0061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>71</th>\n",
" <td>C00109</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>72</th>\n",
" <td>C00111</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>73</th>\n",
" <td>C00112</td>\n",
" <td>T0040</td>\n",
" </tr>\n",
" <tr>\n",
" <th>73</th>\n",
" <td>C00112</td>\n",
" <td>T0042</td>\n",
" </tr>\n",
" <tr>\n",
" <th>74</th>\n",
" <td>C00113</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>75</th>\n",
" <td>C00114</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>75</th>\n",
" <td>C00114</td>\n",
" <td>T0048</td>\n",
" </tr>\n",
" <tr>\n",
" <th>75</th>\n",
" <td>C00114</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>76</th>\n",
" <td>C00115</td>\n",
" <td>T0041</td>\n",
" </tr>\n",
" <tr>\n",
" <th>76</th>\n",
" <td>C00115</td>\n",
" <td>T0048</td>\n",
" </tr>\n",
" <tr>\n",
" <th>76</th>\n",
" <td>C00115</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>76</th>\n",
" <td>C00115</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>76</th>\n",
" <td>C00115</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>77</th>\n",
" <td>C00116</td>\n",
" <td>T0041</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>C00117</td>\n",
" <td>T0046</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>C00117</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>C00117</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>C00117</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>C00117</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>C00117</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>C00117</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>C00117</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>C00117</td>\n",
" <td>T0060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>C00117</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>79</th>\n",
" <td>C00118</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>79</th>\n",
" <td>C00118</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>79</th>\n",
" <td>C00118</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>C00119</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>C00119</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>C00119</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>C00119</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>C00119</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>C00119</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>C00119</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>C00119</td>\n",
" <td>T0060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>81</th>\n",
" <td>C00120</td>\n",
" <td>T0047</td>\n",
" </tr>\n",
" <tr>\n",
" <th>81</th>\n",
" <td>C00120</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>81</th>\n",
" <td>C00120</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>81</th>\n",
" <td>C00120</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>81</th>\n",
" <td>C00120</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>81</th>\n",
" <td>C00120</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>82</th>\n",
" <td>C00121</td>\n",
" <td>T0043</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0008</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0014</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0015</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>C00122</td>\n",
" <td>T0060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>84</th>\n",
" <td>C00123</td>\n",
" <td>T0029</td>\n",
" </tr>\n",
" <tr>\n",
" <th>84</th>\n",
" <td>C00123</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>84</th>\n",
" <td>C00123</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>84</th>\n",
" <td>C00123</td>\n",
" <td>T0060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85</th>\n",
" <td>C00124</td>\n",
" <td>TA08</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85</th>\n",
" <td>C00124</td>\n",
" <td>TA09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85</th>\n",
" <td>C00124</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85</th>\n",
" <td>C00124</td>\n",
" <td>T0063</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>C00125</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>C00125</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>C00125</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>C00125</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>C00125</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>C00125</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>C00125</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>C00125</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>C00125</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>C00125</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>C00125</td>\n",
" <td>T0004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>C00125</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>C00125</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>C00126</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>C00126</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>C00126</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>C00126</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>C00126</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>C00126</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>C00126</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>C00126</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>C00126</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>C00126</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>C00126</td>\n",
" <td>T0004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>C00126</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>C00126</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>C00128</td>\n",
" <td>T0050</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>C00128</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>C00128</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>C00128</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>C00128</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>C00128</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>C00128</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>C00128</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>C00128</td>\n",
" <td>T0061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>89</th>\n",
" <td>C00129</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>89</th>\n",
" <td>C00129</td>\n",
" <td>T0061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>89</th>\n",
" <td>C00129</td>\n",
" <td>T0014</td>\n",
" </tr>\n",
" <tr>\n",
" <th>89</th>\n",
" <td>C00129</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>89</th>\n",
" <td>C00129</td>\n",
" <td>T0018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90</th>\n",
" <td>C00130</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>91</th>\n",
" <td>C00131</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>91</th>\n",
" <td>C00131</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>91</th>\n",
" <td>C00131</td>\n",
" <td>T0060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>C00133</td>\n",
" <td>TA07</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>C00133</td>\n",
" <td>TA09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>C00133</td>\n",
" <td>TA10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>C00133</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>C00133</td>\n",
" <td>T0009</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>C00133</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>C00133</td>\n",
" <td>T0011</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>C00133</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>93</th>\n",
" <td>C00135</td>\n",
" <td>TA07</td>\n",
" </tr>\n",
" <tr>\n",
" <th>93</th>\n",
" <td>C00135</td>\n",
" <td>TA09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>93</th>\n",
" <td>C00135</td>\n",
" <td>TA10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>93</th>\n",
" <td>C00135</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>93</th>\n",
" <td>C00135</td>\n",
" <td>T0043</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>C00136</td>\n",
" <td>TA08</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>C00136</td>\n",
" <td>TA09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>C00136</td>\n",
" <td>TA10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>C00136</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>C00136</td>\n",
" <td>T0020</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>C00136</td>\n",
" <td>T0063</td>\n",
" </tr>\n",
" <tr>\n",
" <th>95</th>\n",
" <td>C00138</td>\n",
" <td>T0060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>95</th>\n",
" <td>C00138</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96</th>\n",
" <td>C00139</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>97</th>\n",
" <td>C00140</td>\n",
" <td>TA05</td>\n",
" </tr>\n",
" <tr>\n",
" <th>97</th>\n",
" <td>C00140</td>\n",
" <td>TA09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>97</th>\n",
" <td>C00140</td>\n",
" <td>TA10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>C00142</td>\n",
" <td>TA05</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>C00142</td>\n",
" <td>TA09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>C00142</td>\n",
" <td>TA10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>C00142</td>\n",
" <td>TA11</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>C00142</td>\n",
" <td>T0016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>C00142</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>99</th>\n",
" <td>C00143</td>\n",
" <td>T0060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>99</th>\n",
" <td>C00143</td>\n",
" <td>T0058</td>\n",
" </tr>\n",
" <tr>\n",
" <th>99</th>\n",
" <td>C00143</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>100</th>\n",
" <td>C00144</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>101</th>\n",
" <td>C00147</td>\n",
" <td>T0060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>102</th>\n",
" <td>C00148</td>\n",
" <td>T0062</td>\n",
" </tr>\n",
" <tr>\n",
" <th>102</th>\n",
" <td>C00148</td>\n",
" <td>T0063</td>\n",
" </tr>\n",
" <tr>\n",
" <th>102</th>\n",
" <td>C00148</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>103</th>\n",
" <td>C00149</td>\n",
" <td>TA12</td>\n",
" </tr>\n",
" <tr>\n",
" <th>103</th>\n",
" <td>C00149</td>\n",
" <td>T0020</td>\n",
" </tr>\n",
" <tr>\n",
" <th>103</th>\n",
" <td>C00149</td>\n",
" <td>T0046</td>\n",
" </tr>\n",
" <tr>\n",
" <th>103</th>\n",
" <td>C00149</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>103</th>\n",
" <td>C00149</td>\n",
" <td>T0063</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0008</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0011</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0013</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0014</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0058</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>C00153</td>\n",
" <td>T0061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>105</th>\n",
" <td>C00154</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>105</th>\n",
" <td>C00154</td>\n",
" <td>T0048</td>\n",
" </tr>\n",
" <tr>\n",
" <th>105</th>\n",
" <td>C00154</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>106</th>\n",
" <td>C00155</td>\n",
" <td>T0014</td>\n",
" </tr>\n",
" <tr>\n",
" <th>106</th>\n",
" <td>C00155</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>107</th>\n",
" <td>C00156</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>107</th>\n",
" <td>C00156</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>107</th>\n",
" <td>C00156</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>107</th>\n",
" <td>C00156</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>107</th>\n",
" <td>C00156</td>\n",
" <td>T0004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>107</th>\n",
" <td>C00156</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>108</th>\n",
" <td>C00159</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>109</th>\n",
" <td>C00160</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>109</th>\n",
" <td>C00160</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>109</th>\n",
" <td>C00160</td>\n",
" <td>T0048</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110</th>\n",
" <td>C00161</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110</th>\n",
" <td>C00161</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110</th>\n",
" <td>C00161</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110</th>\n",
" <td>C00161</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110</th>\n",
" <td>C00161</td>\n",
" <td>T0004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>C00162</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>C00162</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>C00162</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>C00162</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>C00162</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>C00162</td>\n",
" <td>T0004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>C00162</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>C00162</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>C00162</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>C00162</td>\n",
" <td>T0050</td>\n",
" </tr>\n",
" <tr>\n",
" <th>112</th>\n",
" <td>C00164</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>112</th>\n",
" <td>C00164</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>112</th>\n",
" <td>C00164</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>112</th>\n",
" <td>C00164</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>112</th>\n",
" <td>C00164</td>\n",
" <td>T0004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>112</th>\n",
" <td>C00164</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>113</th>\n",
" <td>C00165</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>114</th>\n",
" <td>C00169</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>114</th>\n",
" <td>C00169</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>114</th>\n",
" <td>C00169</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>114</th>\n",
" <td>C00169</td>\n",
" <td>T0002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>114</th>\n",
" <td>C00169</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>114</th>\n",
" <td>C00169</td>\n",
" <td>T0004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>114</th>\n",
" <td>C00169</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>115</th>\n",
" <td>C00170</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>116</th>\n",
" <td>C00172</td>\n",
" <td>T0008</td>\n",
" </tr>\n",
" <tr>\n",
" <th>116</th>\n",
" <td>C00172</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>116</th>\n",
" <td>C00172</td>\n",
" <td>T0013</td>\n",
" </tr>\n",
" <tr>\n",
" <th>116</th>\n",
" <td>C00172</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>117</th>\n",
" <td>C00174</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>117</th>\n",
" <td>C00174</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>117</th>\n",
" <td>C00174</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>117</th>\n",
" <td>C00174</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>117</th>\n",
" <td>C00174</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>117</th>\n",
" <td>C00174</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0009</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0008</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0013</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0014</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0015</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0043</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0053</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0058</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>C00176</td>\n",
" <td>T0061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>119</th>\n",
" <td>C00178</td>\n",
" <td>T0016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>119</th>\n",
" <td>C00178</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>119</th>\n",
" <td>C00178</td>\n",
" <td>T0018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>119</th>\n",
" <td>C00178</td>\n",
" <td>T0020</td>\n",
" </tr>\n",
" <tr>\n",
" <th>120</th>\n",
" <td>C00182</td>\n",
" <td>T0011</td>\n",
" </tr>\n",
" <tr>\n",
" <th>120</th>\n",
" <td>C00182</td>\n",
" <td>T0054</td>\n",
" </tr>\n",
" <tr>\n",
" <th>121</th>\n",
" <td>C00184</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>121</th>\n",
" <td>C00184</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>121</th>\n",
" <td>C00184</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>121</th>\n",
" <td>C00184</td>\n",
" <td>T0041</td>\n",
" </tr>\n",
" <tr>\n",
" <th>121</th>\n",
" <td>C00184</td>\n",
" <td>T0044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>121</th>\n",
" <td>C00184</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>121</th>\n",
" <td>C00184</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>122</th>\n",
" <td>C00188</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>122</th>\n",
" <td>C00188</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>122</th>\n",
" <td>C00188</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>122</th>\n",
" <td>C00188</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>122</th>\n",
" <td>C00188</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>122</th>\n",
" <td>C00188</td>\n",
" <td>T0008</td>\n",
" </tr>\n",
" <tr>\n",
" <th>122</th>\n",
" <td>C00188</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>122</th>\n",
" <td>C00188</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>122</th>\n",
" <td>C00188</td>\n",
" <td>T0046</td>\n",
" </tr>\n",
" <tr>\n",
" <th>122</th>\n",
" <td>C00188</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>123</th>\n",
" <td>C00189</td>\n",
" <td>T0008</td>\n",
" </tr>\n",
" <tr>\n",
" <th>123</th>\n",
" <td>C00189</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>123</th>\n",
" <td>C00189</td>\n",
" <td>T0011</td>\n",
" </tr>\n",
" <tr>\n",
" <th>123</th>\n",
" <td>C00189</td>\n",
" <td>T0014</td>\n",
" </tr>\n",
" <tr>\n",
" <th>123</th>\n",
" <td>C00189</td>\n",
" <td>T0009</td>\n",
" </tr>\n",
" <tr>\n",
" <th>124</th>\n",
" <td>C00190</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>124</th>\n",
" <td>C00190</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>124</th>\n",
" <td>C00190</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>124</th>\n",
" <td>C00190</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>124</th>\n",
" <td>C00190</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>124</th>\n",
" <td>C00190</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>125</th>\n",
" <td>C00195</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>125</th>\n",
" <td>C00195</td>\n",
" <td>T0016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>125</th>\n",
" <td>C00195</td>\n",
" <td>T0018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>125</th>\n",
" <td>C00195</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>125</th>\n",
" <td>C00195</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>125</th>\n",
" <td>C00195</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>125</th>\n",
" <td>C00195</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>125</th>\n",
" <td>C00195</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>125</th>\n",
" <td>C00195</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>125</th>\n",
" <td>C00195</td>\n",
" <td>T0046</td>\n",
" </tr>\n",
" <tr>\n",
" <th>125</th>\n",
" <td>C00195</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>126</th>\n",
" <td>C00197</td>\n",
" <td>T0009</td>\n",
" </tr>\n",
" <tr>\n",
" <th>126</th>\n",
" <td>C00197</td>\n",
" <td>T0007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>126</th>\n",
" <td>C00197</td>\n",
" <td>T0011</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127</th>\n",
" <td>C00200</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127</th>\n",
" <td>C00200</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127</th>\n",
" <td>C00200</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127</th>\n",
" <td>C00200</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127</th>\n",
" <td>C00200</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>128</th>\n",
" <td>C00202</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>129</th>\n",
" <td>C00203</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>129</th>\n",
" <td>C00203</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>129</th>\n",
" <td>C00203</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>129</th>\n",
" <td>C00203</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>129</th>\n",
" <td>C00203</td>\n",
" <td>T0039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>129</th>\n",
" <td>C00203</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>129</th>\n",
" <td>C00203</td>\n",
" <td>T0056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>129</th>\n",
" <td>C00203</td>\n",
" <td>T0052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>130</th>\n",
" <td>C00205</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>130</th>\n",
" <td>C00205</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>130</th>\n",
" <td>C00205</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>130</th>\n",
" <td>C00205</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>130</th>\n",
" <td>C00205</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>131</th>\n",
" <td>C00207</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>C00211</td>\n",
" <td>T0027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>C00211</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>C00211</td>\n",
" <td>T0028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>C00211</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>C00211</td>\n",
" <td>T0021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>C00211</td>\n",
" <td>T0020</td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>C00211</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>C00211</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>C00211</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>C00211</td>\n",
" <td>T0045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>C00211</td>\n",
" <td>T0055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>C00211</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>133</th>\n",
" <td>C00212</td>\n",
" <td>T0001</td>\n",
" </tr>\n",
" <tr>\n",
" <th>133</th>\n",
" <td>C00212</td>\n",
" <td>T0003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>133</th>\n",
" <td>C00212</td>\n",
" <td>T0010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>133</th>\n",
" <td>C00212</td>\n",
" <td>T0022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>134</th>\n",
" <td>C00216</td>\n",
" <td>T0014</td>\n",
" </tr>\n",
" <tr>\n",
" <th>134</th>\n",
" <td>C00216</td>\n",
" <td>T0016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>134</th>\n",
" <td>C00216</td>\n",
" <td>T0017</td>\n",
" </tr>\n",
" <tr>\n",
" <th>134</th>\n",
" <td>C00216</td>\n",
" <td>T0061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>134</th>\n",
" <td>C00216</td>\n",
" <td>T0018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>134</th>\n",
" <td>C00216</td>\n",
" <td>T0057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>135</th>\n",
" <td>C00219</td>\n",
" <td>T0024</td>\n",
" </tr>\n",
" <tr>\n",
" <th>135</th>\n",
" <td>C00219</td>\n",
" <td>T0026</td>\n",
" </tr>\n",
" <tr>\n",
" <th>135</th>\n",
" <td>C00219</td>\n",
" <td>T0025</td>\n",
" </tr>\n",
" <tr>\n",
" <th>136</th>\n",
" <td>C00220</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>137</th>\n",
" <td>C00221</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>138</th>\n",
" <td>C00222</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>139</th>\n",
" <td>C00223</td>\n",
" <td></td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" amitt_id technique_id\n",
"0 C00006 T0007\n",
"0 C00006 T0015\n",
"0 C00006 T0018\n",
"0 C00006 T0043\n",
"0 C00006 T0053\n",
"0 C00006 T0054\n",
"0 C00006 \n",
"1 C00008 T0001\n",
"1 C00008 T0002\n",
"1 C00008 T0003\n",
"1 C00008 T0027\n",
"1 C00008 T0028\n",
"1 C00008 T0006\n",
"1 C00008 T0009\n",
"1 C00008 T0008\n",
"1 C00008 T0013\n",
"1 C00008 T0014\n",
"1 C00008 T0021\n",
"1 C00008 T0025\n",
"1 C00008 T0024\n",
"1 C00008 T0026\n",
"1 C00008 T0056\n",
"1 C00008 T0051\n",
"1 C00008 T0044\n",
"1 C00008 T0045\n",
"2 C00009 T0010\n",
"2 C00009 T0039\n",
"2 C00009 T0044\n",
"2 C00009 T0042\n",
"2 C00009 T0048\n",
"2 C00009 T0052\n",
"2 C00009 T0053\n",
"2 C00009 T0055\n",
"2 C00009 T0056\n",
"3 C00010 T0005\n",
"3 C00010 T0018\n",
"4 C00011 T0001\n",
"4 C00011 T0002\n",
"4 C00011 T0003\n",
"4 C00011 T0027\n",
"4 C00011 T0028\n",
"4 C00011 T0006\n",
"4 C00011 T0009\n",
"4 C00011 T0008\n",
"4 C00011 T0013\n",
"4 C00011 T0021\n",
"4 C00011 T0025\n",
"4 C00011 T0024\n",
"4 C00011 T0026\n",
"4 C00011 T0056\n",
"4 C00011 T0051\n",
"4 C00011 T0044\n",
"4 C00011 T0045\n",
"5 C00012 T0001\n",
"5 C00012 T0002\n",
"5 C00012 T0003\n",
"5 C00012 T0007\n",
"5 C00012 T0008\n",
"5 C00012 T0009\n",
"5 C00012 T0013\n",
"5 C00012 T0014\n",
"5 C00012 T0015\n",
"5 C00012 T0016\n",
"5 C00012 T0017\n",
"5 C00012 T0018\n",
"5 C00012 T0021\n",
"5 C00012 T0022\n",
"5 C00012 T0024\n",
"5 C00012 T0025\n",
"5 C00012 T0026\n",
"5 C00012 T0043\n",
"5 C00012 T0045\n",
"5 C00012 T0046\n",
"5 C00012 T0047\n",
"5 C00012 T0048\n",
"5 C00012 T0049\n",
"5 C00012 T0050\n",
"5 C00012 T0051\n",
"5 C00012 T0052\n",
"5 C00012 T0053\n",
"5 C00012 T0054\n",
"5 C00012 T0055\n",
"5 C00012 T0056\n",
"5 C00012 T0057\n",
"5 C00012 T0061\n",
"6 C00013 T0001\n",
"6 C00013 T0002\n",
"6 C00013 T0003\n",
"6 C00013 T0027\n",
"6 C00013 T0028\n",
"6 C00013 T0056\n",
"6 C00013 T0052\n",
"7 C00014 T0001\n",
"7 C00014 T0002\n",
"7 C00014 T0003\n",
"7 C00014 T0027\n",
"7 C00014 T0028\n",
"7 C00014 T0006\n",
"7 C00014 T0009\n",
"7 C00014 T0008\n",
"7 C00014 T0013\n",
"7 C00014 T0014\n",
"7 C00014 T0021\n",
"7 C00014 T0025\n",
"7 C00014 T0024\n",
"7 C00014 T0026\n",
"7 C00014 T0056\n",
"7 C00014 T0051\n",
"7 C00014 T0044\n",
"7 C00014 T0045\n",
"8 C00016 T0001\n",
"8 C00016 T0002\n",
"8 C00016 T0003\n",
"8 C00016 T0027\n",
"8 C00016 T0028\n",
"8 C00016 T0009\n",
"8 C00016 T0008\n",
"8 C00016 T0007\n",
"8 C00016 T0013\n",
"8 C00016 T0014\n",
"8 C00016 T0015\n",
"8 C00016 T0016\n",
"8 C00016 T0017\n",
"8 C00016 T0018\n",
"8 C00016 T0022\n",
"8 C00016 T0021\n",
"8 C00016 T0025\n",
"8 C00016 T0024\n",
"8 C00016 T0026\n",
"8 C00016 T0044\n",
"8 C00016 T0045\n",
"8 C00016 T0043\n",
"8 C00016 T0056\n",
"8 C00016 T0051\n",
"8 C00016 T0049\n",
"8 C00016 T0052\n",
"8 C00016 T0054\n",
"8 C00016 T0053\n",
"8 C00016 T0055\n",
"8 C00016 T0058\n",
"8 C00016 T0057\n",
"8 C00016 \n",
"9 C00017 T0001\n",
"9 C00017 T0002\n",
"9 C00017 T0003\n",
"9 C00017 T0027\n",
"9 C00017 T0028\n",
"9 C00017 T0022\n",
"9 C00017 T0023\n",
"10 C00019 T0001\n",
"10 C00019 T0002\n",
"10 C00019 T0003\n",
"10 C00019 T0027\n",
"10 C00019 T0028\n",
"10 C00019 T0022\n",
"10 C00019 T0023\n",
"10 C00019 T0053\n",
"10 C00019 T0044\n",
"10 C00019 T0052\n",
"10 C00019 T0056\n",
"11 C00021 T0001\n",
"11 C00021 T0002\n",
"11 C00021 T0003\n",
"11 C00021 T0006\n",
"11 C00021 T0027\n",
"11 C00021 T0028\n",
"11 C00021 T0022\n",
"11 C00021 T0023\n",
"11 C00021 T0053\n",
"11 C00021 T0044\n",
"11 C00021 \n",
"12 C00022 T0001\n",
"12 C00022 T0002\n",
"12 C00022 T0003\n",
"12 C00022 T0006\n",
"12 C00022 T0027\n",
"12 C00022 T0028\n",
"12 C00022 T0022\n",
"12 C00022 T0023\n",
"12 C00022 T0053\n",
"12 C00022 T0044\n",
"12 C00022 \n",
"13 C00024 T0001\n",
"13 C00024 T0002\n",
"13 C00024 T0003\n",
"13 C00024 T0006\n",
"13 C00024 T0027\n",
"13 C00024 T0028\n",
"13 C00024 T0022\n",
"13 C00024 T0023\n",
"13 C00024 T0053\n",
"13 C00024 T0044\n",
"13 C00024 \n",
"14 C00026 T0001\n",
"14 C00026 T0002\n",
"15 C00027 T0001\n",
"15 C00027 T0002\n",
"15 C00027 T0003\n",
"15 C00027 T0006\n",
"15 C00027 T0027\n",
"15 C00027 T0028\n",
"15 C00027 T0022\n",
"15 C00027 T0021\n",
"15 C00027 T0023\n",
"15 C00027 T0048\n",
"15 C00027 T0053\n",
"15 C00027 T0044\n",
"15 C00027 T0039\n",
"16 C00028 TA07\n",
"16 C00028 TA08\n",
"16 C00028 TA09\n",
"16 C00028 TA10\n",
"17 C00029 T0002\n",
"17 C00029 T0003\n",
"17 C00029 T0006\n",
"17 C00029 T0027\n",
"17 C00029 T0028\n",
"17 C00029 T0022\n",
"18 C00030 T0002\n",
"18 C00030 T0003\n",
"18 C00030 T0006\n",
"18 C00030 T0027\n",
"18 C00030 T0028\n",
"18 C00030 T0022\n",
"19 C00031 T0002\n",
"19 C00031 T0003\n",
"19 C00031 T0006\n",
"19 C00031 T0027\n",
"19 C00031 T0028\n",
"20 C00032 T0055\n",
"21 C00034 T0009\n",
"21 C00034 T0007\n",
"21 C00034 T0012\n",
"21 C00034 T0030\n",
"22 C00036 T0005\n",
"22 C00036 T0007\n",
"22 C00036 T0010\n",
"22 C00036 T0012\n",
"22 C00036 T0030\n",
"22 C00036 T0045\n",
"22 C00036 T0056\n",
"22 C00036 T0057\n",
"23 C00040 T0007\n",
"23 C00040 T0009\n",
"23 C00040 T0012\n",
"24 C00042 T0004\n",
"24 C00042 T0019\n",
"24 C00042 T0022\n",
"24 C00042 T0027\n",
"24 C00042 T0028\n",
"24 C00042 T0042\n",
"24 C00042 T0044\n",
"24 C00042 T0056\n",
"24 C00042 T0059\n",
"25 C00044 T0029\n",
"25 C00044 T0049\n",
"25 C00044 T0054\n",
"25 C00044 T0053\n",
"25 C00044 T0055\n",
"25 C00044 T0056\n",
"25 C00044 T0051\n",
"25 C00044 T0050\n",
"26 C00046 T0010\n",
"26 C00046 T0044\n",
"26 C00046 T0021\n",
"26 C00046 T0022\n",
"26 C00046 T0023\n",
"26 C00046 T0027\n",
"26 C00046 T0039\n",
"26 C00046 T0045\n",
"26 C00046 T0048\n",
"26 C00046 T0051\n",
"26 C00046 T0052\n",
"26 C00046 T0053\n",
"26 C00046 T0054\n",
"26 C00046 T0056\n",
"26 C00046 T0057\n",
"26 C00046 T0060\n",
"26 C00046 T0061\n",
"27 C00047 T0063\n",
"27 C00047 T0062\n",
"28 C00048 T0010\n",
"28 C00048 T0045\n",
"28 C00048 T0048\n",
"28 C00048 T0051\n",
"28 C00048 T0052\n",
"28 C00048 T0053\n",
"28 C00048 T0054\n",
"28 C00048 T0056\n",
"28 C00048 T0057\n",
"28 C00048 T0060\n",
"28 C00048 T0061\n",
"29 C00051 T0010\n",
"29 C00051 T0012\n",
"30 C00052 T0012\n",
"30 C00052 T0030\n",
"31 C00053 T0011\n",
"31 C00053 T0030\n",
"32 C00056 \n",
"33 C00058 T0017\n",
"33 C00058 T0061\n",
"34 C00059 T0014\n",
"35 C00060 TA07\n",
"35 C00060 T0047\n",
"36 C00062 TA01\n",
"36 C00062 TA02\n",
"36 C00062 TA03\n",
"36 C00062 TA04\n",
"36 C00062 TA05\n",
"36 C00062 TA06\n",
"36 C00062 TA07\n",
"36 C00062 TA08\n",
"36 C00062 TA09\n",
"36 C00062 TA10\n",
"36 C00062 TA11\n",
"36 C00062 TA12\n",
"37 C00065 T0018\n",
"38 C00066 T0015\n",
"38 C00066 T0055\n",
"39 C00067 T0017\n",
"39 C00067 T0061\n",
"40 C00070 T0008\n",
"40 C00070 T0014\n",
"40 C00070 T0015\n",
"40 C00070 T0017\n",
"40 C00070 T0046\n",
"40 C00070 T0052\n",
"40 C00070 T0055\n",
"40 C00070 T0057\n",
"40 C00070 T0056\n",
"40 C00070 T0058\n",
"41 C00071 T0019\n",
"41 C00071 T0056\n",
"42 C00072 T0019\n",
"42 C00072 T0010\n",
"42 C00072 T0044\n",
"42 C00072 T0021\n",
"42 C00072 T0022\n",
"42 C00072 T0023\n",
"42 C00072 T0027\n",
"42 C00072 T0039\n",
"42 C00072 T0055\n",
"42 C00072 T0049\n",
"42 C00072 \n",
"43 C00073 T0016\n",
"43 C00073 T0019\n",
"43 C00073 T0056\n",
"43 C00073 T0010\n",
"43 C00073 T0021\n",
"43 C00073 T0022\n",
"43 C00073 T0023\n",
"43 C00073 T0026\n",
"43 C00073 T0025\n",
"43 C00073 T0027\n",
"43 C00073 T0039\n",
"43 C00073 T0040\n",
"43 C00073 T0044\n",
"43 C00073 T0045\n",
"43 C00073 T0048\n",
"43 C00073 T0053\n",
"43 C00073 T0056\n",
"43 C00073 T0060\n",
"44 C00074 T0019\n",
"44 C00074 T0021\n",
"44 C00074 T0022\n",
"44 C00074 T0026\n",
"44 C00074 T0025\n",
"44 C00074 T0043\n",
"44 C00074 T0050\n",
"44 C00074 T0051\n",
"44 C00074 T0049\n",
"44 C00074 T0052\n",
"44 C00074 T0053\n",
"44 C00074 T0054\n",
"44 C00074 T0055\n",
"44 C00074 T0057\n",
"44 C00074 T0061\n",
"44 C00074 T0060\n",
"45 C00075 \n",
"46 C00076 T0016\n",
"46 C00076 T0018\n",
"46 C00076 T0039\n",
"46 C00076 T0044\n",
"46 C00076 T0021\n",
"47 C00077 \n",
"48 C00078 TA07\n",
"48 C00078 T0044\n",
"48 C00078 T0046\n",
"48 C00078 T0056\n",
"48 C00078 T0052\n",
"48 C00078 T0060\n",
"49 C00080 T0003\n",
"49 C00080 T0004\n",
"49 C00080 T0028\n",
"49 C00080 T0022\n",
"49 C00080 T0027\n",
"50 C00081 T0003\n",
"50 C00081 T0004\n",
"50 C00081 T0028\n",
"50 C00081 T0006\n",
"50 C00081 T0022\n",
"50 C00081 T0023\n",
"50 C00081 T0026\n",
"50 C00081 T0027\n",
"50 C00081 T0044\n",
"50 C00081 T0053\n",
"50 C00081 T0054\n",
"50 C00081 T0055\n",
"50 C00081 T0056\n",
"51 C00082 T0002\n",
"51 C00082 T0003\n",
"51 C00082 T0004\n",
"51 C00082 T0028\n",
"51 C00082 T0006\n",
"51 C00082 T0022\n",
"51 C00082 T0023\n",
"51 C00082 T0025\n",
"51 C00082 T0026\n",
"51 C00082 T0027\n",
"51 C00082 T0044\n",
"51 C00082 T0053\n",
"51 C00082 T0054\n",
"51 C00082 T0055\n",
"51 C00082 T0056\n",
"52 C00084 T0002\n",
"52 C00084 T0003\n",
"52 C00084 T0004\n",
"52 C00084 T0028\n",
"52 C00084 T0006\n",
"52 C00084 T0022\n",
"52 C00084 T0027\n",
"52 C00084 T0059\n",
"53 C00085 T0008\n",
"53 C00085 T0007\n",
"53 C00085 T0017\n",
"53 C00085 T0022\n",
"53 C00085 T0021\n",
"53 C00085 T0025\n",
"53 C00085 T0024\n",
"53 C00085 T0026\n",
"53 C00085 T0045\n",
"53 C00085 T0044\n",
"53 C00085 T0049\n",
"53 C00085 T0051\n",
"53 C00085 T0052\n",
"53 C00085 T0053\n",
"53 C00085 T0054\n",
"53 C00085 T0055\n",
"53 C00085 T0056\n",
"53 C00085 T0057\n",
"53 C00085 T0061\n",
"53 C00085 T0060\n",
"54 C00086 T0044\n",
"54 C00086 T0050\n",
"54 C00086 T0051\n",
"54 C00086 T0049\n",
"54 C00086 T0054\n",
"54 C00086 T0053\n",
"54 C00086 T0055\n",
"54 C00086 \n",
"55 C00087 T0039\n",
"55 C00087 T0044\n",
"55 C00087 T0048\n",
"55 C00087 T0050\n",
"55 C00087 T0051\n",
"55 C00087 T0049\n",
"55 C00087 T0052\n",
"55 C00087 T0054\n",
"55 C00087 T0053\n",
"55 C00087 T0055\n",
"55 C00087 T0056\n",
"56 C00090 T0020\n",
"56 C00090 T0062\n",
"56 C00090 T0063\n",
"57 C00091 T0062\n",
"57 C00091 T0063\n",
"57 C00091 T0054\n",
"57 C00091 T0053\n",
"57 C00091 T0049\n",
"58 C00092 TA07\n",
"58 C00092 TA08\n",
"58 C00092 T0010\n",
"58 C00092 T0023\n",
"58 C00092 T0039\n",
"58 C00092 T0045\n",
"58 C00092 T0044\n",
"58 C00092 T0054\n",
"58 C00092 T0053\n",
"58 C00092 T0056\n",
"59 C00093 TA07\n",
"59 C00093 T0010\n",
"59 C00093 T0017\n",
"59 C00093 T0039\n",
"59 C00093 T0047\n",
"59 C00093 T0048\n",
"59 C00093 T0053\n",
"60 C00094 T0026\n",
"61 C00096 T0022\n",
"61 C00096 T0027\n",
"61 C00096 T0026\n",
"61 C00096 T0024\n",
"61 C00096 T0023\n",
"61 C00096 T0025\n",
"61 C00096 \n",
"62 C00097 T0029\n",
"62 C00097 T0030\n",
"62 C00097 T0045\n",
"62 C00097 T0009\n",
"62 C00097 T0007\n",
"62 C00097 T0054\n",
"62 C00097 T0053\n",
"63 C00098 T0038\n",
"63 C00098 T0011\n",
"64 C00099 T0030\n",
"64 C00099 T0045\n",
"64 C00099 T0009\n",
"64 C00099 T0008\n",
"64 C00099 T0007\n",
"65 C00100 T0055\n",
"66 C00101 T0029\n",
"66 C00101 T0049\n",
"66 C00101 T0053\n",
"66 C00101 T0054\n",
"67 C00103 T0029\n",
"67 C00103 T0062\n",
"67 C00103 T0063\n",
"67 C00103 T0053\n",
"68 C00105 T0016\n",
"68 C00105 T0018\n",
"69 C00106 T0016\n",
"70 C00107 T0009\n",
"70 C00107 T0008\n",
"70 C00107 T0007\n",
"70 C00107 T0013\n",
"70 C00107 T0014\n",
"70 C00107 T0015\n",
"70 C00107 T0016\n",
"70 C00107 T0017\n",
"70 C00107 T0018\n",
"70 C00107 T0021\n",
"70 C00107 T0025\n",
"70 C00107 T0024\n",
"70 C00107 T0026\n",
"70 C00107 T0045\n",
"70 C00107 T0055\n",
"70 C00107 T0057\n",
"70 C00107 T0001\n",
"70 C00107 T0022\n",
"70 C00107 T0027\n",
"70 C00107 T0061\n",
"71 C00109 \n",
"72 C00111 T0010\n",
"73 C00112 T0040\n",
"73 C00112 T0042\n",
"74 C00113 T0045\n",
"75 C00114 T0039\n",
"75 C00114 T0048\n",
"75 C00114 \n",
"76 C00115 T0041\n",
"76 C00115 T0048\n",
"76 C00115 T0052\n",
"76 C00115 T0053\n",
"76 C00115 T0056\n",
"77 C00116 T0041\n",
"78 C00117 T0046\n",
"78 C00117 T0022\n",
"78 C00117 T0021\n",
"78 C00117 T0025\n",
"78 C00117 T0024\n",
"78 C00117 T0026\n",
"78 C00117 T0045\n",
"78 C00117 T0044\n",
"78 C00117 T0060\n",
"78 C00117 \n",
"79 C00118 T0044\n",
"79 C00118 T0021\n",
"79 C00118 T0024\n",
"80 C00119 T0022\n",
"80 C00119 T0021\n",
"80 C00119 T0025\n",
"80 C00119 T0024\n",
"80 C00119 T0026\n",
"80 C00119 T0045\n",
"80 C00119 T0044\n",
"80 C00119 T0060\n",
"81 C00120 T0047\n",
"81 C00120 T0052\n",
"81 C00120 T0053\n",
"81 C00120 T0054\n",
"81 C00120 T0055\n",
"81 C00120 T0056\n",
"82 C00121 T0043\n",
"83 C00122 T0008\n",
"83 C00122 T0007\n",
"83 C00122 T0014\n",
"83 C00122 T0015\n",
"83 C00122 T0016\n",
"83 C00122 T0017\n",
"83 C00122 T0018\n",
"83 C00122 T0022\n",
"83 C00122 T0021\n",
"83 C00122 T0025\n",
"83 C00122 T0024\n",
"83 C00122 T0026\n",
"83 C00122 T0045\n",
"83 C00122 T0044\n",
"83 C00122 T0049\n",
"83 C00122 T0051\n",
"83 C00122 T0052\n",
"83 C00122 T0053\n",
"83 C00122 T0054\n",
"83 C00122 T0055\n",
"83 C00122 T0056\n",
"83 C00122 T0057\n",
"83 C00122 T0061\n",
"83 C00122 T0060\n",
"84 C00123 T0029\n",
"84 C00123 T0049\n",
"84 C00123 T0054\n",
"84 C00123 T0060\n",
"85 C00124 TA08\n",
"85 C00124 TA09\n",
"85 C00124 T0053\n",
"85 C00124 T0063\n",
"86 C00125 T0056\n",
"86 C00125 T0052\n",
"86 C00125 T0054\n",
"86 C00125 T0053\n",
"86 C00125 T0055\n",
"86 C00125 T0045\n",
"86 C00125 T0022\n",
"86 C00125 T0027\n",
"86 C00125 T0002\n",
"86 C00125 T0003\n",
"86 C00125 T0004\n",
"86 C00125 T0010\n",
"86 C00125 \n",
"87 C00126 T0056\n",
"87 C00126 T0052\n",
"87 C00126 T0054\n",
"87 C00126 T0053\n",
"87 C00126 T0055\n",
"87 C00126 T0045\n",
"87 C00126 T0022\n",
"87 C00126 T0027\n",
"87 C00126 T0002\n",
"87 C00126 T0003\n",
"87 C00126 T0004\n",
"87 C00126 T0010\n",
"87 C00126 T0057\n",
"88 C00128 T0050\n",
"88 C00128 T0056\n",
"88 C00128 T0049\n",
"88 C00128 T0052\n",
"88 C00128 T0054\n",
"88 C00128 T0053\n",
"88 C00128 T0055\n",
"88 C00128 T0057\n",
"88 C00128 T0061\n",
"89 C00129 T0057\n",
"89 C00129 T0061\n",
"89 C00129 T0014\n",
"89 C00129 T0017\n",
"89 C00129 T0018\n",
"90 C00130 T0010\n",
"91 C00131 T0049\n",
"91 C00131 T0054\n",
"91 C00131 T0060\n",
"92 C00133 TA07\n",
"92 C00133 TA09\n",
"92 C00133 TA10\n",
"92 C00133 T0007\n",
"92 C00133 T0009\n",
"92 C00133 T0045\n",
"92 C00133 T0011\n",
"92 C00133 T0045\n",
"93 C00135 TA07\n",
"93 C00135 TA09\n",
"93 C00135 TA10\n",
"93 C00135 T0007\n",
"93 C00135 T0043\n",
"94 C00136 TA08\n",
"94 C00136 TA09\n",
"94 C00136 TA10\n",
"94 C00136 T0010\n",
"94 C00136 T0020\n",
"94 C00136 T0063\n",
"95 C00138 T0060\n",
"95 C00138 T0056\n",
"96 C00139 \n",
"97 C00140 TA05\n",
"97 C00140 TA09\n",
"97 C00140 TA10\n",
"98 C00142 TA05\n",
"98 C00142 TA09\n",
"98 C00142 TA10\n",
"98 C00142 TA11\n",
"98 C00142 T0016\n",
"98 C00142 \n",
"99 C00143 T0060\n",
"99 C00143 T0058\n",
"99 C00143 T0024\n",
"100 C00144 T0053\n",
"101 C00147 T0060\n",
"102 C00148 T0062\n",
"102 C00148 T0063\n",
"102 C00148 \n",
"103 C00149 TA12\n",
"103 C00149 T0020\n",
"103 C00149 T0046\n",
"103 C00149 T0057\n",
"103 C00149 T0063\n",
"104 C00153 T0008\n",
"104 C00153 T0007\n",
"104 C00153 T0011\n",
"104 C00153 T0013\n",
"104 C00153 T0014\n",
"104 C00153 T0017\n",
"104 C00153 T0018\n",
"104 C00153 T0056\n",
"104 C00153 T0049\n",
"104 C00153 T0052\n",
"104 C00153 T0054\n",
"104 C00153 T0053\n",
"104 C00153 T0058\n",
"104 C00153 T0057\n",
"104 C00153 T0061\n",
"105 C00154 T0039\n",
"105 C00154 T0048\n",
"105 C00154 T0045\n",
"106 C00155 T0014\n",
"106 C00155 T0017\n",
"107 C00156 T0022\n",
"107 C00156 T0027\n",
"107 C00156 T0002\n",
"107 C00156 T0003\n",
"107 C00156 T0004\n",
"107 C00156 T0010\n",
"108 C00159 \n",
"109 C00160 T0039\n",
"109 C00160 T0010\n",
"109 C00160 T0048\n",
"110 C00161 T0022\n",
"110 C00161 T0027\n",
"110 C00161 T0002\n",
"110 C00161 T0003\n",
"110 C00161 T0004\n",
"111 C00162 T0010\n",
"111 C00162 T0022\n",
"111 C00162 T0027\n",
"111 C00162 T0002\n",
"111 C00162 T0003\n",
"111 C00162 T0004\n",
"111 C00162 T0039\n",
"111 C00162 T0052\n",
"111 C00162 T0056\n",
"111 C00162 T0050\n",
"112 C00164 T0022\n",
"112 C00164 T0027\n",
"112 C00164 T0002\n",
"112 C00164 T0003\n",
"112 C00164 T0004\n",
"112 C00164 \n",
"113 C00165 T0025\n",
"114 C00169 T0010\n",
"114 C00169 T0022\n",
"114 C00169 T0027\n",
"114 C00169 T0002\n",
"114 C00169 T0003\n",
"114 C00169 T0004\n",
"114 C00169 T0039\n",
"115 C00170 \n",
"116 C00172 T0008\n",
"116 C00172 T0007\n",
"116 C00172 T0013\n",
"116 C00172 \n",
"117 C00174 T0001\n",
"117 C00174 T0045\n",
"117 C00174 T0010\n",
"117 C00174 T0022\n",
"117 C00174 T0027\n",
"117 C00174 T0044\n",
"118 C00176 T0009\n",
"118 C00176 T0008\n",
"118 C00176 T0007\n",
"118 C00176 T0013\n",
"118 C00176 T0014\n",
"118 C00176 T0015\n",
"118 C00176 T0016\n",
"118 C00176 T0017\n",
"118 C00176 T0018\n",
"118 C00176 T0021\n",
"118 C00176 T0025\n",
"118 C00176 T0024\n",
"118 C00176 T0026\n",
"118 C00176 T0045\n",
"118 C00176 T0043\n",
"118 C00176 T0056\n",
"118 C00176 T0051\n",
"118 C00176 T0049\n",
"118 C00176 T0052\n",
"118 C00176 T0054\n",
"118 C00176 T0053\n",
"118 C00176 T0055\n",
"118 C00176 T0058\n",
"118 C00176 T0057\n",
"118 C00176 T0001\n",
"118 C00176 T0003\n",
"118 C00176 T0010\n",
"118 C00176 T0022\n",
"118 C00176 T0027\n",
"118 C00176 T0061\n",
"119 C00178 T0016\n",
"119 C00178 T0017\n",
"119 C00178 T0018\n",
"119 C00178 T0020\n",
"120 C00182 T0011\n",
"120 C00182 T0054\n",
"121 C00184 T0045\n",
"121 C00184 T0055\n",
"121 C00184 T0039\n",
"121 C00184 T0041\n",
"121 C00184 T0044\n",
"121 C00184 T0045\n",
"121 C00184 T0010\n",
"122 C00188 T0001\n",
"122 C00188 T0003\n",
"122 C00188 T0022\n",
"122 C00188 T0027\n",
"122 C00188 T0045\n",
"122 C00188 T0008\n",
"122 C00188 T0010\n",
"122 C00188 T0039\n",
"122 C00188 T0046\n",
"122 C00188 \n",
"123 C00189 T0008\n",
"123 C00189 T0007\n",
"123 C00189 T0011\n",
"123 C00189 T0014\n",
"123 C00189 T0009\n",
"124 C00190 T0001\n",
"124 C00190 T0003\n",
"124 C00190 T0010\n",
"124 C00190 T0022\n",
"124 C00190 T0027\n",
"124 C00190 T0025\n",
"125 C00195 T0010\n",
"125 C00195 T0016\n",
"125 C00195 T0018\n",
"125 C00195 T0022\n",
"125 C00195 T0027\n",
"125 C00195 T0025\n",
"125 C00195 T0024\n",
"125 C00195 T0026\n",
"125 C00195 T0045\n",
"125 C00195 T0046\n",
"125 C00195 T0055\n",
"126 C00197 T0009\n",
"126 C00197 T0007\n",
"126 C00197 T0011\n",
"127 C00200 T0010\n",
"127 C00200 T0027\n",
"127 C00200 T0022\n",
"127 C00200 T0045\n",
"127 C00200 T0025\n",
"128 C00202 T0025\n",
"129 C00203 T0010\n",
"129 C00203 T0027\n",
"129 C00203 T0022\n",
"129 C00203 T0028\n",
"129 C00203 T0039\n",
"129 C00203 T0045\n",
"129 C00203 T0056\n",
"129 C00203 T0052\n",
"130 C00205 T0001\n",
"130 C00205 T0003\n",
"130 C00205 T0022\n",
"130 C00205 T0025\n",
"130 C00205 T0027\n",
"131 C00207 \n",
"132 C00211 T0027\n",
"132 C00211 T0022\n",
"132 C00211 T0028\n",
"132 C00211 T0026\n",
"132 C00211 T0021\n",
"132 C00211 T0020\n",
"132 C00211 T0025\n",
"132 C00211 T0024\n",
"132 C00211 T0026\n",
"132 C00211 T0045\n",
"132 C00211 T0055\n",
"132 C00211 T0057\n",
"133 C00212 T0001\n",
"133 C00212 T0003\n",
"133 C00212 T0010\n",
"133 C00212 T0022\n",
"134 C00216 T0014\n",
"134 C00216 T0016\n",
"134 C00216 T0017\n",
"134 C00216 T0061\n",
"134 C00216 T0018\n",
"134 C00216 T0057\n",
"135 C00219 T0024\n",
"135 C00219 T0026\n",
"135 C00219 T0025\n",
"136 C00220 \n",
"137 C00221 \n",
"138 C00222 \n",
"139 C00223 "
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Check which amitt variables we can see from here\n",
"print('{}'.format(vars(amitt).keys()))\n",
"vars(amitt)['cross_counterid_techniqueid']"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import psycopg2\n",
"conn = psycopg2.connect(host=\"localhost\", port = 5432, \n",
" database=\"amittsite\", user=\"sara\", \n",
" password=\"\")\n",
"cur = conn.cursor()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"from sqlalchemy import create_engine\n",
"engine = create_engine('postgresql://sara:@localhost:5432/amittsite')\n",
"newtable.to_sql('test2', engine)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}