mirror of
https://github.com/selfxyz/self.git
synced 2026-04-05 03:00:53 -04:00
optimise script for names and dob
This commit is contained in:
ashpect
@@ -9,7 +9,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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@@ -152,7 +152,7 @@
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"4 -0- -0- -0- -0- -0- -0- "
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]
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},
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"execution_count": 13,
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"execution_count": 2,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -162,7 +162,7 @@
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"import json\n",
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"import re\n",
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"\n",
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"file_path = 'sdn.csv'\n",
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"file_path = '../original/sdn.csv'\n",
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"df1 = pd.read_csv(file_path)\n",
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"print(df1.columns)\n",
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"df1.head()"
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@@ -170,7 +170,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 14,
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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@@ -182,7 +182,7 @@
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" dtype='object')"
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]
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},
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"execution_count": 14,
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"execution_count": 3,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -191,7 +191,7 @@
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"# COUNTRY\n",
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"\n",
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"# read add.csv which is the helper file to add the country column to sdn.csv\n",
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"add_file_path = 'add.csv'\n",
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"add_file_path = '../original/add.csv'\n",
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"df2 = pd.read_csv(add_file_path)\n",
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"df2 = df2[['ent_num', 'country']]\n",
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"if 'country' in df1.columns:\n",
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@@ -206,7 +206,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 15,
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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@@ -215,7 +215,7 @@
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"Index(['ent_num', 'SDN_name', 'SDN_type', 'Remarks', 'country'], dtype='object')"
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]
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},
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"execution_count": 15,
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"execution_count": 4,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -230,22 +230,20 @@
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},
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{
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"cell_type": "code",
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"execution_count": 16,
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"execution_count": 5,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"SDN_type\n",
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"-0- 7252\n",
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"individual 6915\n",
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"vessel 861\n",
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"aircraft 374\n",
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"Name: count, dtype: int64\n",
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"Cleaned SDN_type\n",
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"individual 6915\n",
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"Name: count, dtype: int64\n"
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"Name: SDN_type, dtype: int64\n",
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"Cleaned individual 6915\n",
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"Name: SDN_type, dtype: int64\n"
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]
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}
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],
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@@ -265,7 +263,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 17,
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"execution_count": 6,
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"metadata": {},
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"outputs": [
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{
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@@ -274,7 +272,7 @@
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"6915"
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]
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},
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"execution_count": 17,
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"execution_count": 6,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -285,7 +283,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 18,
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"execution_count": 7,
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"metadata": {},
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"outputs": [
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{
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@@ -316,7 +314,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 19,
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"execution_count": 8,
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"metadata": {},
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"outputs": [
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{
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@@ -325,7 +323,7 @@
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"4325"
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]
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},
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"execution_count": 19,
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"execution_count": 8,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -349,7 +347,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 20,
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"execution_count": 9,
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"metadata": {},
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"outputs": [
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{
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@@ -409,7 +407,7 @@
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"2096 -0- 20 jul 1966 20 jul 1966 None "
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]
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},
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"execution_count": 20,
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"execution_count": 9,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -420,7 +418,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 21,
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"execution_count": 10,
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"metadata": {},
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"outputs": [
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{
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@@ -462,7 +460,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 22,
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"execution_count": 11,
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"metadata": {},
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"outputs": [
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{
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@@ -471,7 +469,7 @@
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"1549"
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]
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},
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"execution_count": 22,
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"execution_count": 11,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -493,7 +491,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 23,
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"execution_count": 12,
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"metadata": {},
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"outputs": [
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{
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@@ -502,7 +500,7 @@
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"11"
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]
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},
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"execution_count": 23,
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"execution_count": 12,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -526,7 +524,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 39,
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"execution_count": 13,
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"metadata": {},
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"outputs": [
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{
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@@ -538,7 +536,7 @@
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" dtype='object')"
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]
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},
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"execution_count": 39,
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"execution_count": 13,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -549,23 +547,218 @@
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},
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{
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"cell_type": "code",
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"execution_count": 40,
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"execution_count": 14,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" vertical-align: top;\n",
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" }\n",
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"\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>ent_num</th>\n",
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" <th>SDN_name</th>\n",
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" <th>Remarks</th>\n",
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" <th>country</th>\n",
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" <th>DOB</th>\n",
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" <th>day</th>\n",
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" <th>month</th>\n",
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" <th>year</th>\n",
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" <th>Gender</th>\n",
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" <th>Citizen</th>\n",
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" <th>Nationality</th>\n",
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" <th>Pass_No</th>\n",
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" <th>Pass_Country</th>\n",
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" <th>Eth_address</th>\n",
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" <th>Last_Name</th>\n",
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" <th>First_Name</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>53</th>\n",
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" <td>2674</td>\n",
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" <td>ABBAS, Abu</td>\n",
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" <td>dob 10 dec 1948; director of palestine liberat...</td>\n",
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" <td>-0-</td>\n",
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" <td>10 dec 1948</td>\n",
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" <td>10</td>\n",
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" <td>dec</td>\n",
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" <td>1948</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>ABBAS</td>\n",
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" <td>ABU</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>54</th>\n",
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" <td>2675</td>\n",
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" <td>AL RAHMAN, Shaykh Umar Abd</td>\n",
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" <td>dob 03 may 1938; pob egypt; chief ideological ...</td>\n",
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" <td>-0-</td>\n",
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" <td>03 may 1938</td>\n",
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" <td>03</td>\n",
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" <td>may</td>\n",
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" <td>1938</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>AL RAHMAN</td>\n",
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" <td>SHAYKH UMAR ABD</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>55</th>\n",
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" <td>2676</td>\n",
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" <td>AL ZAWAHIRI, Dr. Ayman</td>\n",
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" <td>dob 19 jun 1951; pob giza, egypt; passport 108...</td>\n",
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" <td>-0-</td>\n",
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" <td>19 jun 1951</td>\n",
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" <td>19</td>\n",
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" <td>jun</td>\n",
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" <td>1951</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>1084010</td>\n",
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" <td>egypt</td>\n",
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" <td>None</td>\n",
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" <td>AL ZAWAHIRI</td>\n",
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" <td>DR. AYMAN</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>56</th>\n",
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" <td>2677</td>\n",
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" <td>AL-ZOMOR, Abboud Abdul Latif Hassan</td>\n",
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" <td>dob 19 apr 1947; pob nahia, giza, egypt; natio...</td>\n",
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" <td>Egypt</td>\n",
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" <td>19 apr 1947</td>\n",
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" <td>19</td>\n",
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" <td>apr</td>\n",
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" <td>1947</td>\n",
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" <td>male</td>\n",
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" <td>None</td>\n",
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" <td>egypt</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>AL-ZOMOR</td>\n",
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" <td>ABBOUD ABDUL LATIF HASSAN</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>57</th>\n",
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" <td>2678</td>\n",
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" <td>AWDA, Abd Al Aziz</td>\n",
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" <td>dob 1946; chief ideological figure of palestin...</td>\n",
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" <td>-0-</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>NaN</td>\n",
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" <td>1946</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>AWDA</td>\n",
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" <td>ABD AL AZIZ</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"</div>"
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],
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"text/plain": [
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" ent_num SDN_name \\\n",
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"53 2674 ABBAS, Abu \n",
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"54 2675 AL RAHMAN, Shaykh Umar Abd \n",
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"55 2676 AL ZAWAHIRI, Dr. Ayman \n",
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"56 2677 AL-ZOMOR, Abboud Abdul Latif Hassan \n",
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"57 2678 AWDA, Abd Al Aziz \n",
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"\n",
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" Remarks country DOB \\\n",
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"53 dob 10 dec 1948; director of palestine liberat... -0- 10 dec 1948 \n",
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"54 dob 03 may 1938; pob egypt; chief ideological ... -0- 03 may 1938 \n",
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"55 dob 19 jun 1951; pob giza, egypt; passport 108... -0- 19 jun 1951 \n",
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"56 dob 19 apr 1947; pob nahia, giza, egypt; natio... Egypt 19 apr 1947 \n",
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"57 dob 1946; chief ideological figure of palestin... -0- NaN \n",
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"\n",
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" day month year Gender Citizen Nationality Pass_No Pass_Country \\\n",
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"53 10 dec 1948 None None None None None \n",
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"54 03 may 1938 None None None None None \n",
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"55 19 jun 1951 None None None 1084010 egypt \n",
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"56 19 apr 1947 male None egypt None None \n",
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"57 NaN NaN 1946 None None None None None \n",
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"\n",
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" Eth_address Last_Name First_Name \n",
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"53 None ABBAS ABU \n",
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"54 None AL RAHMAN SHAYKH UMAR ABD \n",
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"55 None AL ZAWAHIRI DR. AYMAN \n",
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"56 None AL-ZOMOR ABBOUD ABDUL LATIF HASSAN \n",
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"57 None AWDA ABD AL AZIZ "
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]
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},
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"execution_count": 14,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# the sdn_name column has in the format \"LAST NAME, first name\", so split it up into 2 columns if you find the comma in the string\n",
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"result_df[['Last_Name', 'First_Name']] = result_df['SDN_name'].str.split(', ', expand=True, n=1)\n",
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"result_df['Last_Name'] = result_df['Last_Name'].str.upper()\n",
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"result_df['First_Name'] = result_df['First_Name'].str.upper()\n",
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"\n",
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"result_df.head()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 15,
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"metadata": {},
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"outputs": [],
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"source": [
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"result_df.to_csv('cleaned_sdn.csv', index=False)\n",
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"result_df = result_df.where(pd.notnull(result_df), None)\n",
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"\n",
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"filtered_df = result_df.dropna(subset=['Pass_No', 'Pass_Country'], how='all')\n",
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"passport_df = filtered_df[['Pass_No', 'Pass_Country']]\n",
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"filtered_df = result_df.dropna(subset=['Eth_address'], how='all')\n",
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"eth_df = filtered_df[['Eth_address']]\n",
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"name_dob = result_df[['First_Name', 'Last_Name', 'day', 'month', 'year']]\n",
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"\n",
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"passport_list = passport_df.to_dict(orient='records')\n",
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"with open('passports.json', 'w') as json_file:\n",
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" json.dump(passport_list, json_file, indent=4)\n",
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"\n",
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"etherum_list = eth_df.to_dict(orient='records')\n",
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"with open('etherum_add.json','w') as json_file:\n",
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" json.dump(etherum_list, json_file, indent=4)\n"
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" json.dump(etherum_list, json_file, indent=4)\n",
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"\n",
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"name_list = name_dob.to_dict(orient='records')\n",
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"with open('names.json', 'w') as json_file:\n",
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" json.dump(name_list, json_file, indent=4)"
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]
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}
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],
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@@ -585,7 +778,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.7"
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"version": "3.9.12"
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}
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},
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"nbformat": 4,
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Reference in New Issue
Block a user