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1 {
2 "cells": [
3 {
4 "cell_type": "code",
5 "execution_count": 1,
6 "id": "c474eb87",
7 "metadata": {},
8 "outputs": [],
9 "source": [
10 "import pandas as pd\n",
11 "import numpy as np\n",
12 "import random\n",
13 "import time"
14 ]
15 },
16 {
17 "cell_type": "code",
18 "execution_count": 2,
19 "id": "724ab8fb",
20 "metadata": {},
21 "outputs": [],
22 "source": [
23 "data= pd.read_csv('Final Dataa.tsv', sep='\\t')"
24 ]
25 },
26 {
27 "cell_type": "code",
28 "execution_count": 3,
29 "id": "7f3bbf34",
30 "metadata": {},
31 "outputs": [
32 {
33 "data": {
34 "text/html": [
35 "<div>\n",
36 "<style scoped>\n",
37 " .dataframe tbody tr th:only-of-type {\n",
38 " vertical-align: middle;\n",
39 " }\n",
40 "\n",
41 " .dataframe tbody tr th {\n",
42 " vertical-align: top;\n",
43 " }\n",
44 "\n",
45 " .dataframe thead th {\n",
46 " text-align: right;\n",
47 " }\n",
48 "</style>\n",
49 "<table border=\"1\" class=\"dataframe\">\n",
50 " <thead>\n",
51 " <tr style=\"text-align: right;\">\n",
52 " <th></th>\n",
53 " <th>titleId</th>\n",
54 " <th>title</th>\n",
55 " <th>averageRating</th>\n",
56 " <th>numVotes</th>\n",
57 " <th>primaryTitle</th>\n",
58 " <th>isAdult</th>\n",
59 " <th>startYear</th>\n",
60 " <th>runtimeMinutes</th>\n",
61 " <th>genres</th>\n",
62 " </tr>\n",
63 " </thead>\n",
64 " <tbody>\n",
65 " <tr>\n",
66 " <th>0</th>\n",
67 " <td>tt0111161</td>\n",
68 " <td>The Shawshank Redemption</td>\n",
69 " <td>9.3</td>\n",
70 " <td>2405502</td>\n",
71 " <td>The Shawshank Redemption</td>\n",
72 " <td>0</td>\n",
73 " <td>1994</td>\n",
74 " <td>142</td>\n",
75 " <td>Drama</td>\n",
76 " </tr>\n",
77 " <tr>\n",
78 " <th>1</th>\n",
79 " <td>tt0468569</td>\n",
80 " <td>The Dark Knight</td>\n",
81 " <td>9.0</td>\n",
82 " <td>2365212</td>\n",
83 " <td>The Dark Knight</td>\n",
84 " <td>0</td>\n",
85 " <td>2008</td>\n",
86 " <td>152</td>\n",
87 " <td>Action,Crime,Drama</td>\n",
88 " </tr>\n",
89 " <tr>\n",
90 " <th>2</th>\n",
91 " <td>tt1375666</td>\n",
92 " <td>Inception</td>\n",
93 " <td>8.8</td>\n",
94 " <td>2122723</td>\n",
95 " <td>Inception</td>\n",
96 " <td>0</td>\n",
97 " <td>2010</td>\n",
98 " <td>148</td>\n",
99 " <td>Action,Adventure,Sci-Fi</td>\n",
100 " </tr>\n",
101 " <tr>\n",
102 " <th>3</th>\n",
103 " <td>tt0137523</td>\n",
104 " <td>Fight Club</td>\n",
105 " <td>8.8</td>\n",
106 " <td>1899050</td>\n",
107 " <td>Fight Club</td>\n",
108 " <td>0</td>\n",
109 " <td>1999</td>\n",
110 " <td>139</td>\n",
111 " <td>Drama</td>\n",
112 " </tr>\n",
113 " <tr>\n",
114 " <th>4</th>\n",
115 " <td>tt0110912</td>\n",
116 " <td>Pulp Fiction</td>\n",
117 " <td>8.9</td>\n",
118 " <td>1868911</td>\n",
119 " <td>Pulp Fiction</td>\n",
120 " <td>0</td>\n",
121 " <td>1994</td>\n",
122 " <td>154</td>\n",
123 " <td>Crime,Drama</td>\n",
124 " </tr>\n",
125 " <tr>\n",
126 " <th>...</th>\n",
127 " <td>...</td>\n",
128 " <td>...</td>\n",
129 " <td>...</td>\n",
130 " <td>...</td>\n",
131 " <td>...</td>\n",
132 " <td>...</td>\n",
133 " <td>...</td>\n",
134 " <td>...</td>\n",
135 " <td>...</td>\n",
136 " </tr>\n",
137 " <tr>\n",
138 " <th>130713</th>\n",
139 " <td>tt0062253</td>\n",
140 " <td>7 uomini e un cervello</td>\n",
141 " <td>4.6</td>\n",
142 " <td>101</td>\n",
143 " <td>Criminal Affair</td>\n",
144 " <td>0</td>\n",
145 " <td>1968</td>\n",
146 " <td>106</td>\n",
147 " <td>Comedy,Crime</td>\n",
148 " </tr>\n",
149 " <tr>\n",
150 " <th>130714</th>\n",
151 " <td>tt0068885</td>\n",
152 " <td>La lunga cavalcata della vendetta</td>\n",
153 " <td>4.6</td>\n",
154 " <td>101</td>\n",
155 " <td>Deadly Trackers</td>\n",
156 " <td>0</td>\n",
157 " <td>1972</td>\n",
158 " <td>92</td>\n",
159 " <td>Drama,Western</td>\n",
160 " </tr>\n",
161 " <tr>\n",
162 " <th>130715</th>\n",
163 " <td>tt2583192</td>\n",
164 " <td>Lucid</td>\n",
165 " <td>4.6</td>\n",
166 " <td>101</td>\n",
167 " <td>Lucid</td>\n",
168 " <td>0</td>\n",
169 " <td>2013</td>\n",
170 " <td>87</td>\n",
171 " <td>Drama,Horror,Thriller</td>\n",
172 " </tr>\n",
173 " <tr>\n",
174 " <th>130716</th>\n",
175 " <td>tt3899070</td>\n",
176 " <td>Gone Tomorrow</td>\n",
177 " <td>4.6</td>\n",
178 " <td>101</td>\n",
179 " <td>Gone Tomorrow</td>\n",
180 " <td>0</td>\n",
181 " <td>2015</td>\n",
182 " <td>90</td>\n",
183 " <td>Crime,Drama,Mystery</td>\n",
184 " </tr>\n",
185 " <tr>\n",
186 " <th>130717</th>\n",
187 " <td>tt8343748</td>\n",
188 " <td>Seven Senses of the Re'Union</td>\n",
189 " <td>4.6</td>\n",
190 " <td>101</td>\n",
191 " <td>Seven Senses of the Re'Union</td>\n",
192 " <td>0</td>\n",
193 " <td>2018</td>\n",
194 " <td>24</td>\n",
195 " <td>Action,Adventure,Animation</td>\n",
196 " </tr>\n",
197 " </tbody>\n",
198 "</table>\n",
199 "<p>130718 rows × 9 columns</p>\n",
200 "</div>"
201 ],
202 "text/plain": [
203 " titleId title averageRating numVotes \\\n",
204 "0 tt0111161 The Shawshank Redemption 9.3 2405502 \n",
205 "1 tt0468569 The Dark Knight 9.0 2365212 \n",
206 "2 tt1375666 Inception 8.8 2122723 \n",
207 "3 tt0137523 Fight Club 8.8 1899050 \n",
208 "4 tt0110912 Pulp Fiction 8.9 1868911 \n",
209 "... ... ... ... ... \n",
210 "130713 tt0062253 7 uomini e un cervello 4.6 101 \n",
211 "130714 tt0068885 La lunga cavalcata della vendetta 4.6 101 \n",
212 "130715 tt2583192 Lucid 4.6 101 \n",
213 "130716 tt3899070 Gone Tomorrow 4.6 101 \n",
214 "130717 tt8343748 Seven Senses of the Re'Union 4.6 101 \n",
215 "\n",
216 " primaryTitle isAdult startYear runtimeMinutes \\\n",
217 "0 The Shawshank Redemption 0 1994 142 \n",
218 "1 The Dark Knight 0 2008 152 \n",
219 "2 Inception 0 2010 148 \n",
220 "3 Fight Club 0 1999 139 \n",
221 "4 Pulp Fiction 0 1994 154 \n",
222 "... ... ... ... ... \n",
223 "130713 Criminal Affair 0 1968 106 \n",
224 "130714 Deadly Trackers 0 1972 92 \n",
225 "130715 Lucid 0 2013 87 \n",
226 "130716 Gone Tomorrow 0 2015 90 \n",
227 "130717 Seven Senses of the Re'Union 0 2018 24 \n",
228 "\n",
229 " genres \n",
230 "0 Drama \n",
231 "1 Action,Crime,Drama \n",
232 "2 Action,Adventure,Sci-Fi \n",
233 "3 Drama \n",
234 "4 Crime,Drama \n",
235 "... ... \n",
236 "130713 Comedy,Crime \n",
237 "130714 Drama,Western \n",
238 "130715 Drama,Horror,Thriller \n",
239 "130716 Crime,Drama,Mystery \n",
240 "130717 Action,Adventure,Animation \n",
241 "\n",
242 "[130718 rows x 9 columns]"
243 ]
244 },
245 "execution_count": 3,
246 "metadata": {},
247 "output_type": "execute_result"
248 }
249 ],
250 "source": [
251 "data"
252 ]
253 },
254 {
255 "cell_type": "code",
256 "execution_count": null,
257 "id": "151c507e",
258 "metadata": {},
259 "outputs": [],
260 "source": []
261 },
262 {
263 "cell_type": "code",
264 "execution_count": 4,
265 "id": "41432a5a",
266 "metadata": {},
267 "outputs": [],
268 "source": [
269 "import requests as req\n",
270 "from bs4 import BeautifulSoup"
271 ]
272 },
273 {
274 "cell_type": "code",
275 "execution_count": null,
276 "id": "29199e99",
277 "metadata": {},
278 "outputs": [],
279 "source": []
280 },
281 {
282 "cell_type": "code",
283 "execution_count": 5,
284 "id": "45ed8b4f",
285 "metadata": {},
286 "outputs": [],
287 "source": [
288 "import numpy as np"
289 ]
290 },
291 {
292 "cell_type": "code",
293 "execution_count": 6,
294 "id": "f86fcd40",
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296 "outputs": [
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960 "HTTPSConnectionPool(host='www.imdb.com', port=443): Max retries exceeded with url: /title/tt0120201/plotsummary (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000250B15F2100>: Failed to establish a new connection: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond')) 658\n",
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2930 "HTTPSConnectionPool(host='www.imdb.com', port=443): Max retries exceeded with url: /title/tt0024216/plotsummary (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000250B053B2B0>: Failed to establish a new connection: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond')) 2621\n",
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4085 "HTTPSConnectionPool(host='www.imdb.com', port=443): Max retries exceeded with url: /title/tt1403177/plotsummary (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000250B16F4220>: Failed to establish a new connection: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond')) 3769\n",
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4571 "HTTPSConnectionPool(host='www.imdb.com', port=443): Max retries exceeded with url: /title/tt0210070/plotsummary (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000250B1F8B7C0>: Failed to establish a new connection: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond')) 4254\n",
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5214 "HTTPSConnectionPool(host='www.imdb.com', port=443): Max retries exceeded with url: /title/tt0084967/plotsummary (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000250B13DAF10>: Failed to establish a new connection: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond')) 4890\n",
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6679 "HTTPSConnectionPool(host='www.imdb.com', port=443): Max retries exceeded with url: /title/tt2473602/plotsummary (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000250B2011EE0>: Failed to establish a new connection: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond')) 6348\n",
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8297 "HTTPSConnectionPool(host='www.imdb.com', port=443): Max retries exceeded with url: /title/tt0420609/plotsummary (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000250B23377F0>: Failed to establish a new connection: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond')) 7959\n",
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9310 "HTTPSConnectionPool(host='www.imdb.com', port=443): Max retries exceeded with url: /title/tt1486193/plotsummary (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000250B1B071F0>: Failed to establish a new connection: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond')) 8971\n",
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9435 "HTTPSConnectionPool(host='www.imdb.com', port=443): Max retries exceeded with url: /title/tt0058576/plotsummary (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000250AF282C10>: Failed to establish a new connection: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond')) 9095\n",
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9486 ]
9487 },
9488 {
9489 "name": "stdout",
9490 "output_type": "stream",
9491 "text": [
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9508 "HTTPSConnectionPool(host='www.imdb.com', port=443): Max retries exceeded with url: /title/tt11140488/plotsummary (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000250B1C7BCA0>: Failed to establish a new connection: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond')) 9161\n",
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10202 "HTTPSConnectionPool(host='www.imdb.com', port=443): Max retries exceeded with url: /title/tt2070776/plotsummary (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000250B7C1AEB0>: Failed to establish a new connection: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond')) 9854\n",
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10342 "HTTPSConnectionPool(host='www.imdb.com', port=443): Max retries exceeded with url: /title/tt3597912/plotsummary (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000250B134E8E0>: Failed to establish a new connection: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond')) 9993\n",
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13235 "HTTPSConnectionPool(host='www.imdb.com', port=443): Max retries exceeded with url: /title/tt0072564/plotsummary (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x00000250B952F280>: Failed to establish a new connection: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond')) 12873\n",
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13445 },
13446 {
13447 "name": "stdout",
13448 "output_type": "stream",
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13694 ]
13695 },
13696 {
13697 "ename": "KeyboardInterrupt",
13698 "evalue": "",
13699 "output_type": "error",
13700 "traceback": [
13701 "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
13702 "\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)",
13703 "\u001b[1;32m<ipython-input-6-0aa7073e8502>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m 39\u001b[0m \u001b[0mj\u001b[0m\u001b[1;33m+=\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 40\u001b[0m \u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mrandom\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrandint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m9\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;36m100\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 41\u001b[1;33m \u001b[0mscrape\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
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13714 "\u001b[1;32m<ipython-input-6-0aa7073e8502>\u001b[0m in \u001b[0;36mscrape\u001b[1;34m(j)\u001b[0m\n\u001b[0;32m 14\u001b[0m \u001b[0mre\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcookies\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mclear\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 15\u001b[0m \u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrandom\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrandint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m9\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m*\u001b[0m\u001b[1;36m10\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mrandom\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrandint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m9\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mrandom\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrandint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m9\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;36m10\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mrandom\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrandint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m9\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;36m100\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 16\u001b[1;33m \u001b[0mscrape\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mj\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 17\u001b[0m \u001b[1;31m#print(re.content[1000:1050])\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 18\u001b[0m \u001b[0msoup\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mBeautifulSoup\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mre\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcontent\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'html5lib'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
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13719 "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\requests\\api.py\u001b[0m in \u001b[0;36mget\u001b[1;34m(url, params, **kwargs)\u001b[0m\n\u001b[0;32m 74\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 75\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msetdefault\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'allow_redirects'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 76\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mrequest\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'get'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mparams\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 77\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 78\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
13720 "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\requests\\api.py\u001b[0m in \u001b[0;36mrequest\u001b[1;34m(method, url, **kwargs)\u001b[0m\n\u001b[0;32m 59\u001b[0m \u001b[1;31m# cases, and look like a memory leak in others.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 60\u001b[0m \u001b[1;32mwith\u001b[0m \u001b[0msessions\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mSession\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0msession\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 61\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0msession\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrequest\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmethod\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 62\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 63\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
13721 "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\requests\\sessions.py\u001b[0m in \u001b[0;36mrequest\u001b[1;34m(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)\u001b[0m\n\u001b[0;32m 540\u001b[0m }\n\u001b[0;32m 541\u001b[0m \u001b[0msend_kwargs\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msettings\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 542\u001b[1;33m \u001b[0mresp\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mprep\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0msend_kwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 543\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 544\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mresp\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
13722 "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\requests\\sessions.py\u001b[0m in \u001b[0;36msend\u001b[1;34m(self, request, **kwargs)\u001b[0m\n\u001b[0;32m 653\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 654\u001b[0m \u001b[1;31m# Send the request\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 655\u001b[1;33m \u001b[0mr\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0madapter\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 656\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 657\u001b[0m \u001b[1;31m# Total elapsed time of the request (approximately)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
13723 "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\requests\\adapters.py\u001b[0m in \u001b[0;36msend\u001b[1;34m(self, request, stream, timeout, verify, cert, proxies)\u001b[0m\n\u001b[0;32m 437\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 438\u001b[0m \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mchunked\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 439\u001b[1;33m resp = conn.urlopen(\n\u001b[0m\u001b[0;32m 440\u001b[0m \u001b[0mmethod\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmethod\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 441\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
13724 "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\urllib3\\connectionpool.py\u001b[0m in \u001b[0;36murlopen\u001b[1;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[0;32m 697\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 698\u001b[0m \u001b[1;31m# Make the request on the httplib connection object.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 699\u001b[1;33m httplib_response = self._make_request(\n\u001b[0m\u001b[0;32m 700\u001b[0m \u001b[0mconn\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 701\u001b[0m \u001b[0mmethod\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
13725 "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\urllib3\\connectionpool.py\u001b[0m in \u001b[0;36m_make_request\u001b[1;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[0;32m 443\u001b[0m \u001b[1;31m# Python 3 (including for exceptions like SystemExit).\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 444\u001b[0m \u001b[1;31m# Otherwise it looks like a bug in the code.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 445\u001b[1;33m \u001b[0msix\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mraise_from\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0me\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 446\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mSocketTimeout\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mBaseSSLError\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mSocketError\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 447\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_raise_timeout\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0merr\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0me\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtimeout_value\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mread_timeout\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
13726 "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\urllib3\\packages\\six.py\u001b[0m in \u001b[0;36mraise_from\u001b[1;34m(value, from_value)\u001b[0m\n",
13727 "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\urllib3\\connectionpool.py\u001b[0m in \u001b[0;36m_make_request\u001b[1;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[0;32m 438\u001b[0m \u001b[1;31m# Python 3\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 439\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 440\u001b[1;33m \u001b[0mhttplib_response\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mconn\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mgetresponse\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 441\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mBaseException\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 442\u001b[0m \u001b[1;31m# Remove the TypeError from the exception chain in\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
13728 "\u001b[1;32m~\\anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36mgetresponse\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 1345\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1346\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1347\u001b[1;33m \u001b[0mresponse\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbegin\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1348\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mConnectionError\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1349\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mclose\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
13729 "\u001b[1;32m~\\anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36mbegin\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 305\u001b[0m \u001b[1;31m# read until we get a non-100 response\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 306\u001b[0m \u001b[1;32mwhile\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 307\u001b[1;33m \u001b[0mversion\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mstatus\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreason\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_read_status\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 308\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mstatus\u001b[0m \u001b[1;33m!=\u001b[0m \u001b[0mCONTINUE\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 309\u001b[0m \u001b[1;32mbreak\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
13730 "\u001b[1;32m~\\anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36m_read_status\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 266\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 267\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_read_status\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 268\u001b[1;33m \u001b[0mline\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreadline\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0m_MAXLINE\u001b[0m \u001b[1;33m+\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"iso-8859-1\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 269\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mline\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m>\u001b[0m \u001b[0m_MAXLINE\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 270\u001b[0m \u001b[1;32mraise\u001b[0m \u001b[0mLineTooLong\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"status line\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
13731 "\u001b[1;32m~\\anaconda3\\lib\\socket.py\u001b[0m in \u001b[0;36mreadinto\u001b[1;34m(self, b)\u001b[0m\n\u001b[0;32m 667\u001b[0m \u001b[1;32mwhile\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 668\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 669\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_sock\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrecv_into\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mb\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 670\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mtimeout\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 671\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_timeout_occurred\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
13732 "\u001b[1;32m~\\anaconda3\\lib\\ssl.py\u001b[0m in \u001b[0;36mrecv_into\u001b[1;34m(self, buffer, nbytes, flags)\u001b[0m\n\u001b[0;32m 1239\u001b[0m \u001b[1;34m\"non-zero flags not allowed in calls to recv_into() on %s\"\u001b[0m \u001b[1;33m%\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1240\u001b[0m self.__class__)\n\u001b[1;32m-> 1241\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnbytes\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbuffer\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1242\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1243\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0msuper\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrecv_into\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mbuffer\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnbytes\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mflags\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
13733 "\u001b[1;32m~\\anaconda3\\lib\\ssl.py\u001b[0m in \u001b[0;36mread\u001b[1;34m(self, len, buffer)\u001b[0m\n\u001b[0;32m 1097\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1098\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mbuffer\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1099\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_sslobj\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbuffer\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1100\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1101\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_sslobj\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
13734 "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
13735 ]
13736 }
13737 ],
13738 "source": [
13739 "movies_plot=[]\n",
13740 "synopsis=[]\n",
13741 "j=0\n",
13742 "def scrape(j=0):\n",
13743 " global synopsis, movies_plot, data\n",
13744 " for title in data.titleId[j:]:\n",
13745 "\n",
13746 " plot=[title]\n",
13747 " s=[title]\n",
13748 " try:\n",
13749 " re= req.get('https://www.imdb.com/title/'+title+'/plotsummary',headers={'Cache-Control': 'no-cache'})\n",
13750 " except Exception as e:\n",
13751 " print(e, j)\n",
13752 " re.cookies.clear()\n",
13753 " time.sleep(random.randint(1,9)*10+random.randint(1,9)+random.randint(1,9)/10+random.randint(1,9)/100)\n",
13754 " scrape(j)\n",
13755 " #print(re.content[1000:1050])\n",
13756 " soup=BeautifulSoup(re.content, 'html5lib')\n",
13757 " re.cookies.clear()\n",
13758 " #print(soup)\n",
13759 " rows= soup.find_all(class_='ipl-zebra-list__item')\n",
13760 "\n",
13761 " #print(rows)\n",
13762 " if len(rows)> 1:\n",
13763 " for row in rows:\n",
13764 " for i in row.find_all('p'):\n",
13765 " plot.append(i.get_text().strip())\n",
13766 " print(j)\n",
13767 " movies_plot.append(plot)\n",
13768 " a=rows[-1].get_text().strip()\n",
13769 " #print(a)\n",
13770 " s.append(a)\n",
13771 " synopsis.append(s)\n",
13772 " else:\n",
13773 " print('zz',j)\n",
13774 " movies_plot.append(np.nan)\n",
13775 " s.append(np.nan)\n",
13776 " synopsis.append(s)\n",
13777 " j+=1\n",
13778 " time.sleep(0+random.randint(1,9)/100)\n",
13779 "scrape()"
13780 ]
13781 },
13782 {
13783 "cell_type": "code",
13784 "execution_count": null,
13785 "id": "aee6d626",
13786 "metadata": {},
13787 "outputs": [],
13788 "source": []
13789 },
13790 {
13791 "cell_type": "code",
13792 "execution_count": null,
13793 "id": "f8ccf83d",
13794 "metadata": {},
13795 "outputs": [],
13796 "source": []
13797 },
13798 {
13799 "cell_type": "code",
13800 "execution_count": 7,
13801 "id": "9f9f5b66",
13802 "metadata": {},
13803 "outputs": [],
13804 "source": [
13805 "synopsis=pd.DataFrame(synopsis)\n",
13806 "movies_plot=pd.DataFrame(movies_plot)"
13807 ]
13808 },
13809 {
13810 "cell_type": "code",
13811 "execution_count": 8,
13812 "id": "a347de7f",
13813 "metadata": {},
13814 "outputs": [
13815 {
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13818 "<div>\n",
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13838 " </tr>\n",
13839 " </thead>\n",
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13842 " <th>0</th>\n",
13843 " <td>tt0111161</td>\n",
13844 " <td>In 1947, Andy Dufresne (Tim Robbins), a banker...</td>\n",
13845 " </tr>\n",
13846 " <tr>\n",
13847 " <th>1</th>\n",
13848 " <td>tt0468569</td>\n",
13849 " <td>The movie begins with a gang of men with clown...</td>\n",
13850 " </tr>\n",
13851 " <tr>\n",
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13853 " <td>tt1375666</td>\n",
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13855 " </tr>\n",
13856 " <tr>\n",
13857 " <th>3</th>\n",
13858 " <td>tt0137523</td>\n",
13859 " <td>We back out of the webbing of neurons and brai...</td>\n",
13860 " </tr>\n",
13861 " <tr>\n",
13862 " <th>4</th>\n",
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13875 " </tr>\n",
13876 " <tr>\n",
13877 " <th>13321</th>\n",
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13880 " </tr>\n",
13881 " <tr>\n",
13882 " <th>13322</th>\n",
13883 " <td>tt0286151</td>\n",
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13885 " </tr>\n",
13886 " <tr>\n",
13887 " <th>13323</th>\n",
13888 " <td>tt0231448</td>\n",
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13890 " </tr>\n",
13891 " <tr>\n",
13892 " <th>13324</th>\n",
13893 " <td>tt2794380</td>\n",
13894 " <td>It looks like we don't have a Synopsis for thi...</td>\n",
13895 " </tr>\n",
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13902 " 0 1\n",
13903 "0 tt0111161 In 1947, Andy Dufresne (Tim Robbins), a banker...\n",
13904 "1 tt0468569 The movie begins with a gang of men with clown...\n",
13905 "2 tt1375666 A young man, exhausted and delirious, washes u...\n",
13906 "3 tt0137523 We back out of the webbing of neurons and brai...\n",
13907 "4 tt0110912 Late one morning in the Hawthorne Grill, a res...\n",
13908 "... ... ...\n",
13909 "13320 tt1885102 It looks like we don't have a Synopsis for thi...\n",
13910 "13321 tt0117104 It looks like we don't have a Synopsis for thi...\n",
13911 "13322 tt0286151 It looks like we don't have a Synopsis for thi...\n",
13912 "13323 tt0231448 It looks like we don't have a Synopsis for thi...\n",
13913 "13324 tt2794380 It looks like we don't have a Synopsis for thi...\n",
13914 "\n",
13915 "[13325 rows x 2 columns]"
13916 ]
13917 },
13918 "execution_count": 8,
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13920 "output_type": "execute_result"
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13922 ],
13923 "source": [
13924 "synopsis"
13925 ]
13926 },
13927 {
13928 "cell_type": "code",
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13930 "id": "b00db5f7",
13931 "metadata": {},
13932 "outputs": [
13933 {
13934 "data": {
13935 "text/html": [
13936 "<div>\n",
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13941 "\n",
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13950 "<table border=\"1\" class=\"dataframe\">\n",
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13966 " <tbody>\n",
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13968 " <th>0</th>\n",
13969 " <td>tt0111161</td>\n",
13970 " <td>Two imprisoned men bond over a number of years...</td>\n",
13971 " <td>Chronicles the experiences of a formerly succe...</td>\n",
13972 " <td>After the murder of his wife, hotshot banker A...</td>\n",
13973 " <td>Andy Dufresne is sent to Shawshank Prison for ...</td>\n",
13974 " <td>Bank Merchant Andy Dufresne is convicted of th...</td>\n",
13975 " <td>None</td>\n",
13976 " <td>None</td>\n",
13977 " <td>None</td>\n",
13978 " <td>None</td>\n",
13979 " </tr>\n",
13980 " <tr>\n",
13981 " <th>1</th>\n",
13982 " <td>tt0468569</td>\n",
13983 " <td>When the menace known as the Joker wreaks havo...</td>\n",
13984 " <td>Set within a year after the events of Batman B...</td>\n",
13985 " <td>The follow-up to Batman Begins (2005), this mo...</td>\n",
13986 " <td>Gotham's new District Attorney has been electe...</td>\n",
13987 " <td>One year after the events of Batman Begins (20...</td>\n",
13988 " <td>With the help of allies Lieutenant James Gordo...</td>\n",
13989 " <td>None</td>\n",
13990 " <td>None</td>\n",
13991 " <td>None</td>\n",
13992 " </tr>\n",
13993 " <tr>\n",
13994 " <th>2</th>\n",
13995 " <td>tt1375666</td>\n",
13996 " <td>A thief who steals corporate secrets through t...</td>\n",
13997 " <td>Dom Cobb is a skilled thief, the absolute best...</td>\n",
13998 " <td>Dominic Cobb is an spy who instead of breaking...</td>\n",
13999 " <td>Dominic Cobb is the foremost practitioner of t...</td>\n",
14000 " <td>Mr. Cobb a unique con artist can enter anyone'...</td>\n",
14001 " <td>Dom Cobb is a thief with the rare ability to e...</td>\n",
14002 " <td>None</td>\n",
14003 " <td>None</td>\n",
14004 " <td>None</td>\n",
14005 " </tr>\n",
14006 " <tr>\n",
14007 " <th>3</th>\n",
14008 " <td>tt0137523</td>\n",
14009 " <td>An insomniac office worker and a devil-may-car...</td>\n",
14010 " <td>A nameless first person narrator (Edward Norto...</td>\n",
14011 " <td>A young man leads a pretty humdrum life assess...</td>\n",
14012 " <td>An insomniac unnamed narrator needs a fantasy ...</td>\n",
14013 " <td>Posing as a pitiful sufferer during fruitless ...</td>\n",
14014 " <td>A young urban professional who works for a maj...</td>\n",
14015 " <td>None</td>\n",
14016 " <td>None</td>\n",
14017 " <td>None</td>\n",
14018 " </tr>\n",
14019 " <tr>\n",
14020 " <th>4</th>\n",
14021 " <td>tt0110912</td>\n",
14022 " <td>The lives of two mob hitmen, a boxer, a gangst...</td>\n",
14023 " <td>Jules Winnfield (Samuel L. Jackson) and Vincen...</td>\n",
14024 " <td>Faced with life's cruel irony, the unpredictab...</td>\n",
14025 " <td>Pumpkin (Tim Roth) and Honey Bunny (Amanda Plu...</td>\n",
14026 " <td>Jules Winnfield (Samuel L. Jackson) and Vincen...</td>\n",
14027 " <td>Vincent Vega (John Travolta) and Jules Winnfie...</td>\n",
14028 " <td>None</td>\n",
14029 " <td>None</td>\n",
14030 " <td>None</td>\n",
14031 " </tr>\n",
14032 " <tr>\n",
14033 " <th>...</th>\n",
14034 " <td>...</td>\n",
14035 " <td>...</td>\n",
14036 " <td>...</td>\n",
14037 " <td>...</td>\n",
14038 " <td>...</td>\n",
14039 " <td>...</td>\n",
14040 " <td>...</td>\n",
14041 " <td>...</td>\n",
14042 " <td>...</td>\n",
14043 " <td>...</td>\n",
14044 " </tr>\n",
14045 " <tr>\n",
14046 " <th>13320</th>\n",
14047 " <td>tt1885102</td>\n",
14048 " <td>Frank Martin is an ex special ops, who now spe...</td>\n",
14049 " <td>Frank Martin returns as the Transporter with o...</td>\n",
14050 " <td>It looks like we don't have a Synopsis for thi...</td>\n",
14051 " <td>None</td>\n",
14052 " <td>None</td>\n",
14053 " <td>None</td>\n",
14054 " <td>None</td>\n",
14055 " <td>None</td>\n",
14056 " <td>None</td>\n",
14057 " </tr>\n",
14058 " <tr>\n",
14059 " <th>13321</th>\n",
14060 " <td>tt0117104</td>\n",
14061 " <td>Connie, unwed and pregnant, is heading to Bost...</td>\n",
14062 " <td>Connie Doyle is eighteen and pregnant when her...</td>\n",
14063 " <td>Aboard a train, philandering gentleman womaniz...</td>\n",
14064 " <td>A woman gets pregnant by her boyfriend, who th...</td>\n",
14065 " <td>It looks like we don't have a Synopsis for thi...</td>\n",
14066 " <td>None</td>\n",
14067 " <td>None</td>\n",
14068 " <td>None</td>\n",
14069 " <td>None</td>\n",
14070 " </tr>\n",
14071 " <tr>\n",
14072 " <th>13322</th>\n",
14073 " <td>tt0286151</td>\n",
14074 " <td>The Driver carries an arrogant rock star who w...</td>\n",
14075 " <td>Hired to drive her to her venue, the composed,...</td>\n",
14076 " <td>It looks like we don't have a Synopsis for thi...</td>\n",
14077 " <td>None</td>\n",
14078 " <td>None</td>\n",
14079 " <td>None</td>\n",
14080 " <td>None</td>\n",
14081 " <td>None</td>\n",
14082 " <td>None</td>\n",
14083 " </tr>\n",
14084 " <tr>\n",
14085 " <th>13323</th>\n",
14086 " <td>tt0231448</td>\n",
14087 " <td>Bobby, a member of The Deuces, and the sister ...</td>\n",
14088 " <td>Two brothers, Leon and Bobby are members of th...</td>\n",
14089 " <td>1950's New York City. A bad and bloody gang wa...</td>\n",
14090 " <td>It looks like we don't have a Synopsis for thi...</td>\n",
14091 " <td>None</td>\n",
14092 " <td>None</td>\n",
14093 " <td>None</td>\n",
14094 " <td>None</td>\n",
14095 " <td>None</td>\n",
14096 " </tr>\n",
14097 " <tr>\n",
14098 " <th>13324</th>\n",
14099 " <td>tt2794380</td>\n",
14100 " <td>Follows Liv, a popular television star whose s...</td>\n",
14101 " <td>Identical twins Liv, a popular television star...</td>\n",
14102 " <td>Centers on identical twins Liv & Maddie. One, ...</td>\n",
14103 " <td>Liv and Maddie are identical twins and built-i...</td>\n",
14104 " <td>Liv, a popular actress returns back home after...</td>\n",
14105 " <td>Two identical twins Liv, a famous singer, actr...</td>\n",
14106 " <td>It looks like we don't have a Synopsis for thi...</td>\n",
14107 " <td>None</td>\n",
14108 " <td>None</td>\n",
14109 " </tr>\n",
14110 " </tbody>\n",
14111 "</table>\n",
14112 "<p>13325 rows × 10 columns</p>\n",
14113 "</div>"
14114 ],
14115 "text/plain": [
14116 " 0 1 \\\n",
14117 "0 tt0111161 Two imprisoned men bond over a number of years... \n",
14118 "1 tt0468569 When the menace known as the Joker wreaks havo... \n",
14119 "2 tt1375666 A thief who steals corporate secrets through t... \n",
14120 "3 tt0137523 An insomniac office worker and a devil-may-car... \n",
14121 "4 tt0110912 The lives of two mob hitmen, a boxer, a gangst... \n",
14122 "... ... ... \n",
14123 "13320 tt1885102 Frank Martin is an ex special ops, who now spe... \n",
14124 "13321 tt0117104 Connie, unwed and pregnant, is heading to Bost... \n",
14125 "13322 tt0286151 The Driver carries an arrogant rock star who w... \n",
14126 "13323 tt0231448 Bobby, a member of The Deuces, and the sister ... \n",
14127 "13324 tt2794380 Follows Liv, a popular television star whose s... \n",
14128 "\n",
14129 " 2 \\\n",
14130 "0 Chronicles the experiences of a formerly succe... \n",
14131 "1 Set within a year after the events of Batman B... \n",
14132 "2 Dom Cobb is a skilled thief, the absolute best... \n",
14133 "3 A nameless first person narrator (Edward Norto... \n",
14134 "4 Jules Winnfield (Samuel L. Jackson) and Vincen... \n",
14135 "... ... \n",
14136 "13320 Frank Martin returns as the Transporter with o... \n",
14137 "13321 Connie Doyle is eighteen and pregnant when her... \n",
14138 "13322 Hired to drive her to her venue, the composed,... \n",
14139 "13323 Two brothers, Leon and Bobby are members of th... \n",
14140 "13324 Identical twins Liv, a popular television star... \n",
14141 "\n",
14142 " 3 \\\n",
14143 "0 After the murder of his wife, hotshot banker A... \n",
14144 "1 The follow-up to Batman Begins (2005), this mo... \n",
14145 "2 Dominic Cobb is an spy who instead of breaking... \n",
14146 "3 A young man leads a pretty humdrum life assess... \n",
14147 "4 Faced with life's cruel irony, the unpredictab... \n",
14148 "... ... \n",
14149 "13320 It looks like we don't have a Synopsis for thi... \n",
14150 "13321 Aboard a train, philandering gentleman womaniz... \n",
14151 "13322 It looks like we don't have a Synopsis for thi... \n",
14152 "13323 1950's New York City. A bad and bloody gang wa... \n",
14153 "13324 Centers on identical twins Liv & Maddie. One, ... \n",
14154 "\n",
14155 " 4 \\\n",
14156 "0 Andy Dufresne is sent to Shawshank Prison for ... \n",
14157 "1 Gotham's new District Attorney has been electe... \n",
14158 "2 Dominic Cobb is the foremost practitioner of t... \n",
14159 "3 An insomniac unnamed narrator needs a fantasy ... \n",
14160 "4 Pumpkin (Tim Roth) and Honey Bunny (Amanda Plu... \n",
14161 "... ... \n",
14162 "13320 None \n",
14163 "13321 A woman gets pregnant by her boyfriend, who th... \n",
14164 "13322 None \n",
14165