IPC JPlatpat Chrome cntl + Source Code cd ' 20170101.html' In [1]: from bs4 import BeautifulSoup 20170101 In [2]: html = open('shimazu_2017.html') soup = BeautifulSoup(html, "html.parser") In [3]: type(soup) Out[3]: bs4.beautifulsoup In [4]: len(soup) Out[4]: 6
In [5]: soup.tbody Out[5]: <tbody> <tr> <th><label for=""> </label></th> <td> </td> <td><input checked="checked" class="input-label-horizontal" id="se archform_btmfcomdto_hyojiptnvalue01" name="btmfcomdto.hyojiptnvalu e" type="radio" value="01"/><label class="input-label-horizontal" for="searchform_btmfcomdto_hyojiptnvalue01"> </label> <input class="input-label-horizontal" id="searchform_btmfcomdto_hy ojiptnvalue03" name="btmfcomdto.hyojiptnvalue" type="radio" value= "03"/><label class="input-label-horizontal" for="searchform_btmfco MDTO_hyojiPtnValue03"> </label> <input class="input-label-horizontal" id="searchform_btmfcomdto_hy ojiptnvalue02" name="btmfcomdto.hyojiptnvalue" type="radio" value= "02"/><label class="input-label-horizontal" for="searchform_btmfco MDTO_hyojiPtnValue02">PDF </label> </td> </tr> </tbody> In [6]: soup.find_all("td") Out[6]: [<td> <td><input checked="checked" class="input-label-horizontal" id="s earchform_btmfcomdto_hyojiptnvalue01" name="btmfcomdto.hyojiptnval ue" type="radio" value="01"/><label class="input-label-horizontal" for="searchform_btmfcomdto_hyojiptnvalue01"> </label> <input class="input-label-horizontal" id="searchform_btmfcomdto_h yojiptnvalue03" name="btmfcomdto.hyojiptnvalue" type="radio" value ="03"/><label class="input-label-horizontal" for="searchform_btmfc OMDTO_hyojiPtnValue03"> </label> <input class="input-label-horizontal" id="searchform_btmfcomdto_h yojiptnvalue02" name="btmfcomdto.hyojiptnvalue" type="radio" value ="02"/><label class="input-label-horizontal" for="searchform_btmfc OMDTO_hyojiPtnValue02">PDF </label> <td class="number">1 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061796 71"> 6179671</a> <td> <td> <td>2017 08 16 <td> 2016-530762 <td>2014 07 03 <td>h01j 49/10 <td class="number">2 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061796
00"> 6179600</a> <td> <td> <td>2017 08 16 <td> 2015-541410 <td>2013 10 11 <td>g01n 27/62 <td class="number">3 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061794 22"> 6179422</a> <td> <td> <td>2017 08 16 <td> 2014-035571 <td>2014 02 26 <td>a61b 6/00 <td class="number">4 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061793 94"> 6179394</a> <td> <td> <td>2017 08 16 <td> 2013-271463 <td>2013 12 27 <td>a61b 6/00 <td class="number">5 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061792 92"> 6179292</a> <td> <td> <td>2017 08 16 <td> 2013-188222 <td>2013 09 11 <td>g01t 1/20 <td class="number">6 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061776 15"> 6177615</a> <td> <td> <td>2017 08 09 <td> 2013-158778 <td>2013 07 31 <td>g01b 15/02 <td class="number">7 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061764 03"> 6176403</a> <td> <td> <td>2017 08 09 <td> 2016-534030 <td>2014 07 16
<td>g01n 3/08 <td class="number">8 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061763 97"> 6176397</a> <td> <td> <td>2017 08 09 <td> 2016-523013 <td>2014 05 27 <td>g01n 27/62 <td class="number">9 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061763 34"> 6176334</a> <td> <td> <td>2017 08 09 <td> 2015-550263 <td>2013 11 28 <td>g01n 27/62 <td class="number">10 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061763 27"> 6176327</a> <td> <td> <td>2017 08 09 <td> 2015-526231 <td>2014 06 17 <td>g01n 21/65 <td class="number">11 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061760 49"> 6176049</a> <td> <td> <td>2017 08 09 <td> 2013-213315 <td>2013 10 11 <td>h01j 49/42 <td class="number">12 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061722 60"> 6172260</a> <td> <td> <td>2017 08 02 <td> 2015-502064 <td>2013 03 26 <td>h01j 49/06 <td class="number">13 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061722 47"> 6172247</a> <td> <td>
<td>2017 08 02 <td> 2015-235226 <td>2015 12 01 <td>g01n 30/54 <td class="number">14 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061720 54"> 6172054</a> <td> <td> <td>2017 08 02 <td> 2014-110782 <td>2014 05 29 <td>g01n 23/223 <td class="number">15 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061720 50"> 6172050</a> <td> <td> <td>2017 08 02 <td> 2014-108689 <td>2014 05 27 <td>a61b 6/04 <td class="number">16 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061720 41"> 6172041</a> <td> <td> <td>2017 08 02 <td> 2014-099496 <td>2014 05 13 <td>g01n 3/04 <td class="number">17 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061720 03"> 6172003</a> <td> <td> <td>2017 08 02 <td> 2014-057019 <td>2014 03 19 <td>h01j 49/40 <td class="number">18 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061719 93"> 6171993</a> <td> <td> <td>2017 08 02 <td> 2014-049615 <td>2014 03 13 <td>g01n 3/06 <td class="number">19 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061713 75"> 6171375</a>
<td> <td> <td>2017 08 02 <td> 2013-021681 <td>2013 02 06 <td>f16c 32/04 <td class="number">20 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061682 08"> 6168208</a> <td> <td> <td>2017 07 26 <td> 2016-142783 <td>2016 07 20 <td>g01n 15/02 <td class="number">21 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061681 72"> 6168172</a> <td> <td> <td>2017 07 26 <td> 2016-015042 <td>2016 01 29 <td>g01n 21/3518 <td class="number">22 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061679 85"> 6167985</a> <td> <td> <td>2017 07 26 <td> 2014-097278 <td>2014 05 09 <td>g01j 3/04 <td class="number">23 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061679 83"> 6167983</a> <td> <td> <td>2017 07 26 <td> 2014-089728 <td>2014 04 24 <td>g01n 3/32 <td class="number">24 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061679 69"> 6167969</a> <td> <td> <td>2017 07 26 <td> 2014-071971 <td>2014 03 31 <td>g01n 27/62
<td>g01n 27/62 <td class="number">25 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061679 67"> 6167967</a> <td> <td> <td>2017 07 26 <td> 2014-070953 <td>2014 03 31 <td>h01j 61/35 <td class="number">26 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061679 34"> 6167934</a> <td> <td> <td>2017 07 26 <td> 2014-033574 <td>2014 02 25 <td>h01j 49/10 <td class="number">27 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061679 20"> 6167920</a> <td> <td> <td>2017 07 26 <td> 2014-017331 <td>2014 01 31 <td>g01n 21/27 <td class="number">28 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061675 52"> 6167552</a> <td> <td> <td>2017 07 26 <td> 2013-029699 <td>2013 02 19 <td>g01n 21/64 <td class="number">29 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061665 27"> 6166527</a> <td> <td> <td>2017 07 19 <td> 2012-254155 <td>2012 11 20 <td>a61b 6/10 <td class="number">30 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061643 85"> 6164385</a> <td> <td> <td>2017 07 19
<td> 2017-057623 <td>2017 03 23 <td>g01g 21/30 <td class="number">31 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061643 62"> 6164362</a> <td> <td> <td>2017 07 19 <td> 2016-509910 <td>2014 12 11 <td>g01t 1/161 <td class="number">32 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061642 93"> 6164293</a> <td> <td> <td>2017 07 19 <td> 2015-522266 <td>2013 06 20 <td>a61b 6/00 <td class="number">33 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061641 63"> 6164163</a> <td> <td> <td>2017 07 19 <td> 2014-122144 <td>2014 06 13 <td>h01s 5/022 <td class="number">34 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061641 60"> 6164160</a> <td> <td> <td>2017 07 19 <td> 2014-118302 <td>2014 06 09 <td>a61b 5/1455 <td class="number">35 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061639 36"> 6163936</a> <td> <td> <td>2017 07 19 <td> 2013-151451 <td>2013 07 22 <td>h01l 27/146 <td class="number">36 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061638 61"> 6163861</a>
<td> <td> <td>2017 07 19 <td> 2013-103703 <td>2013 05 16 <td>h01s 3/117 <td class="number">37 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061616 93"> 6161693</a> <td> <td> <td>2017 07 12 <td> 2015-515856 <td>2014 04 30 <td>a61b 3/10 <td class="number">38 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061607 46"> 6160746</a> <td> <td> <td>2017 07 12 <td> 2016-126193 <td>2016 06 27 <td>g01g 21/30 <td class="number">39 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061606 93"> 6160693</a> <td> <td> <td>2017 07 12 <td> 2015-522804 <td>2014 06 11 <td>a61k 47/34 <td class="number">40 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061606 92"> 6160692</a> <td> <td> <td>2017 07 12 <td> 2015-517583 <td>2013 05 28 <td>h01j 49/06 <td class="number">41 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061605 36"> 6160536</a> <td> <td> <td>2017 07 12 <td> 2014-069509 <td>2014 03 28 <td>g01n 31/00
<td class="number">42 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061605 29"> 6160529</a> <td> <td> <td>2017 07 12 <td> 2014-059766 <td>2014 03 24 <td>g01n 33/18 <td class="number">43 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061605 26"> 6160526</a> <td> <td> <td>2017 07 12 <td> 2014-056485 <td>2014 03 19 <td>g01n 30/32 <td class="number">44 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061604 75"> 6160475</a> <td> <td> <td>2017 07 12 <td> 2013-266508 <td>2013 12 25 <td>g01n 21/3563 <td class="number">45 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061604 72"> 6160472</a> <td> <td> <td>2017 07 12 <td> 2013-263322 <td>2013 12 20 <td>h01j 49/40 <td class="number">46 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061604 71"> 6160471</a> <td> <td> <td>2017 07 12 <td> 2013-262298 <td>2013 12 19 <td>h01j 49/40 <td class="number">47 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061602 55"> 6160255</a> <td> <td> <td>2017 07 12
<td> 2013-113998 <td>2013 05 30 <td>g01n 21/956 <td class="number">48 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061568 46"> 6156846</a> <td> <td> <td>2017 07 05 <td> 2014-042141 <td>2014 03 04 <td>g01n 27/64 <td class="number">49 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061568 45"> 6156845</a> <td> <td> <td>2017 07 05 <td> 2014-042140 <td>2014 03 04 <td>g01n 27/62 <td class="number">50 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061566 62"> 6156662</a> <td> <td> <td>2017 07 05 <td> 2015-544983 <td>2014 10 27 <td>g01n 30/04 <td class="number">51 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061565 78"> 6156578</a> <td> <td> <td>2017 07 05 <td> 2016-512630 <td>2015 03 02 <td>h04n 5/232 <td class="number">52 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061565 13"> 6156513</a> <td> <td> <td>2017 07 05 <td> 2015-548938 <td>2013 11 22 <td>b65g 49/06 <td class="number">53 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061565 02"> 6156502</a>
<td> <td> <td>2017 07 05 <td> 2015-535238 <td>2013 09 06 <td>b65g 49/06 <td class="number">54 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061565 01"> 6156501</a> <td> <td> <td>2017 07 05 <td> 2015-534023 <td>2014 05 20 <td>g01n 30/86 <td class="number">55 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061562 27"> 6156227</a> <td> <td> <td>2017 07 05 <td> 2014-072207 <td>2014 03 31 <td>g06f 3/041 <td class="number">56 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061560 98"> 6156098</a> <td> <td> <td>2017 07 05 <td> 2013-244500 <td>2013 11 27 <td>g01n 27/62 <td class="number">57 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061560 11"> 6156011</a> <td> <td> <td>2017 07 05 <td> 2013-195064 <td>2013 09 20 <td>g01n 23/04 <td class="number">58 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061559 95"> 6155995</a> <td> <td> <td>2017 07 05 <td> 2013-186748 <td>2013 09 09 <td>g01n 27/62 <td class="number">59
<td class="number">59 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061557 96"> 6155796</a> <td> <td> <td>2017 07 05 <td> 2013-089951 <td>2013 04 23 <td>c23c 14/24 <td class="number">60 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061531 39"> 6153139</a> <td> <td> <td>2017 06 28 <td> 2015-510153 <td>2014 04 04 <td>g01n 27/62 <td class="number">61 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061529 08"> 6152908</a> <td> <td> <td>2017 06 28 <td> 2016-077111 <td>2016 04 07 <td>g01n 27/62 <td class="number">62 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061528 97"> 6152897</a> <td> <td> <td>2017 06 28 <td> 2015-559719 <td>2014 02 03 <td>a61b 6/00 <td class="number">63 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061528 94"> 6152894</a> <td> <td> <td>2017 06 28 <td> 2015-550261 <td>2013 11 27 <td>a61b 6/00 <td class="number">64 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061500 10"> 6150010</a> <td> <td> <td>2017 06 21 <td> 2016-521147
<td>2015 05 21 <td>a61k 47/34 <td class="number">65 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061499 47"> 6149947</a> <td> <td> <td>2017 06 21 <td> 2015-555859 <td>2014 01 06 <td>g01n 27/62 <td class="number">66 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061498 10"> 6149810</a> <td> <td> <td>2017 06 21 <td> 2014-122258 <td>2014 06 13 <td>g01n 27/62 <td class="number">67 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061497 70"> 6149770</a> <td> <td> <td>2017 06 21 <td> 2014-055586 <td>2014 03 18 <td>g01n 30/84 <td class="number">68 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061496 74"> 6149674</a> <td> <td> <td>2017 06 21 <td> 2013-211738 <td>2013 10 09 <td>g01n 23/04 <td class="number">69 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061495 23"> 6149523</a> <td> <td> <td>2017 06 21 <td> 2013-124157 <td>2013 06 12 <td>g06f 21/64 <td class="number">70 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061487 38"> 6148738</a> <td>
<td> <td>2017 06 14 <td> 2015-546218 <td>2013 11 08 <td>c12m 3/00 <td class="number">71 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061485 40"> 6148540</a> <td> <td> <td>2017 06 14 <td> 2013-121292 <td>2013 06 07 <td>g01n 27/62 <td class="number">72 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061484 68"> 6148468</a> <td> <td> <td>2017 06 14 <td> 2013-003153 <td>2013 01 11 <td>g01n 30/86 <td class="number">73 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061464 75"> 6146475</a> <td> <td> <td>2017 06 14 <td> 2015-535236 <td>2013 09 06 <td>a61b 10/00 <td class="number">74 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061462 11"> 6146211</a> <td> <td> <td>2017 06 14 <td> 2013-178768 <td>2013 08 30 <td>g01n 27/62 <td class="number">75 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061430 24"> 6143024</a> <td> <td> <td>2017 06 07 <td> 2015-506422 <td>2013 03 19 <td>f16k 17/30
<td class="number">76 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061427 67"> 6142767</a> <td> <td> <td>2017 06 07 <td> 2013-218291 <td>2013 10 21 <td>g01n 27/64 <td class="number">77 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061426 55"> 6142655</a> <td> <td> <td>2017 06 07 <td> 2013-099224 <td>2013 05 09 <td>g01n 21/88 <td class="number">78 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061426 30"> 6142630</a> <td> <td> <td>2017 06 07 <td> 2013-073284 <td>2013 03 29 <td>f04d 19/04 <td class="number">79 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061425 34"> 6142534</a> <td> <td> <td>2017 06 07 <td> 2013-000946 <td>2013 01 08 <td>a61b 6/00 <td class="number">80 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061379 87"> 6137987</a> <td> <td> <td>2017 05 31 <td> 2013-164339 <td>2013 08 07 <td>g01n 21/3563 <td class="number">81 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061369 42"> 6136942</a> <td> <td> <td>2017 05 31
<td> 2014-005548 <td>2014 01 16 <td>b65b 35/08 <td class="number">82 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061368 00"> 6136800</a> <td> <td> <td>2017 05 31 <td> 2013-192535 <td>2013 09 18 <td>g01n 31/00 <td class="number">83 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061367 73"> 6136773</a> <td> <td> <td>2017 05 31 <td> 2013-179374 <td>2013 08 30 <td>g01n 27/62 <td class="number">84 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061367 71"> 6136771</a> <td> <td> <td>2017 05 31 <td> 2013-178770 <td>2013 08 30 <td>g01n 27/62 <td class="number">85 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061367 70"> 6136770</a> <td> <td> <td>2017 05 31 <td> 2013-178769 <td>2013 08 30 <td>g01n 27/62 <td class="number">86 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061364 75"> 6136475</a> <td> <td> <td>2017 05 31 <td> 2013-076693 <td>2013 04 02 <td>h01m 8/04 <td class="number">87 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061364 16"> 6136416</a>
<td> <td> <td>2017 05 31 <td> 2013-056984 <td>2013 03 19 <td>f04d 19/04 <td class="number">88 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061358 40"> 6135840</a> <td> <td> <td>2017 05 31 <td> 2012-195896 <td>2012 09 06 <td>h01s 5/022 <td class="number">89 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061358 20"> 6135820</a> <td> <td> <td>2017 05 31 <td> 2016-508424 <td>2014 03 20 <td>g01q 10/04 <td class="number">90 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061358 14"> 6135814</a> <td> <td> <td>2017 05 31 <td> 2016-157274 <td>2016 08 10 <td>g01n 27/62 <td class="number">91 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061357 77"> 6135777</a> <td> <td> <td>2017 05 31 <td> 2015-557651 <td>2014 01 17 <td>g01n 3/06 <td class="number">92 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061357 10"> 6135710</a> <td> <td> <td>2017 05 31 <td> 2015-105289 <td>2015 05 25 <td>g01n 1/28 <td class="number">93
<td class="number">93 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061350 46"> 6135046</a> <td> <td> <td>2017 05 31 <td> 2012-097187 <td>2012 04 20 <td>g01n 27/62 <td class="number">94 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061346 46"> 6134646</a> <td> <td> <td>2017 05 24 <td> 2013-532520 <td>2012 08 17 <td>g01n 27/62 <td class="number">95 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061344 86"> 6134486</a> <td> <td> <td>2017 05 24 <td> 2012-170886 <td>2012 08 01 <td>g01t 1/167 <td class="number">96 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061341 64"> 6134164</a> <td> <td> <td>2017 05 24 <td> 2013-047229 <td>2013 03 08 <td>g01n 27/62 <td class="number">97 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061320 73"> 6132073</a> <td> <td> <td>2017 05 24 <td> 2016-528777 <td>2014 06 24 <td>g01n 30/86 <td class="number">98 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061320 68"> 6132068</a> <td> <td> <td>2017 05 24 <td> 2016-505996
<td>2014 03 05 <td>g06f 3/048 <td class="number">99 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061320 67"> 6132067</a> <td> <td> <td>2017 05 24 <td> 2016-505969 <td>2014 03 03 <td>g01n 27/62 <td class="number">100 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061318 35"> 6131835</a> <td> <td> <td>2017 05 24 <td> 2013-233583 <td>2013 11 12 <td>h05g 1/30 <td class="number">101 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061318 32"> 6131832</a> <td> <td> <td>2017 05 24 <td> 2013-231779 <td>2013 11 08 <td>h05g 1/34 <td class="number">102 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061316 23"> 6131623</a> <td> <td> <td>2017 05 24 <td> 2013-025530 <td>2013 02 13 <td>h01j 35/10 <td class="number">103 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061316 06"> 6131606</a> <td> <td> <td>2017 05 24 <td> 2013-008437 <td>2013 01 21 <td>g01n 23/04 <td class="number">104 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061316 02"> 6131602</a> <td>
<td> <td>2017 05 24 <td> 2013-006575 <td>2013 01 17 <td>f16c 32/04 <td class="number">105 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061314 43"> 6131443</a> <td> <td> <td>2017 05 24 <td> 2014-542165 <td>2013 10 17 <td>g01n 30/88 <td class="number">106 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061287 37"> 6128737</a> <td> <td> <td>2017 05 17 <td> 2012-040845 <td>2012 02 28 <td>g01j 3/02 <td class="number">107 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061282 35"> 6128235</a> <td> <td> <td>2017 05 17 <td> 2015-557601 <td>2014 01 14 <td>g01n 27/62 <td class="number">108 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061282 34"> 6128234</a> <td> <td> <td>2017 05 17 <td> 2015-551281 <td>2013 12 02 <td>g01n 30/04 <td class="number">109 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061280 21"> 6128021</a> <td> <td> <td>2017 05 17 <td> 2014-044489 <td>2014 03 07 <td>g01g 23/02 <td class="number">110
<td><a class="detailedlink" href="#" id="detailedlink_jpb 0061279 36"> 6127936</a> <td> <td> <td>2017 05 17 <td> 2013-245378 <td>2013 11 27 <td>a61b 6/00 <td class="number">111 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061279 35"> 6127935</a> <td> <td> <td>2017 05 17 <td> 2013-245377 <td>2013 11 27 <td>a61b 6/00 <td class="number">112 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061279 33"> 6127933</a> <td> <td> <td>2017 05 17 <td> 2013-239769 <td>2013 11 20 <td>g01n 30/06 <td class="number">113 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061279 30"> 6127930</a> <td> <td> <td>2017 05 17 <td> 2013-236589 <td>2013 11 15 <td>g01n 31/00 <td class="number">114 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061279 29"> 6127929</a> <td> <td> <td>2017 05 17 <td> 2013-234891 <td>2013 11 13 <td>g01t 1/161 <td class="number">115 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061279 28"> 6127928</a> <td> <td> <td>2017 05 17 <td> 2013-234890
<td>2013 11 13 <td>g01t 1/161 <td class="number">116 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061278 92"> 6127892</a> <td> <td> <td>2017 05 17 <td> 2013-210492 <td>2013 10 07 <td>g06f 3/0481 <td class="number">117 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061278 49"> 6127849</a> <td> <td> <td>2017 05 17 <td> 2013-188511 <td>2013 09 11 <td>g01n 27/62 <td class="number">118 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061277 90"> 6127790</a> <td> <td> <td>2017 05 17 <td> 2013-146066 <td>2013 07 12 <td>g01n 30/86 <td class="number">119 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061277 68"> 6127768</a> <td> <td> <td>2017 05 17 <td> 2013-131122 <td>2013 06 21 <td>g01r 29/12 <td class="number">120 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061277 34"> 6127734</a> <td> <td> <td>2017 05 17 <td> 2013-116163 <td>2013 05 31 <td>g01r 29/08 <td class="number">121 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061277 17"> 6127717</a> <td>
<td> <td>2017 05 17 <td> 2013-110011 <td>2013 05 24 <td>g01n 23/207 <td class="number">122 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061274 73"> 6127473</a> <td> <td> <td>2017 05 17 <td> 2012-259323 <td>2012 11 28 <td>g01v 3/08 <td class="number">123 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061239 01"> 6123901</a> <td> <td> <td>2017 05 10 <td> 2015-535240 <td>2013 09 06 <td>a61b 6/00 <td class="number">124 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061237 15"> 6123715</a> <td> <td> <td>2017 05 10 <td> 2014-056591 <td>2014 03 19 <td>a61b 6/00 <td class="number">125 <td><a class="detailedlink" href="#" id="detailedlink_jpb 0061236 95"> 6123695</a> <td> <td> <td>2017 05 10 <td> 2014-024469...] In [7]: import re ipc = soup.find_all("td", text=re.compile("/")) ipc_list = [] for x in ipc: ipc_list.append(str(x))
In [8]: def get_counts(sequence): counts ={} for x in sequence: if x in counts: counts[x]+=1 else: counts[x] = 1 return counts In [19]: In [9]: ipc_counts = get_counts(ipc_list) type(ipc_counts) Out[9]: dict In [10]: ipc_counts.values() Out[10]: dict_values([1, 1, 1, 2, 1, 24, 1, 9, 2, 1, 1, 1, 3, 1, 2, 2, 33, 2, 4, 1, 1, 1, 1, 1, 1, 1, 2, 4, 1, 1, 5, 3, 3, 1, 1, 2, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 2, 2, 1, 1, 1, 2, 3, 1, 4, 1, 2, 1, 1, 1, 3, 1, 11, 1, 2, 1, 1, 6, 1, 1, 1, 1, 2, 1, 1, 1, 1, 3, 1, 2, 1, 1, 3, 1, 1, 1, 1, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 3, 1, 1, 1, 1, 2, 1, 1, 2, 1, 1, 2]) ipc_counts tems top_counts func In [11]: def top_counts(count_dict,n=10): value_key_pairs =[(count,tz) for tz, count in count_dict.items()]#(count, tz) value_key_pairs.sort()# return value_key_pairs[-n:]# -10 10 #count count tz (count, tz) In [12]: most_ipc = top_counts(ipc_counts)
In [13]: most_ipc Out[13]: [(3, '<td>h01l 21/677</td>'), (4, '<td>a61b 10/00</td>'), (4, '<td>g01n 15/02</td>'), (4, '<td>g01n 31/00</td>'), (5, '<td>h01j 49/10</td>'), (6, '<td>g01t 1/161</td>'), (9, '<td>f04d 19/04</td>'), (11, '<td>g01n 30/86</td>'), (24, '<td>a61b 6/00</td>'), (33, '<td>g01n 27/62</td>')] In [14]: import numpy as np import pandas as pd from pandas import DataFrame,Series pandas pandas ipc_list In [15]: frame=dataframe(ipc_list) In [16]: x=frame[0].value_counts()[:10] In [17]: x Out[17]: <td>g01n 27/62</td> 33 <td>a61b 6/00</td> 24 <td>g01n 30/86</td> 11 <td>f04d 19/04</td> 9 <td>g01t 1/161</td> 6 <td>h01j 49/10</td> 5 <td>a61b 10/00</td> 4 <td>g01n 31/00</td> 4 <td>g01n 15/02</td> 4 <td>h01j 49/40</td> 3 Name: 0, dtype: int64
In [20]: import matplotlib.pyplot as p x.plot(kind='barh') Out[20]: <matplotlib.axes._subplots.axessubplot at 0x11a830390> In [21]: x.plot(kind='pie') Out[21]: <matplotlib.axes._subplots.axessubplot at 0x114e0d240> IPC F24F11/2@F IPC
In [22]: from bs4 import BeautifulSoup html2 = open('g01n27_62_2017.html') soup2 = BeautifulSoup(html2, "html.parser") In [23]: z=soup2.find_all("td") rv_list = [] for x in z: rv_list.append(str(x)) In [24]: import pandas as pd import numpy as np from pandas import DataFrame, Series frame=series(rv_list) In [25]: len(frame)#df Series Out[25]: 762 In [26]: #frame 5,13,21,... In [27]: i=0 x1=[] while i <int(len(frame)/8)-1: x1.append(frame[5+8*i]) i +=1 In [28]: type(int(len(frame)/8)) Out[28]: int i
In [ ]: In [29]: x2 = DataFrame(x1) In [30]: x3=x2[0].value_counts()[:10] In [31]: x3 Out[31]: <td> </td> 26 <td> </td> 7 <td> </td> 6 <td> </td> 6 <td> </td> 3 <td> < /td> 2 <td> </td> 2 <td> </td> 2 <td> </td> 2 <td> </td> 2 Name: 0, dtype: int64 In [32]: import matplotlib.pyplot as plt %matplotlib inline x3.plot(kind='barh') Out[32]: <matplotlib.axes._subplots.axessubplot at 0x1062fcba8>
In [2]:!PIP install chromote Collecting chromote Downloading chromote-0.3.0.tar.gz Requirement already satisfied: requests in /Users/junyamamoto/anac onda/lib/python3.5/site-packages (from chromote) Collecting websocket-client (from chromote) Downloading websocket_client-0.44.0-py2.py3-none-any.whl (199kB) [K 100% 204kB 1.8MB/s [?25hRequirement already satisfied: six in /Users/junyamamoto/anac onda/lib/python3.5/site-packages (from websocket-client->chromote) Building wheels for collected packages: chromote Running setup.py bdist_wheel for chromote... [?25l- \ done [?25h Stored in directory: /Users/junyamamoto/Library/Caches/pip/ wheels/72/00/23/2bc4d58d057ecd415d08f767becb21a89bfaa95ae3606c85e4 Successfully built chromote Installing collected packages: websocket-client, chromote Successfully installed chromote-0.3.0 websocket-client-0.44.0 In [1]: from chromote import Chromote In [4]: chrome = Chromote In [6]: tab=chrome.tabs In [14]:!PIP install selenium Collecting selenium Downloading selenium-3.5.0-py2.py3-none-any.whl (921kB) [K 100% 921kB 514kB/s [?25hInstalling collected packages: selenium Successfully installed selenium-3.5.0 In [ ]: In [ ]: