batch_plot_citations.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## notebook for plotting the citation patterns of several conferences"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "revisions from v0:\n",
    "\n",
    "* DONE - fix venue name entry: CoRR\n",
    "* DONE - have venue name indicate conf or journal (-c, -j suffix) \n",
    "* DONE - clean up the data structure and groupbys \n",
    "* (no longer needed?) normalize heatmaps, compute entropy\n",
    "* DONE export one single graph for incoming/outgoing citations\n",
    "* DONE generate network layout for the graph above\n",
    "* DONE - auto save and name the plots\n",
    "* DONE - code to generate blog posts\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1296 17026 20872\n",
      "1283 conferences and 23404 journals found in db\n",
      "      VenueID VenueName\n",
      "c 0  42C0AB71      PAKM\n",
      "  1  42DBFEF6       SWS\n",
      "  2  42F4C8D1    ACIIDS\n",
      "  3  4366C780      ICGI\n",
      "  4  43742018      CTIC\n",
      "          VenueID                                          VenueName\n",
      "j 24682  3B5E5672                        Medicina Veterinaria-recife\n",
      "  24683  3B6C2D0B                 Emj-engineering Management Journal\n",
      "  24684  3B80ECF8  Eklem Hastaliklari Ve Cerrahisi-joint Diseases...\n",
      "  24685  3D88A422                              Medicina-buenos Aires\n",
      "  24686  3DCAB9BD                                Lecciones y Ensayos\n",
      "24687\n",
      "changing this entry: \n",
      "          VenueID                                   VenueName\n",
      "j 19255  0B68DB42  Clinical Orthopaedics and Related Research\n",
      "to this entry: \n",
      "          VenueID VenueName\n",
      "j 19255  0B68DB42      CoRR\n",
      "    PaperID                                          TitleOrig  \\\n",
      "0  7513E538  Program synthesis: opportunities for the next ...   \n",
      "1  03EACD54                         Experiences with clean I/O   \n",
      "2  77DDC5AE  Expressing mathematical subroutines constructi...   \n",
      "3  779E6052          Parallel interpretation of logic programs   \n",
      "4  7637F199                   Implementing Haskell overloading   \n",
      "\n",
      "                                           TitleNorm  PubYear     PubDate  \\\n",
      "0  program synthesis opportunities for the next d...     2015  2015/08/29   \n",
      "1                         experiences with clean i o     1995  1995/07/10   \n",
      "2  expressing mathematical subroutines constructi...     1988  1988/01/01   \n",
      "3          parallel interpretation of logic programs     1981  1981/10/18   \n",
      "4                   implementing haskell overloading     1993  1993/07/01   \n",
      "\n",
      "                       DOI                                          VenueOrig  \\\n",
      "0  10.1145/2784731.2789052  international conference on functional program...   \n",
      "1                      NaN  international conference on functional program...   \n",
      "2                      NaN  international conference on functional program...   \n",
      "3    10.1145/800223.806775  international conference on functional program...   \n",
      "4                      NaN  international conference on functional program...   \n",
      "\n",
      "  VenueNorm JournalID    ConfID  PaperRank  \n",
      "0      icfp       NaN  454ED2F8      19555  \n",
      "1      icfp       NaN  454ED2F8      17524  \n",
      "2      icfp       NaN  454ED2F8      17705  \n",
      "3      icfp       NaN  454ED2F8      16843  \n",
      "4      icfp       NaN  454ED2F8      18370  \n",
      "    PaperID     RefID  PaperPubYear PaperConfID  RefPubYear RefVenueID\n",
      "0  58BE81C1  7C874A32          1991    454ED2F8        1990           \n",
      "1  59A07205  0984FB33          1987    454ED2F8        1982           \n",
      "2  59CD3E1C  812716BA          1995    454ED2F8        1978   0867CDAD\n",
      "3  59E1CF57  5D462CCD          1985    454ED2F8        1979   431CE69C\n",
      "4  5CA6C190  7879564D          1991    454ED2F8        1989   4524B15F\n",
      "    PaperID     RefID  RefPubYear RefConfID  PaperPubYear PaperVenueID\n",
      "0  005D104E  5FE30A32        1991  454ED2F8          2000     46FFDB2C\n",
      "1  0119704B  7BA2D450        1996  454ED2F8          2011             \n",
      "2  01223CF2  7E5851C8        2000  454ED2F8          2009             \n",
      "3  01835F88  7CD0C150        1993  454ED2F8          2012             \n",
      "4  01A1B304  7C247939        2005  454ED2F8          2006             \n",
      "[1980 1981 1982 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995\n",
      " 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010\n",
      " 2011 2012 2013 2014 2015]\n",
      "[1980 1981 1982 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995\n",
      " 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010\n",
      " 2011 2012 2013 2014 2015]\n",
      "[1865 1891 1908 1911 1923 1924 1929 1932 1936 1937 1940 1941 1942 1947 1950\n",
      " 1952 1953 1954 1955 1956 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967\n",
      " 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982\n",
      " 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997\n",
      " 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012\n",
      " 2013 2014 2015]\n",
      "[1980 1981 1982 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995\n",
      " 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010\n",
      " 2011 2012 2013 2014 2015]\n",
      "1980    30\n",
      "1981    27\n",
      "1982    29\n",
      "1984    37\n",
      "1985    27\n",
      "Name: PubYear, dtype: int64\n",
      "[ 7.66666667  7.          8.03448276  6.94594595  8.37037037]\n",
      "[ 12.46666667  14.37037037  14.20689655  36.59459459  31.2962963 ]\n",
      "[123, 111, 151, 158, 159, 196, 142, 181, 188, 188, 283, 296, 239, 326, 397, 250, 290, 366, 245, 235, 359, 311, 507, 238, 506, 534, 378, 682, 490, 622, 674, 586, 709, 579, 434] [107, 78, 82, 99, 67, 78, 79, 82, 83, 78, 165, 135, 92, 127, 197, 119, 126, 217, 146, 113, 161, 176, 221, 121, 211, 241, 129, 214, 148, 219, 167, 168, 197, 147, 103]\n",
      "[255, 249, 284, 933, 485, 636, 261, 438, 554, 368, 647, 446, 560, 460, 523, 426, 492, 780, 462, 830, 421, 459, 534, 192, 472, 389, 288, 402, 317, 304, 271, 136, 144, 31, 2] [119, 139, 128, 421, 360, 287, 184, 156, 254, 93, 259, 157, 241, 167, 174, 135, 245, 409, 182, 367, 189, 184, 260, 81, 207, 181, 132, 173, 155, 162, 101, 62, 47, 9, 1]\n",
      "35 35\n",
      "1296 paper papers from 1980 to 2015, citing 17026 others, avg 13.14 references per paper\n",
      "1296 paper papers from 1980 to 2015, cited 20872 time, avg 16.10 cites per paper\n",
      "33 top-25 venues, union of reference and citations.\n",
      "1.15490195999 1798.0 1798.0 3596.0\n",
      "<td>\n",
      "<a href=/citation/ICFP>\n",
      "\tICFP - International Conference on Functional Programming (1980-2015) \n",
      " <img align=center width=250 src=\"/img/citation/ICFP/ICFP_mini_graph.png\">\n",
      "<a>\n",
      "</td>\n",
      "\n",
      "1435 16044 21640\n",
      "1283 conferences and 23404 journals found in db\n",
      "      VenueID VenueName\n",
      "c 0  42C0AB71      PAKM\n",
      "  1  42DBFEF6       SWS\n",
      "  2  42F4C8D1    ACIIDS\n",
      "  3  4366C780      ICGI\n",
      "  4  43742018      CTIC\n",
      "          VenueID                                          VenueName\n",
      "j 24682  3B5E5672                        Medicina Veterinaria-recife\n",
      "  24683  3B6C2D0B                 Emj-engineering Management Journal\n",
      "  24684  3B80ECF8  Eklem Hastaliklari Ve Cerrahisi-joint Diseases...\n",
      "  24685  3D88A422                              Medicina-buenos Aires\n",
      "  24686  3DCAB9BD                                Lecciones y Ensayos\n",
      "24687\n",
      "changing this entry: \n",
      "          VenueID                                   VenueName\n",
      "j 19255  0B68DB42  Clinical Orthopaedics and Related Research\n",
      "to this entry: \n",
      "          VenueID VenueName\n",
      "j 19255  0B68DB42      CoRR\n",
      "    PaperID                                          TitleOrig  \\\n",
      "0  7DD7E85C    Marco: safe, expressive macros for any language   \n",
      "1  5E0D0AAC  Identity-sensitive Points-to Analysis for the ...   \n",
      "2  59D3161E  An Implementation Method of Migratable Distrib...   \n",
      "3  5E37D416  Applying Distributed Shared Memory Techniques ...   \n",
      "4  5B578D1A        Interactive System Design and Object Models   \n",
      "\n",
      "                                           TitleNorm  PubYear     PubDate  \\\n",
      "0      marco safe expressive macros for any language     2012  2012/06/11   \n",
      "1  identity sensitive points to analysis for the ...     2013  2013/12/13   \n",
      "2  an implementation method of migratable distrib...     1996  1996/07/08   \n",
      "3  applying distributed shared memory techniques ...     1997  1997/06/09   \n",
      "4        interactive system design and object models     1999  1999/06/14   \n",
      "\n",
      "                            DOI  \\\n",
      "0  10.1007/978-3-642-31057-7_26   \n",
      "1                           NaN   \n",
      "2            10.1007/BFb0053067   \n",
      "3      10.1007/3-540-69687-3_90   \n",
      "4      10.1007/3-540-46589-8_16   \n",
      "\n",
      "                                           VenueOrig VenueNorm JournalID  \\\n",
      "0  european conference on object-oriented program...     ecoop       NaN   \n",
      "1  european conference on object-oriented program...     ecoop       NaN   \n",
      "2  european conference on object-oriented program...     ecoop       NaN   \n",
      "3  european conference on object-oriented program...     ecoop       NaN   \n",
      "4  european conference on object-oriented program...     ecoop       NaN   \n",
      "\n",
      "     ConfID  PaperRank  \n",
      "0  462A683B      19353  \n",
      "1  462A683B      19097  \n",
      "2  462A683B      19168  \n",
      "3  462A683B      19505  \n",
      "4  462A683B      19430  \n",
      "    PaperID     RefID  PaperPubYear PaperConfID  RefPubYear RefVenueID\n",
      "0  00D72EB6  81785664          2003    462A683B        1997   43DFAE0A\n",
      "1  01034F61  012628B7          1998    462A683B        1997           \n",
      "2  0137D13C  7C46D635          1992    462A683B        1981           \n",
      "3  014305AE  8061B5D5          2014    462A683B        2002           \n",
      "4  02B83AA1  7D0254E5          2012    462A683B        1999           \n",
      "    PaperID     RefID  RefPubYear RefConfID  PaperPubYear PaperVenueID\n",
      "0  0018CEEC  7F1212E5        1998  462A683B          2012             \n",
      "1  0048FE58  5FFF5A3B        2001  462A683B          2004             \n",
      "2  007F9767  7FB85950        1992  462A683B          1994             \n",
      "3  00A37DCB  5EB5992F        2005  462A683B          2012     45ECD72D\n",
      "4  00ABFFF5  5DC2C168        2004  462A683B          2007             \n",
      "[1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001\n",
      " 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015]\n",
      "[1987 1988 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002\n",
      " 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015]\n",
      "[1891 1935 1938 1945 1951 1952 1957 1959 1960 1962 1963 1964 1965 1966 1967\n",
      " 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982\n",
      " 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997\n",
      " 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012\n",
      " 2013 2014 2015]\n",
      "[1987 1988 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002\n",
      " 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015]\n",
      "1987    31\n",
      "1988    33\n",
      "1990    52\n",
      "1991    43\n",
      "1992    28\n",
      "Name: PubYear, dtype: int64\n",
      "[  7.           8.06060606   6.05769231   9.3255814   13.60714286]\n",
      "[ 11.77419355   9.93939394  22.76923077  21.46511628  24.60714286]\n",
      "[117, 173, 178, 244, 250, 415, 324, 303, 234, 390, 536, 475, 295, 299, 561, 258, 495, 462, 656, 647, 549, 486, 437, 444, 553, 621, 342, 36] [100, 93, 137, 157, 131, 196, 196, 155, 134, 323, 387, 343, 263, 191, 394, 133, 192, 209, 285, 276, 183, 142, 147, 131, 153, 122, 82, 9]\n",
      "[214, 197, 715, 609, 416, 464, 379, 541, 144, 725, 1021, 977, 461, 1402, 657, 461, 645, 737, 492, 588, 347, 365, 312, 199, 144, 89, 27, 11] [151, 131, 469, 314, 273, 319, 260, 248, 81, 515, 865, 558, 301, 907, 381, 228, 313, 337, 236, 349, 239, 192, 158, 100, 86, 36, 21, 4]\n",
      "28 28\n",
      "1435 paper papers from 1987 to 2015, citing 16044 others, avg 11.18 references per paper\n",
      "1435 paper papers from 1987 to 2015, cited 21640 time, avg 15.08 cites per paper\n",
      "36 top-25 venues, union of reference and citations.\n",
      "1.10551018477 1294.0 1294.0 2588.0\n",
      "<td>\n",
      "<a href=/citation/ECOOP>\n",
      "\tECOOP - European Conference on Object-Oriented Programming (1987-2015) \n",
      " <img align=center width=250 src=\"/img/citation/ECOOP/ECOOP_mini_graph.png\">\n",
      "<a>\n",
      "</td>\n",
      "\n",
      "1071 10942 7902\n",
      "1283 conferences and 23404 journals found in db\n",
      "      VenueID VenueName\n",
      "c 0  42C0AB71      PAKM\n",
      "  1  42DBFEF6       SWS\n",
      "  2  42F4C8D1    ACIIDS\n",
      "  3  4366C780      ICGI\n",
      "  4  43742018      CTIC\n",
      "          VenueID                                          VenueName\n",
      "j 24682  3B5E5672                        Medicina Veterinaria-recife\n",
      "  24683  3B6C2D0B                 Emj-engineering Management Journal\n",
      "  24684  3B80ECF8  Eklem Hastaliklari Ve Cerrahisi-joint Diseases...\n",
      "  24685  3D88A422                              Medicina-buenos Aires\n",
      "  24686  3DCAB9BD                                Lecciones y Ensayos\n",
      "24687\n",
      "changing this entry: \n",
      "          VenueID                                   VenueName\n",
      "j 19255  0B68DB42  Clinical Orthopaedics and Related Research\n",
      "to this entry: \n",
      "          VenueID VenueName\n",
      "j 19255  0B68DB42      CoRR\n",
      "    PaperID                                          TitleOrig  \\\n",
      "0  7CB91FBC  Weighted pushdown systems and their applicatio...   \n",
      "1  80D29569  Establishing local temporal heap safety proper...   \n",
      "2  79E7695D  Abstract interpretation of programs as Markov ...   \n",
      "3  813FF831  Computer-assisted verification of a protocol f...   \n",
      "4  7E725369  Typestate verification: abstraction techniques...   \n",
      "\n",
      "                                           TitleNorm  PubYear     PubDate  \\\n",
      "0  weighted pushdown systems and their applicatio...     2005  2005/10/01   \n",
      "1  establishing local temporal heap safety proper...     2005  2005/10/01   \n",
      "2  abstract interpretation of programs as markov ...     2005  2005/10/01   \n",
      "3  computer assisted verification of a protocol f...     2005  2005/10/01   \n",
      "4  typestate verification abstraction techniques ...     2005  2005/10/01   \n",
      "\n",
      "                           DOI                  VenueOrig VenueNorm JournalID  \\\n",
      "0  10.1016/j.scico.2005.02.009  static analysis symposium       sas  0140E2D3   \n",
      "1                          NaN  static analysis symposium       sas  0140E2D3   \n",
      "2                          NaN  static analysis symposium       sas  0140E2D3   \n",
      "3                          NaN  static analysis symposium       sas  0140E2D3   \n",
      "4  10.1016/j.scico.2005.02.004  static analysis symposium       sas  0140E2D3   \n",
      "\n",
      "     ConfID  PaperRank  \n",
      "0  43CDABDA      17247  \n",
      "1  43CDABDA      18757  \n",
      "2  43CDABDA      18614  \n",
      "3  43CDABDA      18271  \n",
      "4  43CDABDA      19023  \n",
      "    PaperID     RefID  PaperPubYear PaperConfID  RefPubYear RefVenueID\n",
      "0  0007877E  77D1481F          2011    43CDABDA        2005   43555C32\n",
      "1  0090E0CF  078E9681          2013    43CDABDA        2002           \n",
      "2  00979B92  5E3609BE          2014    43CDABDA        1989   4637EEEA\n",
      "3  00C9364C  5D741149          2005    43CDABDA        1992   42F73407\n",
      "4  00C9364C  7787853E          2005    43CDABDA        2004   074E39F8\n",
      "    PaperID     RefID  RefPubYear RefConfID  PaperPubYear PaperVenueID\n",
      "0  002DEC20  3BB36C3E        2013  43CDABDA          2014     4516081A\n",
      "1  012817F9  5E74C282        2007  43CDABDA          2012     43E84C32\n",
      "2  02882252  81459CD6        1999  43CDABDA          2003     027877C6\n",
      "3  02A56E3D  685CD8CF        2004  43CDABDA          2007             \n",
      "4  046DFFBA  5A86E05C        2003  43CDABDA          2013     43CDABDA\n",
      "[1968 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007\n",
      " 2008 2009 2010 2011 2012 2013 2014 2015]\n",
      "[1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008\n",
      " 2009 2010 2011 2012 2013 2014 2015]\n",
      "[1878 1908 1933 1936 1937 1942 1943 1949 1952 1953 1954 1955 1956 1957 1960\n",
      " 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975\n",
      " 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990\n",
      " 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005\n",
      " 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015]\n",
      "[1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008\n",
      " 2009 2010 2011 2012 2013 2014 2015]\n",
      "1994    27\n",
      "1995    25\n",
      "1996    28\n",
      "1997    31\n",
      "1998    23\n",
      "Name: PubYear, dtype: int64\n",
      "[ 16.55555556  14.2         12.32142857  12.19354839  18.26086957]\n",
      "[ 13.7037037   12.92        12.57142857   9.16129032  13.69565217]\n",
      "[277, 229, 242, 270, 297, 219, 271, 396, 440, 390, 261, 363, 533, 344, 350, 575, 421, 616, 417, 391, 367, 614] [170, 126, 103, 108, 123, 70, 85, 153, 166, 148, 79, 117, 140, 92, 82, 176, 107, 167, 86, 75, 56, 230]\n",
      "[276, 253, 273, 240, 255, 315, 342, 427, 396, 521, 295, 439, 428, 289, 132, 207, 276, 238, 151, 109, 37, 5] [94, 70, 79, 44, 60, 92, 131, 162, 178, 182, 121, 123, 152, 113, 47, 101, 74, 63, 49, 34, 21, 8]\n",
      "22 22\n",
      "1071 paper papers from 1968 to 2015, citing 10942 others, avg 10.22 references per paper\n",
      "1071 paper papers from 1968 to 2015, cited 7902 time, avg 7.38 cites per paper\n",
      "36 top-25 venues, union of reference and citations.\n",
      "1.33243845992 903.0 435.0 1121.0\n",
      "<td>\n",
      "<a href=/citation/SAS>\n",
      "\tSAS - Static Analysis Symposium (1994-2015) \n",
      " <img align=center width=250 src=\"/img/citation/SAS/SAS_mini_graph.png\">\n",
      "<a>\n",
      "</td>\n",
      "\n",
      "<td>\n",
      "<a href=/citation/ICFP>\n",
      "\tICFP - International Conference on Functional Programming (1980-2015) \n",
      " <img align=center width=250 src=\"/img/citation/ICFP/ICFP_mini_graph.png\">\n",
      "<a>\n",
      "</td>\n",
      "\n",
      "\n",
      "\n",
      "<td>\n",
      "<a href=/citation/ECOOP>\n",
      "\tECOOP - European Conference on Object-Oriented Programming (1987-2015) \n",
      " <img align=center width=250 src=\"/img/citation/ECOOP/ECOOP_mini_graph.png\">\n",
      "<a>\n",
      "</td>\n",
      "\n",
      "\n",
      "\n",
      "<td>\n",
      "<a href=/citation/SAS>\n",
      "\tSAS - Static Analysis Symposium (1994-2015) \n",
      " <img align=center width=250 src=\"/img/citation/SAS/SAS_mini_graph.png\">\n",
      "<a>\n",
      "</td>\n",
      "\n",
      "\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/xlx/anaconda/lib/python3.5/site-packages/matplotlib/pyplot.py:516: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n",
      "  max_open_warning, RuntimeWarning)\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "#%run plot_citations.py NIPS,ICML,UAI,ACL,EMNLP,NAACL\n",
    "#%run plot_citations.py RECOMB,ISMB,PSB,STOC,FOCS,SODA\n",
    "#%run plot_citations.py PLDI,OOPSLA,ICSE,SIGCOMM,SIGMETRICS,IMC\n",
    "#%run plot_citations.py ECCV,ICCV,CVPR,SIGIR,CIKM,ICWSM\n",
    "#%run plot_citations.py KDD,WWW,WSDM,SIGGRAPH,MM,ISMIR\n",
    "#%run plot_citations.py CHI,UIST,CSCW,ICMI,IUI,SIGMOD,VLDB,ICDE\n",
    "#%run plot_citations.py IJCAI,IROS,ICRA,ICAPS,ICASSP,INTERSPEECH,ISIT\n",
    "#%run plot_citations.py EUROCRYPT,CRYPTO,CHES #ASIACRYPT\n",
    "\n",
    "#%run plot_citations.py OSDI,CAV,LICS,SOSP,POPL,ASE,FSE,UbiComp,IROS\n",
    "#%run plot_citations.py CCS,HPDC,ICS,MOBICOM,MobiSys,SenSys,EuroSys\n",
    "#%run plot_citations.py ASPLOS,ISCA,MICRO,INFOCOM,NSDI,PODS\n",
    "# CS ranking batch #2 \n",
    "#%run plot_citations.py AAMAS,CAV,CoNEXT,HPCA,HPDC,IPDPS,ISSTA,NDSS,PETS,PPoPP,SPAA,UAI\n",
    "%run plot_citations.py ICFP,ECOOP,SAS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<td>\n",
      "<a href=/citation/NIPS>\n",
      "\tNIPS - Neural Information Processing Systems (1987-2015) \n",
      " <img align=center width=250 src=\"/img/citation/NIPS/NIPS_mini_graph.png\">\n",
      "<a>\n",
      "</td>\n",
      "\n",
      "\n",
      "\n",
      "<td>\n",
      "<a href=/citation/ICML>\n",
      "\tICML - International Conference on Machine Learning (1987-2015) \n",
      " <img align=center width=250 src=\"/img/citation/ICML/ICML_mini_graph.png\">\n",
      "<a>\n",
      "</td>\n",
      "\n",
      "\n",
      "\n",
      "<td>\n",
      "<a href=/citation/UAI>\n",
      "\tUAI - Uncertainty in Artificial Intelligence (1985-2014) \n",
      " <img align=center width=250 src=\"/img/citation/UAI/UAI_mini_graph.png\">\n",
      "<a>\n",
      "</td>\n",
      "\n",
      "\n",
      "\n",
      "<td>\n",
      "<a href=/citation/ACL>\n",
      "\tACL - Meeting of the Association for Computational Linguistics (1979-2015) \n",
      " <img align=center width=250 src=\"/img/citation/ACL/ACL_mini_graph.png\">\n",
      "<a>\n",
      "</td>\n",
      "\n",
      "\n",
      "\n",
      "<td>\n",
      "<a href=/citation/EMNLP>\n",
      "\tEMNLP - Empirical Methods in Natural Language Processing (2000-2015) \n",
      " <img align=center width=250 src=\"/img/citation/EMNLP/EMNLP_mini_graph.png\">\n",
      "<a>\n",
      "</td>\n",
      "\n",
      "\n",
      "\n",
      "<td>\n",
      "<a href=/citation/NAACL>\n",
      "\tNAACL - North American Chapter of the Association for Computational Linguistics (1991-2015) \n",
      " <img align=center width=250 src=\"/img/citation/NAACL/NAACL_mini_graph.png\">\n",
      "<a>\n",
      "</td>\n",
      "\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "\n",
    "overview_info = json.load(open(overview_file, 'rt'))\n",
    "for c in conf_list: #.split(\",\"):\n",
    "    print(overview_info[c])\n",
    "    print(\"\\n\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
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