{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Geographic trends in academic conferences" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Generic data preparation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The dataset, as extracted by our query from GraphDB, needs some minor patching to fix some issues related to CSV parsing. Commented because it has to run only the first time)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# !cat ./data/query-result.tsv | sed 's/View\\\\\"/View/g' > ./data/fixed.tsv\n", "# !cat ./data/fixed.tsv | sed 's/“Eduardo R. Caianiello\\\\\"/“Eduardo R. Caianiello”/g' > ./data/fixed2.tsv\n", "# !rm ./data/fixed.tsv\n", "# !mv ./data/fixed2.tsv ./data/query-result.tsv" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/andrea/.virtualenvs/skm/lib/python3.6/site-packages/plotly/graph_objs/_deprecations.py:558: DeprecationWarning:\n", "\n", "plotly.graph_objs.YAxis is deprecated.\n", "Please replace it with one of the following more specific types\n", " - plotly.graph_objs.layout.YAxis\n", " - plotly.graph_objs.layout.scene.YAxis\n", "\n", "\n", "/Users/andrea/.virtualenvs/skm/lib/python3.6/site-packages/plotly/graph_objs/_deprecations.py:531: DeprecationWarning:\n", "\n", "plotly.graph_objs.XAxis is deprecated.\n", "Please replace it with one of the following more specific types\n", " - plotly.graph_objs.layout.XAxis\n", " - plotly.graph_objs.layout.scene.XAxis\n", "\n", "\n" ] }, { "data": { "text/html": [ "" ], "text/vnd.plotly.v1+html": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import collections\n", "import numpy as np\n", "from hashlib import md5\n", "\n", "import pandas as pd\n", "from pandas import DataFrame, read_csv\n", "import cufflinks as cf\n", "\n", "import plotly\n", "from plotly.offline import iplot, init_notebook_mode\n", "import plotly.graph_objs as go\n", "import plotly.figure_factory as ff\n", "import plotly.io as pio\n", "\n", "import matplotlib.pyplot as plt\n", "import scipy\n", "import scipy.stats\n", "from scipy.optimize import leastsq\n", "from scipy.stats import spearmanr\n", "from scipy.stats import pearsonr\n", "\n", "from sklearn import preprocessing\n", "\n", "import pycountry_convert\n", "\n", "# plotly.offline.init_notebook_mode()\n", "init_notebook_mode(connected=True)\n", "\n", "pd.set_option('display.max_columns', None)\n", "pd.set_option('display.max_colwidth', 50)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/html": [ "
\n", " | paper_doi | \n", "conf_id | \n", "conf_seriesId | \n", "conf_acronym | \n", "conf_name | \n", "conf_city | \n", "conf_country | \n", "author_order | \n", "author_givenName | \n", "author_familyName | \n", "org_gridId | \n", "org_name | \n", "org_city | \n", "org_country | \n", "org_countrycode | \n", "affiliation_string | \n", "paper_title | \n", "book_doi | \n", "book_title | \n", "book_confSubtitle | \n", "rights | \n", "year | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "10.1007/11678564_14 | \n", "a462e5448db3b48f8ab0b392a20e4516 | \n", "bpm | \n", "BPM | \n", "International Conference on Business Process M... | \n", "Nancy | \n", "France | \n", "1 | \n", "Malu | \n", "Castellanos | \n", "grid.418547.b | \n", "Hewlett-Packard (United States) | \n", "Palo Alto | \n", "United States | \n", "US | \n", "Hewlett-Packard Labs | \n", "Preface (BPI 2005) | \n", "10.1007/11678564 | \n", "Business Process Management Workshops | \n", "BPM 2005 International Workshops, BPI, BPD, EN... | \n", "Restricted | \n", "2006-01-01 | \n", "
1 | \n", "10.1007/11678564_14 | \n", "a462e5448db3b48f8ab0b392a20e4516 | \n", "bpm | \n", "BPM | \n", "International Conference on Business Process M... | \n", "Nancy | \n", "France | \n", "2 | \n", "Ton | \n", "Weijters | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "U. of Eindhoven | \n", "Preface (BPI 2005) | \n", "10.1007/11678564 | \n", "Business Process Management Workshops | \n", "BPM 2005 International Workshops, BPI, BPD, EN... | \n", "Restricted | \n", "2006-01-01 | \n", "
2 | \n", "10.1007/11678564_16 | \n", "a462e5448db3b48f8ab0b392a20e4516 | \n", "bpm | \n", "BPM | \n", "International Conference on Business Process M... | \n", "Nancy | \n", "France | \n", "1 | \n", "Linh Thao | \n", "Ly | \n", "grid.6582.9 | \n", "University of Ulm | \n", "Ulm | \n", "Germany | \n", "DE | \n", "University of Ulm | \n", "Mining Staff Assignment Rules from Event-Based... | \n", "10.1007/11678564 | \n", "Business Process Management Workshops | \n", "BPM 2005 International Workshops, BPI, BPD, EN... | \n", "Restricted | \n", "2006-01-01 | \n", "
3 | \n", "10.1007/11678564_16 | \n", "a462e5448db3b48f8ab0b392a20e4516 | \n", "bpm | \n", "BPM | \n", "International Conference on Business Process M... | \n", "Nancy | \n", "France | \n", "2 | \n", "Stefanie | \n", "Rinderle | \n", "grid.6582.9 | \n", "University of Ulm | \n", "Ulm | \n", "Germany | \n", "DE | \n", "University of Ulm | \n", "Mining Staff Assignment Rules from Event-Based... | \n", "10.1007/11678564 | \n", "Business Process Management Workshops | \n", "BPM 2005 International Workshops, BPI, BPD, EN... | \n", "Restricted | \n", "2006-01-01 | \n", "
4 | \n", "10.1007/11678564_16 | \n", "a462e5448db3b48f8ab0b392a20e4516 | \n", "bpm | \n", "BPM | \n", "International Conference on Business Process M... | \n", "Nancy | \n", "France | \n", "3 | \n", "Peter | \n", "Dadam | \n", "grid.6582.9 | \n", "University of Ulm | \n", "Ulm | \n", "Germany | \n", "DE | \n", "University of Ulm | \n", "Mining Staff Assignment Rules from Event-Based... | \n", "10.1007/11678564 | \n", "Business Process Management Workshops | \n", "BPM 2005 International Workshops, BPI, BPD, EN... | \n", "Restricted | \n", "2006-01-01 | \n", "
\n", " | paper_doi | \n", "conf_id | \n", "conf_seriesId | \n", "conf_acronym | \n", "conf_name | \n", "conf_city | \n", "conf_country | \n", "author_order | \n", "author_givenName | \n", "author_familyName | \n", "org_gridId | \n", "org_name | \n", "org_city | \n", "org_country | \n", "org_countrycode | \n", "affiliation_string | \n", "paper_title | \n", "book_doi | \n", "book_title | \n", "book_confSubtitle | \n", "rights | \n", "year | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
583487 | \n", "10.1007/978-3-642-33876-2_44 | \n", "80f10d491a601c62fd8f2d6822a910d4 | \n", "ekaw | \n", "EKAW | \n", "International Conference on Knowledge Engineer... | \n", "Galway | \n", "Ireland | \n", "1 | \n", "Sebastian | \n", "Hellmann | \n", "grid.9647.c | \n", "Leipzig University | \n", "Leipzig | \n", "Germany | \n", "DE | \n", "Universität Leipzig | \n", "NIF Combinator: Combining NLP Tool Output | \n", "10.1007/978-3-642-33876-2 | \n", "Knowledge Engineering and Knowledge Management | \n", "18th International Conference, EKAW 2012, Galw... | \n", "Restricted | \n", "2012-01-01 | \n", "
583488 | \n", "10.1007/978-3-642-33876-2_44 | \n", "80f10d491a601c62fd8f2d6822a910d4 | \n", "ekaw | \n", "EKAW | \n", "International Conference on Knowledge Engineer... | \n", "Galway | \n", "Ireland | \n", "2 | \n", "Jens | \n", "Lehmann | \n", "grid.9647.c | \n", "Leipzig University | \n", "Leipzig | \n", "Germany | \n", "DE | \n", "Universität Leipzig | \n", "NIF Combinator: Combining NLP Tool Output | \n", "10.1007/978-3-642-33876-2 | \n", "Knowledge Engineering and Knowledge Management | \n", "18th International Conference, EKAW 2012, Galw... | \n", "Restricted | \n", "2012-01-01 | \n", "
583489 | \n", "10.1007/978-3-642-33876-2_44 | \n", "80f10d491a601c62fd8f2d6822a910d4 | \n", "ekaw | \n", "EKAW | \n", "International Conference on Knowledge Engineer... | \n", "Galway | \n", "Ireland | \n", "3 | \n", "Sören | \n", "Auer | \n", "grid.6810.f | \n", "Chemnitz University of Technology | \n", "Chemnitz | \n", "Germany | \n", "DE | \n", "Technische Universität Chemnitz | \n", "NIF Combinator: Combining NLP Tool Output | \n", "10.1007/978-3-642-33876-2 | \n", "Knowledge Engineering and Knowledge Management | \n", "18th International Conference, EKAW 2012, Galw... | \n", "Restricted | \n", "2012-01-01 | \n", "
583490 | \n", "10.1007/978-3-642-33876-2_44 | \n", "80f10d491a601c62fd8f2d6822a910d4 | \n", "ekaw | \n", "EKAW | \n", "International Conference on Knowledge Engineer... | \n", "Galway | \n", "Ireland | \n", "4 | \n", "Marcus | \n", "Nitzschke | \n", "grid.9647.c | \n", "Leipzig University | \n", "Leipzig | \n", "Germany | \n", "DE | \n", "Universität Leipzig | \n", "NIF Combinator: Combining NLP Tool Output | \n", "10.1007/978-3-642-33876-2 | \n", "Knowledge Engineering and Knowledge Management | \n", "18th International Conference, EKAW 2012, Galw... | \n", "Restricted | \n", "2012-01-01 | \n", "
\n", " | paper_doi | \n", "conf_id | \n", "conf_seriesId | \n", "conf_acronym | \n", "conf_name | \n", "conf_city | \n", "conf_country | \n", "author_order | \n", "author_givenName | \n", "author_familyName | \n", "org_gridId | \n", "org_name | \n", "org_city | \n", "org_country | \n", "org_countrycode | \n", "affiliation_string | \n", "paper_title | \n", "book_doi | \n", "book_title | \n", "book_confSubtitle | \n", "rights | \n", "year | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1760120 | \n", "10.1007/11926078_68 | \n", "b02ea6fdadf64adbc6d95ddb5dca530b | \n", "semweb | \n", "ISWC | \n", "International Semantic Web Conference | \n", "Athens, GA | \n", "USA | \n", "1 | \n", "Markus | \n", "Krötzsch | \n", "grid.7892.4 | \n", "Karlsruhe Institute of Technology | \n", "Karlsruhe | \n", "Germany | \n", "DE | \n", "AIFB, Universität Karlsruhe | \n", "Semantic MediaWiki | \n", "10.1007/11926078 | \n", "The Semantic Web - ISWC 2006 | \n", "5th International Semantic Web Conference, ISW... | \n", "OpenAccess | \n", "2006-01-01 | \n", "
1760121 | \n", "10.1007/11926078_68 | \n", "b02ea6fdadf64adbc6d95ddb5dca530b | \n", "semweb | \n", "ISWC | \n", "International Semantic Web Conference | \n", "Athens, GA | \n", "USA | \n", "2 | \n", "Denny | \n", "Vrandečić | \n", "grid.7892.4 | \n", "Karlsruhe Institute of Technology | \n", "Karlsruhe | \n", "Germany | \n", "DE | \n", "AIFB, Universität Karlsruhe | \n", "Semantic MediaWiki | \n", "10.1007/11926078 | \n", "The Semantic Web - ISWC 2006 | \n", "5th International Semantic Web Conference, ISW... | \n", "OpenAccess | \n", "2006-01-01 | \n", "
1760122 | \n", "10.1007/11926078_68 | \n", "b02ea6fdadf64adbc6d95ddb5dca530b | \n", "semweb | \n", "ISWC | \n", "International Semantic Web Conference | \n", "Athens, GA | \n", "USA | \n", "3 | \n", "Max | \n", "Völkel | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "FZI Karlsruhe | \n", "Semantic MediaWiki | \n", "10.1007/11926078 | \n", "The Semantic Web - ISWC 2006 | \n", "5th International Semantic Web Conference, ISW... | \n", "OpenAccess | \n", "2006-01-01 | \n", "
\n", " | paper_doi | \n", "conf_id | \n", "conf_seriesId | \n", "conf_acronym | \n", "conf_name | \n", "conf_city | \n", "conf_country | \n", "author_order | \n", "author_givenName | \n", "author_familyName | \n", "org_gridId | \n", "org_name | \n", "org_city | \n", "org_country | \n", "org_countrycode | \n", "affiliation_string | \n", "paper_title | \n", "book_doi | \n", "book_title | \n", "book_confSubtitle | \n", "rights | \n", "year | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
count | \n", "1770091 | \n", "999822 | \n", "999822 | \n", "999822 | \n", "999822 | \n", "999822 | \n", "999822 | \n", "1.770091e+06 | \n", "1767514 | \n", "1770091 | \n", "1356666 | \n", "1356666 | \n", "1356666 | \n", "1356666 | \n", "1356632 | \n", "1737513 | \n", "1770091 | \n", "1770091 | \n", "1770091 | \n", "1770091 | \n", "1503426 | \n", "1770091 | \n", "
unique | \n", "506049 | \n", "1028 | \n", "977 | \n", "1074 | \n", "1213 | \n", "1244 | \n", "103 | \n", "NaN | \n", "165052 | \n", "247568 | \n", "14802 | \n", "14623 | \n", "4203 | \n", "160 | \n", "159 | \n", "191164 | \n", "503994 | \n", "12117 | \n", "7130 | \n", "11806 | \n", "2 | \n", "22 | \n", "
top | \n", "10.1007/978-3-540-49676-2_9 | \n", "7a0232d303c8198116d174007f5faca1 | \n", "hci | \n", "MICCAI | \n", "International Conference on Medical Image Comp... | \n", "Beijing | \n", "China | \n", "NaN | \n", "M. | \n", "Wang | \n", "grid.9227.e | \n", "Chinese Academy of Sciences | \n", "Beijing | \n", "China | \n", "CN | \n", "Chinese Academy of Sciences | \n", "Introduction | \n", "10.1007/978-3-540-36841-0 | \n", "World Congress on Medical Physics and Biomedic... | \n", "Volume 1 | \n", "Restricted | \n", "2015-01-01 00:00:00 | \n", "
freq | \n", "240 | \n", "27468 | \n", "38971 | \n", "21475 | \n", "21475 | \n", "26828 | \n", "129061 | \n", "NaN | \n", "20176 | \n", "25630 | \n", "10536 | \n", "10536 | \n", "54835 | \n", "193013 | \n", "193013 | \n", "9222 | \n", "409 | \n", "5240 | \n", "12404 | \n", "7924 | \n", "1428271 | \n", "149612 | \n", "
first | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1996-01-01 00:00:00 | \n", "
last | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2017-01-01 00:00:00 | \n", "
mean | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.647722e+00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
std | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.638346e+00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
min | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.000000e+00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
25% | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.000000e+00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
50% | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.000000e+00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
75% | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "3.000000e+00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
max | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.390000e+02 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
\n", " | paper_doi | \n", "conf_id | \n", "conf_seriesId | \n", "conf_acronym | \n", "conf_name | \n", "conf_city | \n", "conf_country | \n", "author_order | \n", "author_givenName | \n", "author_familyName | \n", "org_gridId | \n", "org_name | \n", "org_city | \n", "org_country | \n", "org_countrycode | \n", "affiliation_string | \n", "paper_title | \n", "book_doi | \n", "book_title | \n", "book_confSubtitle | \n", "rights | \n", "year | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1393283 | \n", "10.1007/0-387-25515-X_15 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "Derek J. | \n", "Blake | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Glycosylation Defects and Muscular Dystrophy | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393284 | \n", "10.1007/0-387-25515-X_15 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2 | \n", "Christopher T. | \n", "Esapa | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Glycosylation Defects and Muscular Dystrophy | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393297 | \n", "10.1007/0-387-25515-X_18 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "Simon A. | \n", "Fry | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Differential Glycosylation of Gelatinase B fro... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393299 | \n", "10.1007/0-387-25515-X_18 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "3 | \n", "Louise | \n", "Royle | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Differential Glycosylation of Gelatinase B fro... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393300 | \n", "10.1007/0-387-25515-X_18 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4 | \n", "Mark R. | \n", "Wormald | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Differential Glycosylation of Gelatinase B fro... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393303 | \n", "10.1007/0-387-25515-X_18 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "7 | \n", "Pauline M. | \n", "Rudd | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Differential Glycosylation of Gelatinase B fro... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393304 | \n", "10.1007/0-387-25515-X_18 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "8 | \n", "Raymond A. | \n", "Dwek | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Differential Glycosylation of Gelatinase B fro... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393305 | \n", "10.1007/0-387-25515-X_21 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "Frances M. | \n", "Platt | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "New Developments in Treating Glycosphingolipid... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393306 | \n", "10.1007/0-387-25515-X_21 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2 | \n", "Mylvaganam | \n", "Jeyakumar | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "New Developments in Treating Glycosphingolipid... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393307 | \n", "10.1007/0-387-25515-X_21 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "3 | \n", "Ulrika | \n", "Andersson | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "New Developments in Treating Glycosphingolipid... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393308 | \n", "10.1007/0-387-25515-X_21 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4 | \n", "Raymond A. | \n", "Dwek | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "New Developments in Treating Glycosphingolipid... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393309 | \n", "10.1007/0-387-25515-X_21 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "5 | \n", "Terry D. | \n", "Butters | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "New Developments in Treating Glycosphingolipid... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393319 | \n", "10.1007/0-387-25515-X_11 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "Alan J. | \n", "Wright | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Hyaluronan in Immune Processes | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393320 | \n", "10.1007/0-387-25515-X_11 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2 | \n", "Anthony J. | \n", "Day | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Hyaluronan in Immune Processes | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393321 | \n", "10.1007/0-387-25515-X_9 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "James N. | \n", "Arnold | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Human Immunoglobulin Glycosylation and the Lec... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393325 | \n", "10.1007/0-387-25515-X_9 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "5 | \n", "Robert B. | \n", "Sim | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Human Immunoglobulin Glycosylation and the Lec... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393352 | \n", "10.1007/0-387-25515-X_2 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "D. | \n", "Pavlovic | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Long Alkylchain Iminosugars Block the HCV p7 I... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393353 | \n", "10.1007/0-387-25515-X_2 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2 | \n", "W. | \n", "Fischer | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Long Alkylchain Iminosugars Block the HCV p7 I... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393354 | \n", "10.1007/0-387-25515-X_2 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "3 | \n", "M. | \n", "Hussey | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Long Alkylchain Iminosugars Block the HCV p7 I... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393358 | \n", "10.1007/0-387-25515-X_2 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "7 | \n", "S. | \n", "Woodhouse | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Long Alkylchain Iminosugars Block the HCV p7 I... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393359 | \n", "10.1007/0-387-25515-X_2 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "8 | \n", "R. A. | \n", "Dwek | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Long Alkylchain Iminosugars Block the HCV p7 I... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393360 | \n", "10.1007/0-387-25515-X_2 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "9 | \n", "N. | \n", "Zitzmann | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Long Alkylchain Iminosugars Block the HCV p7 I... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393374 | \n", "10.1007/0-387-25515-X_12 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "David A. | \n", "Shore | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Glycosylation and the Function of the T Cell C... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393378 | \n", "10.1007/0-387-25515-X_12 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "3 | \n", "Raymond A. | \n", "Dwek | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Glycosylation and the Function of the T Cell C... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393379 | \n", "10.1007/0-387-25515-X_12 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4 | \n", "Pauline M. | \n", "Rudd | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Glycosylation and the Function of the T Cell C... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393388 | \n", "10.1007/0-387-25515-X_4 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "Chris | \n", "Scanlan | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Antibody Recognition of a Carbohydrate Epitope... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393396 | \n", "10.1007/0-387-25515-X_4 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "8 | \n", "Raymond | \n", "Dwek | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Antibody Recognition of a Carbohydrate Epitope... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393397 | \n", "10.1007/0-387-25515-X_4 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "9 | \n", "Pauline | \n", "Rudd | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Antibody Recognition of a Carbohydrate Epitope... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393410 | \n", "10.1007/0-387-25515-X_13 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "Yusuke | \n", "Mimura | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Immunogenicity of Calreticulin-Bound Murine Le... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393413 | \n", "10.1007/0-387-25515-X_13 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "3 | \n", "Yuka | \n", "Mimura-Kimura | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Immunogenicity of Calreticulin-Bound Murine Le... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393414 | \n", "10.1007/0-387-25515-X_13 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4 | \n", "Raymond A. | \n", "Dwek | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Immunogenicity of Calreticulin-Bound Murine Le... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
1393415 | \n", "10.1007/0-387-25515-X_13 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "5 | \n", "Pauline M. | \n", "Rudd | \n", "grid.13992.30 | \n", "Weizmann Institute of Science | \n", "Rehovot | \n", "Israel | \n", "IL | \n", "University of Oxford | \n", "Immunogenicity of Calreticulin-Bound Murine Le... | \n", "10.1007/b135491 | \n", "Glycobiology and Medicine | \n", "Proceedings of the 7th Jenner Glycobiology and... | \n", "Restricted | \n", "2005-01-01 | \n", "
\n", " | org_countrycode | \n", "attributed_countries | \n", "
---|---|---|
affiliation_string | \n", "\n", " | \n", " |
University of Oxford | \n", "[GB, nan, IL, US] | \n", "4 | \n", "
\n", " | org_countrycode | \n", "attributed_countries | \n", "
---|---|---|
affiliation_string | \n", "\n", " | \n", " |
University of Oslo | \n", "[NO, nan, IL] | \n", "3 | \n", "
\n", " | org_countrycode | \n", "attributed_countries | \n", "
---|---|---|
affiliation_string | \n", "\n", " | \n", " |
University of London | \n", "[GB, nan, IT] | \n", "3 | \n", "
\n", " | org_countrycode | \n", "attributed_countries | \n", "
---|---|---|
affiliation_string | \n", "\n", " | \n", " |
University of Leuven | \n", "[BE, US, IL] | \n", "3 | \n", "
\n", " | org_countrycode | \n", "attributed_countries | \n", "
---|---|---|
affiliation_string | \n", "\n", " | \n", " |
(Lanzhou Jiaotong University), Ministry of Education | \n", "[CN, nan] | \n", "2 | \n", "
(Northeastern University), Ministry of Education | \n", "[CN, nan] | \n", "2 | \n", "
(Renmin University of China), MOE | \n", "[CN, nan] | \n", "2 | \n", "
(U. Lyon, CNRS, ENS Lyon, INRIA, UCBL) | \n", "[nan, FR] | \n", "2 | \n", "
1 University of New Mexico | \n", "[US, nan] | \n", "2 | \n", "
21st Century Systems Inc. | \n", "[US, nan] | \n", "2 | \n", "
A*STAR | \n", "[SG, nan] | \n", "2 | \n", "
A*STAR-NUS | \n", "[nan, SG] | \n", "2 | \n", "
A-Star | \n", "[nan, SG] | \n", "2 | \n", "
A. D. Patel Institute of Technology | \n", "[nan, IN] | \n", "2 | \n", "
\n", " | ID | \n", "Name | \n", "City | \n", "State | \n", "Country | \n", "Countrycode | \n", "
---|---|---|---|---|---|---|
0 | \n", "grid.1001.0 | \n", "Australian National University | \n", "Canberra | \n", "Australian Capital Territory | \n", "Australia | \n", "AU | \n", "
1 | \n", "grid.1002.3 | \n", "Monash University | \n", "Melbourne | \n", "Victoria | \n", "Australia | \n", "AU | \n", "
2 | \n", "grid.1003.2 | \n", "University of Queensland | \n", "Brisbane | \n", "Queensland | \n", "Australia | \n", "AU | \n", "
3 | \n", "grid.1004.5 | \n", "Macquarie University | \n", "Sydney | \n", "New South Wales | \n", "Australia | \n", "AU | \n", "
4 | \n", "grid.1005.4 | \n", "UNSW Australia | \n", "Sydney | \n", "New South Wales | \n", "Australia | \n", "AU | \n", "
\n", " | Name | \n", "Count | \n", "
---|---|---|
0 | \n", "Ministry of Health | \n", "54 | \n", "
1 | \n", "Ministry of Education | \n", "19 | \n", "
2 | \n", "Argosy University | \n", "18 | \n", "
3 | \n", "Ministry of Justice | \n", "17 | \n", "
4 | \n", "St. Luke's Hospital | \n", "12 | \n", "
\n", " | ID | \n", "Name | \n", "City | \n", "State | \n", "Country | \n", "Countrycode | \n", "Count | \n", "
---|---|---|---|---|---|---|---|
0 | \n", "grid.1001.0 | \n", "Australian National University | \n", "Canberra | \n", "Australian Capital Territory | \n", "Australia | \n", "AU | \n", "1 | \n", "
1 | \n", "grid.1002.3 | \n", "Monash University | \n", "Melbourne | \n", "Victoria | \n", "Australia | \n", "AU | \n", "1 | \n", "
2 | \n", "grid.1003.2 | \n", "University of Queensland | \n", "Brisbane | \n", "Queensland | \n", "Australia | \n", "AU | \n", "1 | \n", "
3 | \n", "grid.1004.5 | \n", "Macquarie University | \n", "Sydney | \n", "New South Wales | \n", "Australia | \n", "AU | \n", "1 | \n", "
4 | \n", "grid.1005.4 | \n", "UNSW Australia | \n", "Sydney | \n", "New South Wales | \n", "Australia | \n", "AU | \n", "1 | \n", "
\n", " | paper_doi | \n", "conf_id | \n", "conf_seriesId | \n", "conf_acronym | \n", "conf_name | \n", "conf_city | \n", "conf_country | \n", "author_order | \n", "author_givenName | \n", "author_familyName | \n", "org_gridId | \n", "org_name | \n", "org_city | \n", "org_country | \n", "org_countrycode | \n", "affiliation_string | \n", "paper_title | \n", "book_doi | \n", "book_title | \n", "book_confSubtitle | \n", "rights | \n", "year | \n", "Count | \n", "
---|
\n", " | grid_id | \n", "alias | \n", "City | \n", "State | \n", "Country | \n", "Countrycode | \n", "
---|---|---|---|---|---|---|
0 | \n", "grid.1005.4 | \n", "University of New South Wales | \n", "Sydney | \n", "New South Wales | \n", "Australia | \n", "AU | \n", "
1 | \n", "grid.1006.7 | \n", "University of Newcastle upon Tyne | \n", "Newcastle upon Tyne | \n", "NaN | \n", "United Kingdom | \n", "GB | \n", "
2 | \n", "grid.1007.6 | \n", "Wollongong University | \n", "Wollongong | \n", "New South Wales | \n", "Australia | \n", "AU | \n", "
3 | \n", "grid.1008.9 | \n", "Melbourne University | \n", "Melbourne | \n", "Victoria | \n", "Australia | \n", "AU | \n", "
4 | \n", "grid.1010.0 | \n", "Adelaide Uni | \n", "Adelaide | \n", "South Australia | \n", "Australia | \n", "AU | \n", "
\n", " | alias | \n", "Count | \n", "
---|---|---|
0 | \n", "Merck Sharp & Dohme | \n", "22 | \n", "
1 | \n", "Biogen Idec | \n", "8 | \n", "
2 | \n", "Hoffmann-La Roche | \n", "8 | \n", "
3 | \n", "Valeant Pharmaceuticals | \n", "6 | \n", "
4 | \n", "Royal Philips | \n", "6 | \n", "
\n", " | grid_id | \n", "alias | \n", "City | \n", "State | \n", "Country | \n", "Countrycode | \n", "Count | \n", "
---|---|---|---|---|---|---|---|
0 | \n", "grid.1005.4 | \n", "University of New South Wales | \n", "Sydney | \n", "New South Wales | \n", "Australia | \n", "AU | \n", "1 | \n", "
1 | \n", "grid.1006.7 | \n", "University of Newcastle upon Tyne | \n", "Newcastle upon Tyne | \n", "NaN | \n", "United Kingdom | \n", "GB | \n", "1 | \n", "
2 | \n", "grid.1007.6 | \n", "Wollongong University | \n", "Wollongong | \n", "New South Wales | \n", "Australia | \n", "AU | \n", "1 | \n", "
3 | \n", "grid.1008.9 | \n", "Melbourne University | \n", "Melbourne | \n", "Victoria | \n", "Australia | \n", "AU | \n", "1 | \n", "
4 | \n", "grid.1010.0 | \n", "Adelaide Uni | \n", "Adelaide | \n", "South Australia | \n", "Australia | \n", "AU | \n", "1 | \n", "
\n", " | paper_doi | \n", "conf_id | \n", "conf_seriesId | \n", "conf_acronym | \n", "conf_name | \n", "conf_city | \n", "conf_country | \n", "author_order | \n", "author_givenName | \n", "author_familyName | \n", "org_gridId | \n", "org_name | \n", "org_city | \n", "org_country | \n", "org_countrycode | \n", "affiliation_string | \n", "paper_title | \n", "book_doi | \n", "book_title | \n", "book_confSubtitle | \n", "rights | \n", "year | \n", "Count_x | \n", "Count_y | \n", "
---|
\n", " | paper_doi | \n", "conf_id | \n", "conf_seriesId | \n", "conf_acronym | \n", "conf_name | \n", "conf_city | \n", "conf_country | \n", "author_order | \n", "author_givenName | \n", "author_familyName | \n", "org_gridId | \n", "org_name | \n", "org_city | \n", "org_country | \n", "org_countrycode | \n", "affiliation_string | \n", "paper_title | \n", "book_doi | \n", "book_title | \n", "book_confSubtitle | \n", "rights | \n", "year | \n", "Count_x | \n", "Count_y | \n", "org_continent | \n", "conf_countrycode | \n", "conf_continent | \n", "
---|
\n", " | paper_doi | \n", "conf_id | \n", "conf_seriesId | \n", "conf_acronym | \n", "conf_name | \n", "conf_city | \n", "conf_country | \n", "author_order | \n", "author_givenName | \n", "author_familyName | \n", "org_gridId | \n", "org_name | \n", "org_city | \n", "org_country | \n", "org_countrycode | \n", "affiliation_string | \n", "paper_title | \n", "book_doi | \n", "book_title | \n", "book_confSubtitle | \n", "rights | \n", "year | \n", "Count_x | \n", "Count_y | \n", "org_continent | \n", "conf_countrycode | \n", "conf_continent | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
300382 | \n", "10.1007/978-3-540-74851-9_1 | \n", "d756335bdf230885dd112341d2d131da | \n", "ercimdl | \n", "ECDL | \n", "International Conference on Theory and Practic... | \n", "Budapest | \n", "Hungary | \n", "1 | \n", "Jörg | \n", "Diederich | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "L3S Research Center and Leibniz Universität Ha... | \n", "The Semantic GrowBag Algorithm: Automatically ... | \n", "10.1007/978-3-540-74851-9 | \n", "Research and Advanced Technology for Digital L... | \n", "11th European Conference, ECDL 2007, Budapest,... | \n", "Restricted | \n", "2007-01-01 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "HU | \n", "EU | \n", "
300383 | \n", "10.1007/978-3-540-74851-9_1 | \n", "d756335bdf230885dd112341d2d131da | \n", "ercimdl | \n", "ECDL | \n", "International Conference on Theory and Practic... | \n", "Budapest | \n", "Hungary | \n", "2 | \n", "Wolf-Tilo | \n", "Balke | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "L3S Research Center and Leibniz Universität Ha... | \n", "The Semantic GrowBag Algorithm: Automatically ... | \n", "10.1007/978-3-540-74851-9 | \n", "Research and Advanced Technology for Digital L... | \n", "11th European Conference, ECDL 2007, Budapest,... | \n", "Restricted | \n", "2007-01-01 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "HU | \n", "EU | \n", "
300384 | \n", "10.1007/978-3-540-74851-9_2 | \n", "d756335bdf230885dd112341d2d131da | \n", "ercimdl | \n", "ECDL | \n", "International Conference on Theory and Practic... | \n", "Budapest | \n", "Hungary | \n", "1 | \n", "Stephan | \n", "Bloehdorn | \n", "grid.7892.4 | \n", "Karlsruhe Institute of Technology | \n", "Karlsruhe | \n", "Germany | \n", "DE | \n", "Institute AIFB, University of Karlsruhe, D-761... | \n", "Ontology-Based Question Answering for Digital ... | \n", "10.1007/978-3-540-74851-9 | \n", "Research and Advanced Technology for Digital L... | \n", "11th European Conference, ECDL 2007, Budapest,... | \n", "Restricted | \n", "2007-01-01 | \n", "NaN | \n", "NaN | \n", "EU | \n", "HU | \n", "EU | \n", "
300385 | \n", "10.1007/978-3-540-74851-9_2 | \n", "d756335bdf230885dd112341d2d131da | \n", "ercimdl | \n", "ECDL | \n", "International Conference on Theory and Practic... | \n", "Budapest | \n", "Hungary | \n", "2 | \n", "Philipp | \n", "Cimiano | \n", "grid.7892.4 | \n", "Karlsruhe Institute of Technology | \n", "Karlsruhe | \n", "Germany | \n", "DE | \n", "Institute AIFB, University of Karlsruhe, D-761... | \n", "Ontology-Based Question Answering for Digital ... | \n", "10.1007/978-3-540-74851-9 | \n", "Research and Advanced Technology for Digital L... | \n", "11th European Conference, ECDL 2007, Budapest,... | \n", "Restricted | \n", "2007-01-01 | \n", "NaN | \n", "NaN | \n", "EU | \n", "HU | \n", "EU | \n", "
300386 | \n", "10.1007/978-3-540-74851-9_2 | \n", "d756335bdf230885dd112341d2d131da | \n", "ercimdl | \n", "ECDL | \n", "International Conference on Theory and Practic... | \n", "Budapest | \n", "Hungary | \n", "3 | \n", "Alistair | \n", "Duke | \n", "grid.1453.3 | \n", "BT Group (United Kingdom) | \n", "London | \n", "United Kingdom | \n", "GB | \n", "British Telecom, Adastral Park, Ipswich IP5 3RE | \n", "Ontology-Based Question Answering for Digital ... | \n", "10.1007/978-3-540-74851-9 | \n", "Research and Advanced Technology for Digital L... | \n", "11th European Conference, ECDL 2007, Budapest,... | \n", "Restricted | \n", "2007-01-01 | \n", "NaN | \n", "NaN | \n", "EU | \n", "HU | \n", "EU | \n", "
\n", " | FID | \n", "the_geom | \n", "FID_ | \n", "scalerank | \n", "featurecla | \n", "labelrank | \n", "sovereignt | \n", "sov_a3 | \n", "adm0_dif | \n", "level | \n", "type | \n", "admin | \n", "adm0_a3 | \n", "geou_dif | \n", "geounit | \n", "gu_a3 | \n", "su_dif | \n", "subunit | \n", "su_a3 | \n", "brk_diff | \n", "name | \n", "name_long | \n", "brk_a3 | \n", "brk_name | \n", "brk_group | \n", "abbrev | \n", "postal | \n", "formal_en | \n", "formal_fr | \n", "note_adm0 | \n", "note_brk | \n", "name_sort | \n", "name_alt | \n", "mapcolor7 | \n", "mapcolor8 | \n", "mapcolor9 | \n", "mapcolor13 | \n", "pop_est | \n", "gdp_md_est | \n", "pop_year | \n", "lastcensus | \n", "gdp_year | \n", "economy | \n", "income_grp | \n", "wikipedia | \n", "fips_10 | \n", "iso_a2 | \n", "iso_a3 | \n", "iso_n3 | \n", "un_a3 | \n", "wb_a2 | \n", "wb_a3 | \n", "woe_id | \n", "adm0_a3_is | \n", "adm0_a3_us | \n", "adm0_a3_un | \n", "adm0_a3_wb | \n", "continent | \n", "region_un | \n", "subregion | \n", "region_wb | \n", "name_len | \n", "long_len | \n", "abbrev_len | \n", "tiny | \n", "homepart | \n", "Longitude | \n", "Latitude | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "country_centroids_az8.1 | \n", "POINT (-69.9826771125 12.5208803838) | \n", "0.0 | \n", "3.0 | \n", "Admin-0 country | \n", "5.0 | \n", "Netherlands | \n", "NL1 | \n", "1.0 | \n", "2.0 | \n", "Country | \n", "Aruba | \n", "ABW | \n", "0.0 | \n", "Aruba | \n", "ABW | \n", "0.0 | \n", "Aruba | \n", "ABW | \n", "0.0 | \n", "Aruba | \n", "Aruba | \n", "ABW | \n", "Aruba | \n", "NaN | \n", "Aruba | \n", "AW | \n", "Aruba | \n", "NaN | \n", "Neth. | \n", "NaN | \n", "Aruba | \n", "NaN | \n", "4.0 | \n", "2.0 | \n", "2.0 | \n", "9.0 | \n", "103065.0 | \n", "2258.0 | \n", "-99.0 | \n", "2010.0 | \n", "-99.0 | \n", "6. Developing region | \n", "2. High income: nonOECD | \n", "-99.0 | \n", "NaN | \n", "AW | \n", "ABW | \n", "533.0 | \n", "533.0 | \n", "AW | \n", "ABW | \n", "-99.0 | \n", "ABW | \n", "ABW | \n", "-99.0 | \n", "-99.0 | \n", "North America | \n", "Americas | \n", "Caribbean | \n", "Latin America & Caribbean | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "4.0 | \n", "-99.0 | \n", "-69.982677 | \n", "12.520880 | \n", "
1 | \n", "country_centroids_az8.2 | \n", "POINT (66.0047336558 33.8352307278) | \n", "1.0 | \n", "1.0 | \n", "Admin-0 country | \n", "3.0 | \n", "Afghanistan | \n", "AFG | \n", "0.0 | \n", "2.0 | \n", "Sovereign country | \n", "Afghanistan | \n", "AFG | \n", "0.0 | \n", "Afghanistan | \n", "AFG | \n", "0.0 | \n", "Afghanistan | \n", "AFG | \n", "0.0 | \n", "Afghanistan | \n", "Afghanistan | \n", "AFG | \n", "Afghanistan | \n", "NaN | \n", "Afg. | \n", "AF | \n", "Islamic State of Afghanistan | \n", "NaN | \n", "NaN | \n", "NaN | \n", "Afghanistan | \n", "NaN | \n", "5.0 | \n", "6.0 | \n", "8.0 | \n", "7.0 | \n", "28400000.0 | \n", "22270.0 | \n", "-99.0 | \n", "1979.0 | \n", "-99.0 | \n", "7. Least developed region | \n", "5. Low income | \n", "-99.0 | \n", "NaN | \n", "AF | \n", "AFG | \n", "4.0 | \n", "4.0 | \n", "AF | \n", "AFG | \n", "-99.0 | \n", "AFG | \n", "AFG | \n", "-99.0 | \n", "-99.0 | \n", "Asia | \n", "Asia | \n", "Southern Asia | \n", "South Asia | \n", "11.0 | \n", "11.0 | \n", "4.0 | \n", "-99.0 | \n", "1.0 | \n", "66.004734 | \n", "33.835231 | \n", "
2 | \n", "country_centroids_az8.3 | \n", "POINT (17.5373676815 -12.2933605438) | \n", "2.0 | \n", "1.0 | \n", "Admin-0 country | \n", "3.0 | \n", "Angola | \n", "AGO | \n", "0.0 | \n", "2.0 | \n", "Sovereign country | \n", "Angola | \n", "AGO | \n", "0.0 | \n", "Angola | \n", "AGO | \n", "0.0 | \n", "Angola | \n", "AGO | \n", "0.0 | \n", "Angola | \n", "Angola | \n", "AGO | \n", "Angola | \n", "NaN | \n", "Ang. | \n", "AO | \n", "People's Republic of Angola | \n", "NaN | \n", "NaN | \n", "NaN | \n", "Angola | \n", "NaN | \n", "3.0 | \n", "2.0 | \n", "6.0 | \n", "1.0 | \n", "12799293.0 | \n", "110300.0 | \n", "-99.0 | \n", "1970.0 | \n", "-99.0 | \n", "7. Least developed region | \n", "3. Upper middle income | \n", "-99.0 | \n", "NaN | \n", "AO | \n", "AGO | \n", "24.0 | \n", "24.0 | \n", "AO | \n", "AGO | \n", "-99.0 | \n", "AGO | \n", "AGO | \n", "-99.0 | \n", "-99.0 | \n", "Africa | \n", "Africa | \n", "Middle Africa | \n", "Sub-Saharan Africa | \n", "6.0 | \n", "6.0 | \n", "4.0 | \n", "-99.0 | \n", "1.0 | \n", "17.537368 | \n", "-12.293361 | \n", "
3 | \n", "country_centroids_az8.4 | \n", "POINT (-63.0649892654 18.2239595023) | \n", "3.0 | \n", "1.0 | \n", "Admin-0 country | \n", "6.0 | \n", "United Kingdom | \n", "GB1 | \n", "1.0 | \n", "2.0 | \n", "Dependency | \n", "Anguilla | \n", "AIA | \n", "0.0 | \n", "Anguilla | \n", "AIA | \n", "0.0 | \n", "Anguilla | \n", "AIA | \n", "0.0 | \n", "Anguilla | \n", "Anguilla | \n", "AIA | \n", "Anguilla | \n", "NaN | \n", "Ang. | \n", "AI | \n", "NaN | \n", "NaN | \n", "U.K. | \n", "NaN | \n", "Anguilla | \n", "NaN | \n", "6.0 | \n", "6.0 | \n", "6.0 | \n", "3.0 | \n", "14436.0 | \n", "108.9 | \n", "-99.0 | \n", "-99.0 | \n", "-99.0 | \n", "6. Developing region | \n", "3. Upper middle income | \n", "-99.0 | \n", "NaN | \n", "AI | \n", "AIA | \n", "660.0 | \n", "660.0 | \n", "-99 | \n", "-99 | \n", "-99.0 | \n", "AIA | \n", "AIA | \n", "-99.0 | \n", "-99.0 | \n", "North America | \n", "Americas | \n", "Caribbean | \n", "Latin America & Caribbean | \n", "8.0 | \n", "8.0 | \n", "4.0 | \n", "-99.0 | \n", "-99.0 | \n", "-63.064989 | \n", "18.223959 | \n", "
4 | \n", "country_centroids_az8.5 | \n", "POINT (20.0498339611 41.1424498947) | \n", "4.0 | \n", "1.0 | \n", "Admin-0 country | \n", "6.0 | \n", "Albania | \n", "ALB | \n", "0.0 | \n", "2.0 | \n", "Sovereign country | \n", "Albania | \n", "ALB | \n", "0.0 | \n", "Albania | \n", "ALB | \n", "0.0 | \n", "Albania | \n", "ALB | \n", "0.0 | \n", "Albania | \n", "Albania | \n", "ALB | \n", "Albania | \n", "NaN | \n", "Alb. | \n", "AL | \n", "Republic of Albania | \n", "NaN | \n", "NaN | \n", "NaN | \n", "Albania | \n", "NaN | \n", "1.0 | \n", "4.0 | \n", "1.0 | \n", "6.0 | \n", "3639453.0 | \n", "21810.0 | \n", "-99.0 | \n", "2001.0 | \n", "-99.0 | \n", "6. Developing region | \n", "4. Lower middle income | \n", "-99.0 | \n", "NaN | \n", "AL | \n", "ALB | \n", "8.0 | \n", "8.0 | \n", "AL | \n", "ALB | \n", "-99.0 | \n", "ALB | \n", "ALB | \n", "-99.0 | \n", "-99.0 | \n", "Europe | \n", "Europe | \n", "Southern Europe | \n", "Europe & Central Asia | \n", "7.0 | \n", "7.0 | \n", "4.0 | \n", "-99.0 | \n", "1.0 | \n", "20.049834 | \n", "41.142450 | \n", "
\n", " | paper_doi | \n", "conf_id | \n", "conf_seriesId | \n", "conf_acronym | \n", "conf_name | \n", "conf_city | \n", "conf_country | \n", "author_order | \n", "author_givenName | \n", "author_familyName | \n", "org_gridId | \n", "org_name | \n", "org_city | \n", "org_country | \n", "org_countrycode | \n", "affiliation_string | \n", "paper_title | \n", "book_doi | \n", "book_title | \n", "book_confSubtitle | \n", "rights | \n", "year | \n", "Count_x | \n", "Count_y | \n", "org_continent | \n", "conf_countrycode | \n", "conf_continent | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
count | \n", "1664733 | \n", "946165 | \n", "946165 | \n", "946165 | \n", "946165 | \n", "946165 | \n", "946165 | \n", "1.664733e+06 | \n", "1663075 | \n", "1664733 | \n", "1369841 | \n", "1369841 | \n", "1369831 | \n", "1369831 | \n", "1369831 | \n", "1632282 | \n", "1664733 | \n", "1664733 | \n", "1664733 | \n", "1664733 | \n", "1398076 | \n", "1664733 | \n", "712848.0 | \n", "50397.0 | \n", "1369831 | \n", "946165 | \n", "946165 | \n", "
unique | \n", "477921 | \n", "1016 | \n", "969 | \n", "1064 | \n", "1193 | \n", "1201 | \n", "100 | \n", "NaN | \n", "157022 | \n", "235440 | \n", "15423 | \n", "16043 | \n", "4305 | \n", "168 | \n", "166 | \n", "182169 | \n", "475894 | \n", "11335 | \n", "6726 | \n", "11056 | \n", "2 | \n", "21 | \n", "NaN | \n", "NaN | \n", "6 | \n", "100 | \n", "6 | \n", "
top | \n", "10.1007/978-3-540-49676-2_4 | \n", "7a0232d303c8198116d174007f5faca1 | \n", "hci | \n", "MICCAI | \n", "International Conference on Medical Image Comp... | \n", "Beijing | \n", "China | \n", "NaN | \n", "M. | \n", "Wang | \n", "grid.9227.e | \n", "Chinese Academy of Sciences | \n", "Beijing | \n", "China | \n", "CN | \n", "Chinese Academy of Sciences | \n", "Introduction | \n", "10.1007/978-3-540-36841-0 | \n", "World Congress on Medical Physics and Biomedic... | \n", "Volume 1 | \n", "Restricted | \n", "2015-01-01 00:00:00 | \n", "NaN | \n", "NaN | \n", "EU | \n", "CN | \n", "EU | \n", "
freq | \n", "240 | \n", "27468 | \n", "34390 | \n", "19683 | \n", "19683 | \n", "25829 | \n", "124473 | \n", "NaN | \n", "19506 | \n", "24014 | \n", "10650 | \n", "10650 | \n", "55488 | \n", "197746 | \n", "197746 | \n", "8792 | \n", "392 | \n", "5240 | \n", "12404 | \n", "7605 | \n", "1324725 | \n", "149612 | \n", "NaN | \n", "NaN | \n", "637889 | \n", "124473 | \n", "515033 | \n", "
first | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1996-01-01 00:00:00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
last | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2016-01-01 00:00:00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
mean | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.646140e+00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
std | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.676850e+00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
min | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.000000e+00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
25% | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.000000e+00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
50% | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.000000e+00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
75% | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "3.000000e+00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
max | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.390000e+02 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
\n", " | paper_doi | \n", "conf_id | \n", "conf_seriesId | \n", "conf_acronym | \n", "conf_name | \n", "conf_city | \n", "conf_country | \n", "author_order | \n", "author_givenName | \n", "author_familyName | \n", "org_gridId | \n", "org_name | \n", "org_city | \n", "org_country | \n", "org_countrycode | \n", "affiliation_string | \n", "paper_title | \n", "book_doi | \n", "book_title | \n", "book_confSubtitle | \n", "rights | \n", "year | \n", "Count_x | \n", "Count_y | \n", "org_continent | \n", "conf_countrycode | \n", "conf_continent | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
count | \n", "946165 | \n", "946165 | \n", "946165 | \n", "946165 | \n", "946165 | \n", "946165 | \n", "946165 | \n", "946165.000000 | \n", "945899 | \n", "946165 | \n", "809939 | \n", "809939 | \n", "809933 | \n", "809933 | \n", "809933 | \n", "942749 | \n", "946165 | \n", "946165 | \n", "946165 | \n", "946165 | \n", "888267 | \n", "946165 | \n", "427988.0 | \n", "30214.0 | \n", "809933 | \n", "946165 | \n", "946165 | \n", "
unique | \n", "264534 | \n", "1016 | \n", "969 | \n", "1064 | \n", "1193 | \n", "1201 | \n", "100 | \n", "NaN | \n", "96616 | \n", "128098 | \n", "9578 | \n", "10003 | \n", "3247 | \n", "150 | \n", "149 | \n", "98905 | \n", "263653 | \n", "6405 | \n", "2706 | \n", "6373 | \n", "2 | \n", "20 | \n", "NaN | \n", "NaN | \n", "6 | \n", "100 | \n", "6 | \n", "
top | \n", "10.1007/978-3-540-49676-2_9 | \n", "7a0232d303c8198116d174007f5faca1 | \n", "hci | \n", "MICCAI | \n", "International Conference on Medical Image Comp... | \n", "Beijing | \n", "China | \n", "NaN | \n", "Michael | \n", "Wang | \n", "grid.9227.e | \n", "Chinese Academy of Sciences | \n", "Beijing | \n", "China | \n", "CN | \n", "Chinese Academy of Sciences | \n", "Formal Derivation of Finite State Machines for... | \n", "10.1007/978-3-540-74958-5 | \n", "Electronic Government | \n", "18th European Conference on Machine Learning, ... | \n", "Restricted | \n", "2013-01-01 00:00:00 | \n", "NaN | \n", "NaN | \n", "EU | \n", "CN | \n", "EU | \n", "
freq | \n", "240 | \n", "27468 | \n", "34390 | \n", "19683 | \n", "19683 | \n", "25829 | \n", "124473 | \n", "NaN | \n", "5657 | \n", "13952 | \n", "7328 | \n", "7328 | \n", "33704 | \n", "111188 | \n", "111188 | \n", "6085 | \n", "240 | \n", "3780 | \n", "9127 | \n", "3780 | \n", "827838 | \n", "88827 | \n", "NaN | \n", "NaN | \n", "381029 | \n", "124473 | \n", "515033 | \n", "
first | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1997-01-01 00:00:00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
last | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2016-01-01 00:00:00 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
mean | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.448613 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
std | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.982875 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
min | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.000000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
25% | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.000000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
50% | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.000000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
75% | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "3.000000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
max | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "139.000000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
\n", " | conf_id | \n", "
---|---|
conf_continent | \n", "\n", " |
AF | \n", "28 | \n", "
AS | \n", "410 | \n", "
EU | \n", "800 | \n", "
NA | \n", "343 | \n", "
OC | \n", "104 | \n", "
SA | \n", "66 | \n", "
\n", " | paper_doi | \n", "org_gridId | \n", "
---|---|---|
paper_doi | \n", "1.000000 | \n", "0.987086 | \n", "
org_gridId | \n", "0.987086 | \n", "1.000000 | \n", "
\n", " | author_familyName | \n", "isOrdered | \n", "n_authors | \n", "
---|---|---|---|
paper_doi | \n", "\n", " | \n", " | \n", " |
10.1007/0-387-25515-X_1 | \n", "[Zitzmann, Block, Methta, Rudd, Burton, Wilson... | \n", "False | \n", "9 | \n", "
10.1007/0-387-25515-X_10 | \n", "[Steen, Grillet, Opdenakker] | \n", "False | \n", "3 | \n", "
10.1007/0-387-25515-X_11 | \n", "[Wright, Day] | \n", "False | \n", "2 | \n", "
10.1007/0-387-25515-X_12 | \n", "[Shore, Wilson, Dwek, Rudd] | \n", "False | \n", "4 | \n", "
10.1007/0-387-25515-X_13 | \n", "[Mimura, Golgher, Mimura-Kimura, Dwek, Rudd, E... | \n", "False | \n", "6 | \n", "
10.1007/0-387-25515-X_14 | \n", "[Hooper] | \n", "False | \n", "1 | \n", "
10.1007/0-387-25515-X_15 | \n", "[Blake, Esapa, Martin-Rendon, McIlhinney] | \n", "True | \n", "4 | \n", "
10.1007/0-387-25515-X_16 | \n", "[Shi, Williams, Kurniawan, Lu, Stanley] | \n", "False | \n", "5 | \n", "
10.1007/0-387-25515-X_17 | \n", "[Baldwin, Allen, Bourke, Hounsell, Calvert] | \n", "False | \n", "5 | \n", "
10.1007/0-387-25515-X_18 | \n", "[Fry, Steen, Royle, Wormald, Leathem, Opdenakk... | \n", "False | \n", "8 | \n", "
\n", " | paper_doi | \n", "year | \n", "author_familyName | \n", "isOrdered | \n", "n_authors | \n", "org_gridId | \n", "org_countrycode | \n", "n_gridIds | \n", "n_countries | \n", "
---|---|---|---|---|---|---|---|---|---|
0 | \n", "10.1007/0-387-25515-X_1 | \n", "2005-01-01 | \n", "[Zitzmann, Block, Methta, Rudd, Burton, Wilson... | \n", "False | \n", "9 | \n", "{grid.4991.5, grid.251075.4, grid.214007.0} | \n", "{US, GB} | \n", "3 | \n", "2 | \n", "
1 | \n", "10.1007/0-387-25515-X_10 | \n", "2005-01-01 | \n", "[Steen, Grillet, Opdenakker] | \n", "False | \n", "3 | \n", "{grid.5596.f} | \n", "{BE} | \n", "1 | \n", "1 | \n", "
2 | \n", "10.1007/0-387-25515-X_11 | \n", "2005-01-01 | \n", "[Wright, Day] | \n", "False | \n", "2 | \n", "{grid.4991.5} | \n", "{GB} | \n", "1 | \n", "1 | \n", "
3 | \n", "10.1007/0-387-25515-X_12 | \n", "2005-01-01 | \n", "[Shore, Wilson, Dwek, Rudd] | \n", "False | \n", "4 | \n", "{grid.4991.5, grid.251075.4, grid.214007.0} | \n", "{US, GB} | \n", "3 | \n", "2 | \n", "
4 | \n", "10.1007/0-387-25515-X_13 | \n", "2005-01-01 | \n", "[Mimura, Golgher, Mimura-Kimura, Dwek, Rudd, E... | \n", "False | \n", "6 | \n", "{grid.4991.5, grid.5491.9} | \n", "{GB} | \n", "2 | \n", "1 | \n", "
5 | \n", "10.1007/0-387-25515-X_14 | \n", "2005-01-01 | \n", "[Hooper] | \n", "False | \n", "1 | \n", "{grid.9909.9} | \n", "{GB} | \n", "1 | \n", "1 | \n", "
6 | \n", "10.1007/0-387-25515-X_15 | \n", "2005-01-01 | \n", "[Blake, Esapa, Martin-Rendon, McIlhinney] | \n", "True | \n", "4 | \n", "{grid.4991.5, grid.251075.4} | \n", "{US, GB} | \n", "2 | \n", "2 | \n", "
7 | \n", "10.1007/0-387-25515-X_16 | \n", "2005-01-01 | \n", "[Shi, Williams, Kurniawan, Lu, Stanley] | \n", "False | \n", "5 | \n", "{grid.13992.30} | \n", "{IL} | \n", "1 | \n", "1 | \n", "
8 | \n", "10.1007/0-387-25515-X_17 | \n", "2005-01-01 | \n", "[Baldwin, Allen, Bourke, Hounsell, Calvert] | \n", "False | \n", "5 | \n", "{grid.4464.2, grid.42629.3b, grid.266842.c, gr... | \n", "{AU, GB} | \n", "4 | \n", "2 | \n", "
9 | \n", "10.1007/0-387-25515-X_18 | \n", "2005-01-01 | \n", "[Fry, Steen, Royle, Wormald, Leathem, Opdenakk... | \n", "False | \n", "8 | \n", "{grid.4991.5, grid.5596.f, grid.83440.3b} | \n", "{GB, BE} | \n", "3 | \n", "2 | \n", "