From 21417615d7d1325205bf7a6f53257716cde870cc Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Alexandre=20Delano=C3=AB?= <alexandre@delanoe.org> Date: Wed, 29 Oct 2014 20:00:49 +0100 Subject: [PATCH] [TESTS] SQL LISTES some tests. --- Listes.ipynb | 5385 ++++++++++++++++++++++++++++++++++++++++++++++---- 1 file changed, 4983 insertions(+), 402 deletions(-) diff --git a/Listes.ipynb b/Listes.ipynb index 5070c9cb..5ed42a75 100644 --- a/Listes.ipynb +++ b/Listes.ipynb @@ -1,7 +1,7 @@ { "metadata": { "name": "", - "signature": "sha256:61ddb09ee5403d49059e3152719d000f65e90207d8cef75dd6d0dab23af8cd8b" + "signature": "sha256:17027825513d6075d197919eea7cfa09e7a9072714dd260a5de2ee388d7ad8de" }, "nbformat": 3, "nbformat_minor": 0, @@ -284,7 +284,7 @@ "language": "python", "metadata": {}, "outputs": [], - "prompt_number": 28 + "prompt_number": 135 }, { "cell_type": "code", @@ -298,13 +298,13 @@ { "metadata": {}, "output_type": "pyout", - "prompt_number": 29, + "prompt_number": 136, "text": [ - "177" + "178" ] } ], - "prompt_number": 29 + "prompt_number": 136 }, { "cell_type": "code", @@ -349,7 +349,7 @@ "GROUP BY\n", "x.ngram_id, y.ngram_id\n", "\n", - "LIMIT 100\n", + "LIMIT 100000\n", "\n", " \"\"\" % (cooc.pk, white_node.pk, white_node.pk)\n", "\n", @@ -366,24 +366,8 @@ ], "language": "python", "metadata": {}, - "outputs": [ - { - "ename": "IntegrityError", - "evalue": "ERREUR: une instruction insert ou update sur la table \u00ab node_nodengramngram \u00bb viole la contrainte de cl\u00e9\n\u00e9trang\u00e8re \u00ab node_nodengramngram_node_id_fkey \u00bb\nDETAIL: La cl\u00e9 (node_id)=(6409333) n'est pas pr\u00e9sente dans la table \u00ab node_node \u00bb.\n", - "output_type": "pyerr", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[1;31mIntegrityError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m<ipython-input-133-26412084c03e>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 31\u001b[0m \"\"\" % (cooc.pk, white_node.pk, white_node.pk)\n\u001b[0;32m 32\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 33\u001b[1;33m \u001b[0mcursor\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mquery_string\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 34\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 35\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m/home/alexandre/projets/gargantext.py/env/lib/python3.4/site-packages/django/db/backends/util.py\u001b[0m in \u001b[0;36mexecute\u001b[1;34m(self, sql, params)\u001b[0m\n\u001b[0;32m 67\u001b[0m \u001b[0mstart\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mtime\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 68\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 69\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0msuper\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mCursorDebugWrapper\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msql\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 70\u001b[0m \u001b[1;32mfinally\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 71\u001b[0m \u001b[0mstop\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mtime\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m/home/alexandre/projets/gargantext.py/env/lib/python3.4/site-packages/django/db/backends/util.py\u001b[0m in \u001b[0;36mexecute\u001b[1;34m(self, sql, params)\u001b[0m\n\u001b[0;32m 51\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcursor\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msql\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 52\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 53\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcursor\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msql\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 54\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 55\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mexecutemany\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0msql\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparam_list\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m/home/alexandre/projets/gargantext.py/env/lib/python3.4/site-packages/django/db/utils.py\u001b[0m in \u001b[0;36m__exit__\u001b[1;34m(self, exc_type, exc_value, traceback)\u001b[0m\n\u001b[0;32m 97\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mdj_exc_type\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[1;32min\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mDataError\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mIntegrityError\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 98\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mwrapper\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0merrors_occurred\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 99\u001b[1;33m \u001b[0msix\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreraise\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdj_exc_type\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdj_exc_value\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtraceback\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 100\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 101\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m__call__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfunc\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m/home/alexandre/projets/gargantext.py/env/lib/python3.4/site-packages/django/utils/six.py\u001b[0m in \u001b[0;36mreraise\u001b[1;34m(tp, value, tb)\u001b[0m\n\u001b[0;32m 547\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mreraise\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mtp\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtb\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 548\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mvalue\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__traceback__\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mtb\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 549\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mvalue\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mwith_traceback\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mtb\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 550\u001b[0m \u001b[1;32mraise\u001b[0m \u001b[0mvalue\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 551\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m/home/alexandre/projets/gargantext.py/env/lib/python3.4/site-packages/django/db/backends/util.py\u001b[0m in \u001b[0;36mexecute\u001b[1;34m(self, sql, params)\u001b[0m\n\u001b[0;32m 49\u001b[0m \u001b[1;32mwith\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdb\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mwrap_database_errors\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 50\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mparams\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 51\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcursor\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msql\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 52\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 53\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcursor\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msql\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;31mIntegrityError\u001b[0m: ERREUR: une instruction insert ou update sur la table \u00ab node_nodengramngram \u00bb viole la contrainte de cl\u00e9\n\u00e9trang\u00e8re \u00ab node_nodengramngram_node_id_fkey \u00bb\nDETAIL: La cl\u00e9 (node_id)=(6409333) n'est pas pr\u00e9sente dans la table \u00ab node_node \u00bb.\n" - ] - } - ], - "prompt_number": 133 + "outputs": [], + "prompt_number": 138 }, { "cell_type": "code", @@ -415,7 +399,7 @@ "language": "python", "metadata": {}, "outputs": [], - "prompt_number": 107 + "prompt_number": 139 }, { "cell_type": "code", @@ -423,49 +407,30 @@ "input": [], "language": "python", "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 98, - "text": [ - "[<NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / animal kingdoms>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / plant>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / tobacco ringspot>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / host populations>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / bee hemolymph>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / virions>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / infections>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / transkingdom host alteration>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / virus>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / phylogenetic analysis>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / animal kingdoms>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / plant>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / tobacco ringspot>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / host populations>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / bee hemolymph>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / virions>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / infections>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / transkingdom host alteration>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / virus>, <NodeNgramNgram: Cooccurrences calcul Alpha: infectious diseases / phylogenetic analysis>, '...(remaining elements truncated)...']" - ] - } - ], - "prompt_number": 98 + "outputs": [], + "prompt_number": 139 }, { "cell_type": "code", "collapsed": false, "input": [ - "for cooc in NodeNgramNgram.objects.filter(node=cooc):\n", - " if cooc.score > 10:\n", + "for cooccurrence in NodeNgramNgram.objects.filter(node=cooc):\n", + " if cooccurrence.score > 40:\n", " #print(x.ngramX.terms, x.ngramY.terms)\n", - " matrix[cooc.ngramX.terms][cooc.ngramY.terms] = x.score\n", + " matrix[cooccurrence.ngramX.terms][cooccurrence.ngramY.terms] = x.score\n", " " ], "language": "python", "metadata": {}, "outputs": [], - "prompt_number": 125 - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "matrix = pd.DataFrame(matrix).T.fillna(0)" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 126 + "prompt_number": 148 }, { "cell_type": "code", "collapsed": false, "input": [ - "matrix" + "df = pd.DataFrame(matrix).T.fillna(0)\n", + "df" ], "language": "python", "metadata": {}, @@ -478,349 +443,2143 @@ " <tr style=\"text-align: right;\">\n", " <th></th>\n", " <th>animal kingdoms</th>\n", + " <th>bee hemolymph</th>\n", + " <th>colonies</th>\n", + " <th>gastric cecum</th>\n", + " <th>health</th>\n", + " <th>host populations</th>\n", + " <th>infections</th>\n", " <th>infectious diseases</th>\n", - " <th>plant</th>\n", + " <th>intracellular life cycle</th>\n", + " <th>negative impact</th>\n", + " <th>...</th>\n", + " <th>tobacco ringspot</th>\n", + " <th>transkingdom host alteration</th>\n", + " <th>tree topology</th>\n", + " <th>trsv</th>\n", + " <th>trsvs</th>\n", + " <th>varroa</th>\n", + " <th>varroa mites</th>\n", + " <th>virions</th>\n", + " <th>virus</th>\n", + " <th>winter</th>\n", " </tr>\n", " </thead>\n", " <tbody>\n", " <tr>\n", - " <th>animal kingdoms</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>\"</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>apis mellifera</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>\" neonicotinoid</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>bees</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>\" possible</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>cause</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>\" probable</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>ccd</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>( reports</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>ceranae</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>)</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>collapse</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>1-year period</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>colonies</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>10-month period</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>colony collapse disorder</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th><</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>colony collapse disorder ( ccd )</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>abdomen</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>deformed wing</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>ability</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>dwv</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>abiotic factors</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>evidence</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>abnormal pathophysiological condition</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>furthermore</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>abnormality</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>health</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>abpv</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>hives</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>abrupt depopulation</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>honey bee</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>absence</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>honey bee colonies</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>absent</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>honey bees</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>abundance</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>honeybees</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>acarapis woodi</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>iapv</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>acaricidal activity</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>in</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>accumulation</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>infection</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>acetonitrile</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>infections</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>acn</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>infectious diseases</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>act</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>active beehives</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>israeli acute paralysis</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>active ingredients</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>losses</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>active role</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>n</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>activity</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>nosema</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>acts</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>nosema ceranae</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>...</th>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", " </tr>\n", " <tr>\n", - " <th>pathogens</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>wings</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>pesticides</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>winter</th>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td>...</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 0.002278</td>\n", " </tr>\n", " <tr>\n", - " <th>plant</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>winter colony collapse</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>presence</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>winter colony losses</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>prevalence</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>winter losses</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>rna viruses</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>winter mortality</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>samples</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>winter time-points</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>study</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>wintering period</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>transmission</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>winters</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>united states</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>within</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>varroa</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>within-host dynamics</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>virus</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>work</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>viruses</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>worker</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", " </tr>\n", " <tr>\n", - " <th>winter</th>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", - " <td> 0</td>\n", + " <th>worker bees</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>workers</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>workshop</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 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0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>abpv</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>abrupt depopulation</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>absence</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>absent</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>abundance</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>acarapis woodi</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>acaricidal activity</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>accumulation</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>acetonitrile</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>acn</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>act</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>active beehives</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>active ingredients</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>active role</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>activity</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>acts</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>...</th>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " </tr>\n", + " <tr>\n", + " <th>wings</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>winter</th>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td>...</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 40</td>\n", + " <td> 0.002278</td>\n", + " </tr>\n", + " <tr>\n", + " <th>winter colony collapse</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>winter colony losses</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>winter losses</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td>...</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0.000000</td>\n", + " </tr>\n", + " <tr>\n", + " <th>winter mortality</th>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 0</td>\n", + " <td> 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<td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>intracellular life cycle</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>negative impact</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>phylogenetic analysis</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>plant</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>result</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>significant source</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>spread</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>threat</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>tobacco ringspot</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>transkingdom host alteration</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>tree topology</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>trsv</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>trsvs</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>varroa</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>varroa mites</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>virions</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>virus</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>winter</th>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>...</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " </tbody>\n", + "</table>\n", + "<p>26 rows \u00d7 1978 columns</p>\n", + "</div>" + ], + "metadata": {}, + "output_type": "pyout", + "prompt_number": 144, + "text": [ + " \" \" neonicotinoid \" possible \" probable \\\n", + "animal kingdoms NaN NaN NaN NaN \n", + "bee hemolymph NaN NaN NaN NaN \n", + "colonies NaN NaN NaN NaN \n", + "gastric cecum NaN NaN NaN NaN \n", + "health NaN NaN NaN NaN \n", + "host populations NaN NaN NaN NaN \n", + "infections NaN NaN NaN NaN \n", + "infectious diseases NaN NaN NaN NaN \n", + "intracellular life cycle NaN NaN NaN NaN \n", + "negative impact NaN NaN NaN NaN \n", + "phylogenetic analysis NaN NaN NaN NaN \n", + "plant NaN NaN NaN NaN \n", + "result NaN NaN NaN NaN \n", + "significant source NaN NaN NaN NaN \n", + "spread NaN NaN NaN NaN \n", + "threat NaN NaN NaN NaN \n", + "tobacco ringspot NaN NaN NaN NaN \n", + "transkingdom host alteration NaN NaN NaN NaN \n", + "tree topology NaN NaN NaN NaN \n", + "trsv NaN NaN NaN NaN \n", + "trsvs NaN NaN NaN NaN \n", + "varroa NaN NaN NaN NaN \n", + "varroa mites NaN NaN NaN NaN \n", + "virions NaN NaN NaN NaN \n", + "virus NaN NaN NaN NaN \n", + "winter NaN NaN NaN NaN \n", "\n", - " colony collapse disorder ( ccd ) \\\n", - "animal kingdoms NaN \n", - "infectious diseases NaN \n", - "plant NaN \n", + " ( reports ) 1-year period 10-month period \\\n", + "animal kingdoms NaN NaN NaN NaN \n", + "bee hemolymph NaN NaN NaN NaN \n", + "colonies NaN NaN NaN NaN \n", + "gastric cecum NaN NaN NaN NaN \n", + "health NaN NaN NaN NaN \n", + "host populations NaN NaN NaN NaN \n", + "infections NaN NaN NaN NaN \n", + "infectious diseases NaN NaN NaN NaN \n", + "intracellular life cycle NaN NaN NaN NaN \n", + "negative impact NaN NaN NaN NaN \n", + "phylogenetic analysis NaN NaN NaN NaN \n", + "plant NaN NaN NaN NaN \n", + "result NaN NaN NaN NaN \n", + "significant source NaN NaN NaN NaN \n", + "spread NaN NaN NaN NaN \n", + "threat NaN NaN NaN NaN \n", + "tobacco ringspot NaN NaN NaN NaN \n", + "transkingdom host alteration NaN NaN NaN NaN \n", + "tree topology NaN NaN NaN NaN \n", + "trsv NaN NaN NaN NaN \n", + "trsvs NaN NaN NaN NaN \n", + "varroa NaN NaN NaN NaN \n", + "varroa mites NaN NaN NaN NaN \n", + "virions NaN NaN NaN NaN \n", + "virus NaN NaN NaN NaN \n", + "winter NaN NaN NaN NaN \n", "\n", - " ... prevalence \\\n", - "animal kingdoms ... NaN \n", - "infectious diseases ... NaN \n", - "plant ... NaN \n", + " < abdomen ... worldwide pollinator \\\n", + "animal kingdoms NaN NaN ... NaN \n", + "bee hemolymph NaN NaN ... NaN \n", + "colonies NaN NaN ... NaN \n", + "gastric cecum NaN NaN ... NaN \n", + "health NaN NaN ... NaN \n", + "host populations NaN NaN ... NaN \n", + "infections NaN NaN ... NaN \n", + "infectious diseases NaN NaN ... NaN \n", + "intracellular life cycle NaN NaN ... NaN \n", + "negative impact NaN NaN ... NaN \n", + "phylogenetic analysis NaN NaN ... NaN \n", + "plant NaN NaN ... NaN \n", + "result NaN NaN ... NaN \n", + "significant source NaN NaN ... NaN \n", + "spread NaN NaN ... NaN \n", + "threat NaN NaN ... NaN \n", + "tobacco ringspot NaN NaN ... NaN \n", + "transkingdom host alteration NaN NaN ... NaN \n", + "tree topology NaN NaN ... NaN \n", + "trsv NaN NaN ... NaN \n", + "trsvs NaN NaN ... NaN \n", + "varroa NaN NaN ... NaN \n", + "varroa mites NaN NaN ... NaN \n", + "virions NaN NaN ... NaN \n", + "virus NaN NaN ... NaN \n", + "winter NaN NaN ... NaN \n", "\n", - " rna viruses samples study transmission united states \\\n", - "animal kingdoms NaN NaN NaN NaN NaN \n", - "infectious diseases NaN NaN NaN NaN NaN \n", - "plant NaN NaN NaN NaN NaN \n", + " worst losses xylem year year period years \\\n", + "animal kingdoms NaN NaN NaN NaN NaN \n", + "bee hemolymph NaN NaN NaN NaN NaN \n", + "colonies NaN NaN NaN NaN NaN \n", + "gastric cecum NaN NaN NaN NaN NaN \n", + "health NaN NaN NaN NaN NaN \n", + "host populations NaN NaN NaN NaN NaN \n", + "infections NaN NaN NaN NaN NaN \n", + "infectious diseases NaN NaN NaN NaN NaN \n", + "intracellular life cycle NaN NaN NaN NaN NaN \n", + "negative impact NaN NaN NaN NaN NaN \n", + "phylogenetic analysis NaN NaN NaN NaN NaN \n", + "plant NaN NaN NaN NaN NaN \n", + "result NaN NaN NaN NaN NaN \n", + "significant source NaN NaN NaN NaN NaN \n", + "spread NaN NaN NaN NaN NaN \n", + "threat NaN NaN NaN NaN NaN \n", + "tobacco ringspot NaN NaN NaN NaN NaN \n", + "transkingdom host alteration NaN NaN NaN NaN NaN \n", + "tree topology NaN NaN NaN NaN NaN \n", + "trsv NaN NaN NaN NaN NaN \n", + "trsvs NaN NaN NaN NaN NaN \n", + "varroa NaN NaN NaN NaN NaN \n", + "varroa mites NaN NaN NaN NaN NaN \n", + "virions NaN NaN NaN NaN NaN \n", + "virus NaN NaN NaN NaN NaN \n", + "winter NaN NaN NaN NaN NaN \n", "\n", - " varroa virus viruses winter \n", - "animal kingdoms NaN NaN NaN NaN \n", - "infectious diseases NaN NaN NaN NaN \n", - "plant NaN NaN NaN NaN \n", + " yet controversy younger ages \u03b4ct levels \u03bcg kg \n", + "animal kingdoms NaN NaN NaN NaN \n", + "bee hemolymph NaN NaN NaN NaN \n", + "colonies NaN NaN NaN NaN \n", + "gastric cecum NaN NaN NaN NaN \n", + "health NaN NaN NaN NaN \n", + "host populations NaN NaN NaN NaN \n", + "infections NaN NaN NaN NaN \n", + "infectious diseases NaN NaN NaN NaN \n", + "intracellular life cycle NaN NaN NaN NaN \n", + "negative impact NaN NaN NaN NaN \n", + "phylogenetic analysis NaN NaN NaN NaN \n", + "plant NaN NaN NaN NaN \n", + "result NaN NaN NaN NaN \n", + "significant source NaN NaN NaN NaN \n", + "spread NaN NaN NaN NaN \n", + "threat NaN NaN NaN NaN \n", + "tobacco ringspot NaN NaN NaN NaN \n", + "transkingdom host alteration NaN NaN NaN NaN \n", + "tree topology NaN NaN NaN NaN \n", + "trsv NaN NaN NaN NaN \n", + "trsvs NaN NaN NaN NaN \n", + "varroa NaN NaN NaN NaN \n", + "varroa mites NaN NaN NaN NaN \n", + "virions NaN NaN NaN NaN \n", + "virus NaN NaN NaN NaN \n", + "winter NaN NaN NaN NaN \n", "\n", - "[3 rows x 44 columns]" + "[26 rows x 1978 columns]" ] } ], - "prompt_number": 124 + "prompt_number": 144 }, { "cell_type": "code", -- 2.21.0