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@xiangze
Created October 18, 2015 16:07
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{
"metadata": {
"name": "",
"signature": "sha256:0bc88b5e6e7caa458dc796d3b1447d5a0d0cbe5f1e9878dbec84190f1b17424b"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"import pandas as pd\n",
"import matplotlib.pylab as plt\n",
"%matplotlib inline\n",
"import numpy as np\n",
"from datetime import datetime\n",
"from datetime import timedelta\n",
"import NiconicoSnapshotAPIWrapper as nico\n",
"#from NiconicoSnapshotAPIWrapper import \n",
"api = nico.NiconicoSnapshotAPIWrapper('NiconicoSnapshotAPIWrapper')"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "heading",
"level": 1,
"metadata": {},
"source": [
"\u52d5\u753b\u7dcf\u6570"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"start='2015-01-01 00:00:00'\n",
"end='2015-10-20 23:59:59'\n",
"end=\"{0:%Y-%m-%d %H:%M:%S}\".format(datetime.now())\n",
"size=100\n",
"print end"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"2015-10-19 00:16:14\n"
]
}
],
"prompt_number": 10
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"data=api.query(u\"\u6771\u65b9\", retry = 3, size = size, filters=[api.makeFilterRange('start_time', start,end)])\n",
"print data.total"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"34428\n"
]
}
],
"prompt_number": 4
},
{
"cell_type": "heading",
"level": 1,
"metadata": {},
"source": [
"\u52d5\u753b\u7dcf\u6570"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"et=datetime(2015,4,1)\n",
"N=201\n",
"daterange=[ ( (et + timedelta(days=t)).strftime(\"%Y-%m-%d %H:%M:%S\"),(et + timedelta(days=t+1)).strftime(\"%Y-%m-%d %H:%M:%S\")) for t in xrange(N)]\n",
"startdate=zip(*daterange)[0]\n",
"print daterange[-1]"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"('2015-10-18 00:00:00', '2015-10-19 00:00:00')\n"
]
}
],
"prompt_number": 11
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"num=[api.query(u\"\u6771\u65b9\", retry = 3, size = 0, filters=[api.makeFilterRange('start_time', d[0],d[1])]).total for d in daterange]"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 12
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"num_kancolle=[api.query(u\"(\u8266\u3053\u308c or \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093) \", retry = 3, size = 0, filters=[api.makeFilterRange('start_time', d[0],d[1])]).total for d in daterange]"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 14
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"num_toulab=[api.query(u\"\u5200\u5263\u4e71 \", retry = 3, size = 0, filters=[api.makeFilterRange('start_time', d[0],d[1])]).total for d in daterange]"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 17
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"plt.plot(num[:-1],\".-\")"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 13,
"text": [
"[<matplotlib.lines.Line2D at 0x81820f0>]"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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NreP35POxcRobRY9cytLaKnXSa8U+qY1TXS3Cdv/9bpHavn3ScVzFfuRIt+Gk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\nkpz/D+UKeZfbxEdoAAAAAElFTkSuQmCC\n",
"text": [
"<matplotlib.figure.Figure at 0x6116bf0>"
]
}
],
"prompt_number": 13
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"plt.plot(num_kancolle[:-1],\".-\")\n",
"plt.title(\"kancolle\")"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 18,
"text": [
"<matplotlib.text.Text at 0x830de50>"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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9SRq+d99NboxqwQLpLfh7jYkicqqqRAvSZQTddJPoS1jccOkkVGJ/1lmJLfs3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\noiiKoiiKoiiKoiiKoiiKoiiKoijJ8/8BahqLe1SyVKEAAAAASUVORK5CYII=\n",
"text": [
"<matplotlib.figure.Figure at 0x832bc30>"
]
}
],
"prompt_number": 18
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"plt.plot(num_toulab[:-1],\".-\")\n",
"plt.title(\"toukenranbu\")"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 21,
"text": [
"<matplotlib.text.Text at 0x85087f0>"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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P3q86qaqsLPxYVItluKWx6Bqg3bOHXm23dyV7fkiNGAF88YveMerfd8EFRDa2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\nt9OkLV2ZsLKP068Hin9SlQ3Zu6Kmxnt4vvUWEb9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kLwgGd1guViYoHJqbgfb2wRM3UWMb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\nIBBEw/8HMsjWb17bDN4AAAAASUVORK5CYII=\n",
"text": [
"<matplotlib.figure.Figure at 0x84f8e70>"
]
}
],
"prompt_number": 21
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}
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