2017-7-11 使用svm训练title数据，并获得rank评价.ipynb

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      "/home/M2015eliu/.pyenv/versions/anaconda2-4.1.1/lib/python2.7/site-packages/sklearn/cross_validation.py:44: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the refactored classes and functions are moved. Also note that the interface of the new CV iterators are different from that of this module. This module will be removed in 0.20.\n",
      "  \"This module will be removed in 0.20.\", DeprecationWarning)\n",
      "/home/M2015eliu/.pyenv/versions/anaconda2-4.1.1/lib/python2.7/site-packages/gensim/utils.py:1015: UserWarning: Pattern library is not installed, lemmatization won't be available.\n",
      "  warnings.warn(\"Pattern library is not installed, lemmatization won't be available.\")\n"
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      "('Reading english Data:', 5000)\n",
      "('Reading english Data:', 5000)\n",
      "Merging the English and Japanes news dataframe...\n",
      "Drop the null line...\n",
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      "No word: 106歳\n",
      "No word: 106歳\n",
      "No word: 前月比\n",
      "No word: 4分\n",
      "No word: 関係筋\n",
      "No word: 14年\n",
      "No word: MAYA\n",
      "No word: 14年\n",
      "No word: 前月比\n",
      "No word: 5万人\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 珠宝\n",
      "No word: 前月比\n",
      "No word: 5万人\n",
      "No word: 10年物国債\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 2014年\n",
      "No word: GOO\n",
      "No word: 10億\n",
      "No word: G.O\n",
      "No word: 2014年\n",
      "No word: GOO\n",
      "No word: 10億\n",
      "No word: G.O\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 7日\n",
      "No word: 58億\n",
      "No word: 速報値\n",
      "No word: 予想外\n",
      "No word: 日中\n",
      "No word: ハリポタ\n",
      "No word: 悪役\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 速報値\n",
      "No word: 予想外\n",
      "No word: 短期的\n",
      "No word: 5億\n",
      "No word: 対中\n",
      "No word: 3億\n",
      "No word: 段階的\n",
      "No word: 前年比\n",
      "No word: Book\n",
      "No word: 60億\n",
      "No word: 100億\n",
      "No word: 段階的\n",
      "No word: 午後3時\n",
      "No word: 50ドル\n",
      "No word: 外為市場\n",
      "No word: 104円\n",
      "No word: 過去最高\n",
      "No word: 4年ぶり\n",
      "No word: 過去最高\n",
      "No word: 4年ぶり\n",
      "No word: 財務長官\n",
      "No word: JPM\n",
      "No word: 17億\n",
      "No word: JPM\n",
      "No word: 17億\n",
      "No word: JPM\n",
      "No word: 17億\n",
      "No word: JPM\n",
      "No word: 17億\n",
      "No word: JPM\n",
      "No word: 17億\n",
      "No word: 1年\n",
      "No word: 2013年\n",
      "No word: AAPL\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 8年ぶり\n",
      "No word: 新発国債\n",
      "No word: 金融株\n",
      "No word: 1週間\n",
      "No word: 4週間\n",
      "No word: 3年\n",
      "No word: 1億\n",
      "No word: 12月28日\n",
      "No word: 420万\n",
      "No word: 100億\n",
      "No word: 2014年\n",
      "No word: 過去最高\n",
      "No word: 4年連続\n",
      "No word: 2015年\n",
      "No word: 43年\n",
      "No word: 段階的\n",
      "No word: 5年\n",
      "No word: 段階的\n",
      "No word: 米金\n",
      "No word: 当局者\n",
      "No word: 透明性\n",
      "No word: サービス開始\n",
      "No word: サービス開始\n",
      "No word: 外為市場\n",
      "No word: 米金\n",
      "No word: 当局者\n",
      "No word: 2014年\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 32円\n",
      "No word: BUZZ\n",
      "No word: 74円\n",
      "No word: BUZZ\n",
      "No word: 2014年\n",
      "No word: 過去最高\n",
      "No word: 15年\n",
      "No word: 4年連続\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: BUZZ\n",
      "No word: JPM\n",
      "No word: 20億\n",
      "No word: JPM\n",
      "No word: 20億\n",
      "No word: JPM\n",
      "No word: 20億\n",
      "No word: JPM\n",
      "No word: 20億\n",
      "No word: JPM\n",
      "No word: 20億\n",
      "No word: 800人\n",
      "No word: 6万人\n",
      "No word: BUZZ\n",
      "No word: Yahoo!\n",
      "No word: 新製品\n",
      "No word: 104円\n",
      "No word: BUZZ\n",
      "No word: 105円\n",
      "No word: MU\n",
      "No word: 2014年\n",
      "No word: 市場予想\n",
      "No word: 2014年\n",
      "No word: 市場予想\n",
      "No word: 2014年\n",
      "No word: 市場予想\n",
      "No word: 2014年\n",
      "No word: 市場予想\n",
      "No word: 2014年\n",
      "No word: 伸び率\n",
      "No word: BUZZ\n",
      "No word: 9日\n",
      "No word: 2年ぶり\n",
      "No word: 98億\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 200日\n",
      "No word: 第4四半期\n",
      "No word: COP\n",
      "No word: 2014年\n",
      "No word: BUZZ\n",
      "No word: 5億\n",
      "No word: SD\n",
      "No word: 5億\n",
      "No word: SD\n",
      "No word: 5億\n",
      "No word: SD\n",
      "No word: 第4四半期\n",
      "No word: 5億\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 10年ぶり\n",
      "No word: 2013年\n",
      "No word: 10年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 6年ぶり\n",
      "No word: 1億\n",
      "No word: ぐり\n",
      "No word: 文目\n",
      "No word: 1ドル\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 68億\n",
      "No word: 8日\n",
      "No word: 9人\n",
      "No word: 9人\n",
      "No word: 9人\n",
      "No word: 9人\n",
      "No word: 9人\n",
      "No word: .S\n",
      "No word: 24億\n",
      "No word: .S\n",
      "No word: BUZZ\n",
      "No word: 25%削減\n",
      "No word: 前年比\n",
      "No word: 14年\n",
      "No word: 外為市場\n",
      "No word: 高値更新\n",
      "No word: 9日\n",
      "No word: 前年比\n",
      "No word: .S\n",
      "No word: 2013年\n",
      "No word: 大幅高\n",
      "No word: 5か月\n",
      "No word: 2014年\n",
      "No word: イアン・ブレマー\n",
      "No word: 4か月\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 9人\n",
      "No word: 5か月\n",
      "No word: MI\n",
      "No word: 4か月\n",
      "No word: 前月比\n",
      "No word: 4か月\n",
      "No word: 前月比\n",
      "No word: 副長官\n",
      "No word: 7日\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 第1四半期\n",
      "No word: 大幅増\n",
      "No word: IPO\n",
      "No word: 前月比\n",
      "No word: 過去最高\n",
      "No word: 大幅増\n",
      "No word: 2030年\n",
      "No word: 13年ぶり\n",
      "No word: 財務長官\n",
      "No word: 過去最高\n",
      "No word: 大幅増\n",
      "No word: P2\n",
      "No word: WR\n",
      "No word: 12年ぶり\n",
      "No word: APU\n",
      "No word: 23万人\n",
      "No word: 2012年\n",
      "No word: 8万人\n",
      "No word: 外為市場\n",
      "No word: 午後3時\n",
      "No word: 2013年\n",
      "No word: 40億\n",
      "No word: 2014年\n",
      "No word: MU\n",
      "No word: 2013年\n",
      "No word: 年末商戦\n",
      "No word: 2013年\n",
      "No word: 年末商戦\n",
      "No word: 2013年\n",
      "No word: 年末商戦\n",
      "No word: 1億\n",
      "No word: 82億\n",
      "No word: 1月3日\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 29億\n",
      "No word: 4REST\n",
      "No word: FRX\n",
      "No word: 29億\n",
      "No word: 4REST\n",
      "No word: FRX\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: 発火事故\n",
      "No word: 10か月\n",
      "No word: 9年\n",
      "No word: 4年ぶり\n",
      "No word: 3か月\n",
      "No word: 5年\n",
      "No word: 9日\n",
      "No word: 9日\n",
      "No word: 9日\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 2013年\n",
      "No word: 4年ぶり\n",
      "No word: 年末商戦\n",
      "No word: 2013年\n",
      "No word: 4年ぶり\n",
      "No word: 年末商戦\n",
      "No word: 2013年\n",
      "No word: 4年ぶり\n",
      "No word: 年末商戦\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 50円\n",
      "No word: 20日\n",
      "No word: BUZZ\n",
      "No word: 50円\n",
      "No word: 20日\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: PAT\n",
      "No word: H.\n",
      "No word: PAT\n",
      "No word: H.\n",
      "No word: 関係筋\n",
      "No word: JPM\n",
      "No word: BUZZ\n",
      "No word: 年末商戦\n",
      "No word: JCP\n",
      "No word: 年末商戦\n",
      "No word: JCP\n",
      "No word: 年末商戦\n",
      "No word: JCP\n",
      "No word: 2013年\n",
      "No word: VB\n",
      "No word: D.O\n",
      "No word: 8億\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 電話会談\n",
      "No word: バラク・オバマ\n",
      "No word: BUZZ\n",
      "No word: 50円\n",
      "No word: 前月比\n",
      "No word: 29億\n",
      "No word: 4REST\n",
      "No word: FRX\n",
      "No word: 29億\n",
      "No word: 4REST\n",
      "No word: FRX\n",
      "No word: GOO\n",
      "No word: G.O\n",
      "No word: BUZZ\n",
      "No word: 8か月\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 4年連続\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 4年連続\n",
      "No word: BUZZ\n",
      "No word: 14年\n",
      "No word: 8か月\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 第4四半期\n",
      "No word: .S\n",
      "No word: BUZZ\n",
      "No word: 100円\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 優良株\n",
      "No word: 国泰\n",
      "No word: 国泰\n",
      "No word: FSF\n",
      "No word: 金融株\n",
      "No word: 日本側\n",
      "No word: BUZZ\n",
      "No word: 1年\n",
      "No word: 奇虎360\n",
      "No word: 前年比\n",
      "No word: 7か月\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: .S\n",
      "No word: .S\n",
      "No word: .S\n",
      "No word: .S\n",
      "No word: SAMSUNG\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 9日\n",
      "No word: 前年比\n",
      "No word: 7か月\n",
      "No word: 前年比\n",
      "No word: 7か月\n",
      "No word: 前年比\n",
      "No word: 7か月\n",
      "No word: BUZZ\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: .S\n",
      "No word: 15年\n",
      "No word: 20万人\n",
      "No word: 外為市場\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: 第3四半期\n",
      "No word: 4か月\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 台湾株式市場\n",
      "No word: 3日\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 9.\n",
      "No word: 5日\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: コンパル\n",
      "No word: 57億\n",
      "No word: 5人\n",
      "No word: 4か月\n",
      "No word: ING\n",
      "No word: ING\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 2014年\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 市場予想\n",
      "No word: 39億\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 3年\n",
      "No word: 2年\n",
      "No word: 9か月\n",
      "No word: 5か月\n",
      "No word: 前月比\n",
      "No word: 3万人\n",
      "No word: .S\n",
      "No word: 2013年\n",
      "No word: 宝山鋼鉄\n",
      "No word: 6か月\n",
      "No word: 2週間\n",
      "No word: 予想外\n",
      "No word: STAN\n",
      "No word: 予想外\n",
      "No word: STAN\n",
      "No word: 予想外\n",
      "No word: STAN\n",
      "No word: 予想外\n",
      "No word: STAN\n",
      "No word: 前月比\n",
      "No word: 13年ぶり\n",
      "No word: 2014年\n",
      "1000\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 外為市場\n",
      "No word: 午後3時\n",
      "No word: 世界販売\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: 世界販売\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: 24億\n",
      "No word: 2014年\n",
      "No word: 13日\n",
      "No word: 年末商戦\n",
      "No word: 年末商戦\n",
      "No word: 年末商戦\n",
      "No word: 当局者\n",
      "No word: 輸出関連株\n",
      "No word: 金利上昇\n",
      "No word: 金利上昇\n",
      "No word: 金利上昇\n",
      "No word: 自動車業界\n",
      "No word: 30年\n",
      "No word: 米金\n",
      "No word: 6万人\n",
      "No word: 外為市場\n",
      "No word: 5週間\n",
      "No word: 第4四半期\n",
      "No word: AA＝\n",
      "No word: 30年\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 5週間\n",
      "No word: 5年ぶり\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: AA＝\n",
      "No word: 第4四半期\n",
      "No word: AA＝\n",
      "No word: 第4四半期\n",
      "No word: AA＝\n",
      "No word: 1億\n",
      "No word: 22億\n",
      "No word: 8日\n",
      "No word: 8日\n",
      "No word: 8億\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: AA＝\n",
      "No word: 第4四半期\n",
      "No word: AA＝\n",
      "No word: 第4四半期\n",
      "No word: AA＝\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 2016年\n",
      "No word: 世界販売\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: 世界販売\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 利益率\n",
      "No word: 利益率\n",
      "No word: 利益率\n",
      "No word: BUZZ\n",
      "No word: 年末商戦\n",
      "No word: LD\n",
      "No word: 年末商戦\n",
      "No word: LD\n",
      "No word: 長期化\n",
      "No word: 長期化\n",
      "No word: 大日\n",
      "No word: 大日\n",
      "No word: K.\n",
      "No word: BL\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: 34円\n",
      "No word: 142円\n",
      "No word: H.\n",
      "No word: DIS\n",
      "No word: H.\n",
      "No word: DIS\n",
      "No word: H.\n",
      "No word: DIS\n",
      "No word: K.\n",
      "No word: K.\n",
      "No word: K.\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 8億\n",
      "No word: AA＝\n",
      "No word: 8億\n",
      "No word: AA＝\n",
      "No word: 8億\n",
      "No word: AA＝\n",
      "No word: 8億\n",
      "No word: AA＝\n",
      "No word: 過去最高\n",
      "No word: 輸出額\n",
      "No word: 過去最高\n",
      "No word: 輸出額\n",
      "No word: 過去最高\n",
      "No word: 輸出額\n",
      "No word: BUZZ\n",
      "No word: 5年\n",
      "No word: 5年\n",
      "No word: 資本流入\n",
      "No word: 資本流入\n",
      "No word: 2件\n",
      "No word: 5年ぶり\n",
      "No word: 目標達成\n",
      "No word: 年末商戦\n",
      "No word: 警戒感\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 過去最高\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 3か月\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 伸び率\n",
      "No word: 9か月\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: .S\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 駐米\n",
      "No word: インド外交\n",
      "No word: 4か月\n",
      "No word: 関係筋\n",
      "No word: 72億\n",
      "No word: 外為市場\n",
      "No word: 4億\n",
      "No word: 2週\n",
      "No word: 2億\n",
      "No word: 前月比\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 世界販売\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: MI\n",
      "No word: MI\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 法的措置\n",
      "No word: 法的措置\n",
      "No word: 法的措置\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 2013年\n",
      "No word: 2014年\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 3年\n",
      "No word: 26億\n",
      "No word: 13年\n",
      "No word: 改定値\n",
      "No word: 前年比\n",
      "No word: 第3四半期\n",
      "No word: 1週間\n",
      "No word: 4万人\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 長期的\n",
      "No word: 長期的\n",
      "No word: 午後3時\n",
      "No word: 25ドル\n",
      "No word: 外為市場\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 改定値\n",
      "No word: 前年比\n",
      "No word: 第3四半期\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 100億\n",
      "No word: 前年比\n",
      "No word: 3年ぶり\n",
      "No word: 関係筋\n",
      "No word: 年末商戦\n",
      "No word: TIF\n",
      "No word: 年末商戦\n",
      "No word: TIF\n",
      "No word: 33億\n",
      "No word: RENA\n",
      "No word: 7か月\n",
      "No word: 5年\n",
      "No word: 住友\n",
      "No word: 2013年\n",
      "No word: 2014年\n",
      "No word: 100億\n",
      "No word: 3年ぶり\n",
      "No word: 3年ぶり\n",
      "No word: 3年ぶり\n",
      "No word: 3年ぶり\n",
      "No word: 3年ぶり\n",
      "No word: 3年ぶり\n",
      "No word: 1月7日\n",
      "No word: 予想外\n",
      "No word: 2013年\n",
      "No word: 4年\n",
      "No word: 6万人\n",
      "No word: 予想外\n",
      "No word: 2013年\n",
      "No word: 4年\n",
      "No word: 6万人\n",
      "No word: 予想外\n",
      "No word: 2013年\n",
      "No word: 4年\n",
      "No word: 6万人\n",
      "No word: 1月7日\n",
      "No word: 1月7日\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 103円\n",
      "No word: AAPL\n",
      "No word: AAPL\n",
      "No word: 85歳\n",
      "No word: 85歳\n",
      "No word: 85歳\n",
      "No word: 85歳\n",
      "No word: 85歳\n",
      "No word: 85歳\n",
      "No word: 4か月\n",
      "No word: 700億円\n",
      "No word: 13日\n",
      "No word: 1か月\n",
      "No word: 外為市場\n",
      "No word: 輸出関連株\n",
      "No word: 台湾株式市場\n",
      "No word: 良さ\n",
      "No word: 外為市場\n",
      "No word: 1か月\n",
      "No word: 外為市場\n",
      "No word: 1か月\n",
      "No word: 1か月\n",
      "No word: 1か月\n",
      "No word: 8週間\n",
      "No word: 3か月\n",
      "No word: 前月比\n",
      "No word: 2年\n",
      "No word: 3か月\n",
      "No word: 前年比\n",
      "No word: 9.\n",
      "No word: 87%\n",
      "No word: 3年\n",
      "No word: 70億\n",
      "No word: 3年ぶり\n",
      "No word: 3年ぶり\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: AIR\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: AIR\n",
      "No word: 20日\n",
      "No word: 午後3時\n",
      "No word: 外為市場\n",
      "No word: 4週間\n",
      "No word: 103円\n",
      "No word: 外為市場\n",
      "No word: 4週間\n",
      "No word: 103円\n",
      "No word: 4億\n",
      "No word: 3か月\n",
      "No word: 6か月\n",
      "No word: 20日\n",
      "No word: 20日\n",
      "No word: 20日\n",
      "No word: 20日\n",
      "No word: 4週間\n",
      "No word: 14日\n",
      "No word: 2か月\n",
      "No word: H.\n",
      "No word: UL\n",
      "No word: 6500億円\n",
      "No word: NT\n",
      "No word: 8か月\n",
      "No word: 30億\n",
      "No word: 30億\n",
      "No word: 30億\n",
      "No word: 第4四半期\n",
      "No word: 10年\n",
      "No word: 米金\n",
      "No word: 3週間\n",
      "No word: 1か月\n",
      "No word: 決算発表\n",
      "No word: 業績悪化\n",
      "No word: 外為市場\n",
      "No word: 102円\n",
      "No word: 決算発表\n",
      "No word: 業績悪化\n",
      "No word: 10年\n",
      "No word: 米金\n",
      "No word: 3週間\n",
      "No word: GOO\n",
      "No word: G.O\n",
      "No word: 32億\n",
      "No word: H.\n",
      "No word: UL\n",
      "No word: NT\n",
      "No word: BUZZ\n",
      "No word: 短期的\n",
      "No word: 外為市場\n",
      "No word: 102円\n",
      "No word: BUZZ\n",
      "No word: 短期的\n",
      "No word: BUZZ\n",
      "No word: 2017年\n",
      "No word: 2017年\n",
      "No word: K.\n",
      "No word: OS\n",
      "No word: K.\n",
      "No word: OS\n",
      "No word: BUZZ\n",
      "No word: 32億\n",
      "No word: GOO\n",
      "No word: G.O\n",
      "No word: 32億\n",
      "No word: 市場予想\n",
      "No word: 2013年\n",
      "No word: 4年連続\n",
      "No word: 2013年\n",
      "No word: 4年連続\n",
      "No word: 2013年\n",
      "No word: 4年連続\n",
      "No word: 2013年\n",
      "No word: 4年連続\n",
      "No word: BUZZ\n",
      "No word: K.\n",
      "No word: 6回\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 15日\n",
      "No word: 2020年\n",
      "No word: 外為市場\n",
      "No word: 2日\n",
      "No word: 14年\n",
      "No word: 14日\n",
      "No word: 14日\n",
      "No word: BUZZ\n",
      "No word: 情報流出\n",
      "No word: 情報流出\n",
      "No word: 情報流出\n",
      "No word: 米大統領\n",
      "No word: 首脳会議\n",
      "No word: 14日\n",
      "No word: K.\n",
      "No word: K.\n",
      "No word: BUZZ\n",
      "No word: 2013年\n",
      "No word: バーゼルIII\n",
      "No word: KS\n",
      "No word: 円高\n",
      "No word: 活発化\n",
      "No word: 14年ぶり\n",
      "No word: 2か月\n",
      "No word: BUZZ\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: AAPL\n",
      "No word: AAPL\n",
      "No word: KS\n",
      "No word: 4か月\n",
      "No word: .S\n",
      "No word: TOT\n",
      "No word: F.P\n",
      "No word: TOT\n",
      "No word: F.P\n",
      "No word: TOT\n",
      "No word: F.P\n",
      "No word: 若年層\n",
      "No word: 若年層\n",
      "No word: 2週間\n",
      "No word: 14日\n",
      "No word: BUZZ\n",
      "No word: 3か月\n",
      "No word: 下落率\n",
      "No word: 3か月\n",
      "No word: 台湾株式市場\n",
      "No word: 金融株\n",
      "No word: 輸出関連株\n",
      "No word: 前月比\n",
      "No word: 外為市場\n",
      "No word: 高値更新\n",
      "No word: 2035年\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 2.0\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 2.0\n",
      "No word: 2009年\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 2月8日\n",
      "No word: 2月8日\n",
      "No word: 前年比\n",
      "No word: 2.0\n",
      "No word: 4年ぶり\n",
      "No word: 9億\n",
      "No word: 28日\n",
      "No word: 前月比\n",
      "No word: 3年ぶり\n",
      "No word: 前月比\n",
      "No word: 3年ぶり\n",
      "No word: 第4四半期\n",
      "No word: JPM\n",
      "No word: 30ドル\n",
      "No word: 第4四半期\n",
      "No word: JPM\n",
      "No word: 第4四半期\n",
      "No word: JPM\n",
      "No word: 2013年\n",
      "No word: 前年比\n",
      "No word: Book\n",
      "No word: JPM\n",
      "No word: 前月比\n",
      "No word: 第4四半期\n",
      "No word: JPM\n",
      "No word: 第4四半期\n",
      "No word: JPM\n",
      "No word: 午後3時\n",
      "No word: 50ドル\n",
      "No word: 第4四半期\n",
      "No word: JPM\n",
      "No word: 第4四半期\n",
      "No word: JPM\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 9億\n",
      "No word: 外為市場\n",
      "No word: 前月比\n",
      "No word: 第4四半期\n",
      "No word: 1月10日\n",
      "No word: 4週間\n",
      "No word: 2014年\n",
      "No word: 金融株\n",
      "No word: 2013年\n",
      "No word: 2014年\n",
      "No word: 年末商戦\n",
      "No word: 米金\n",
      "No word: 当局者\n",
      "No word: 米金\n",
      "No word: 当局者\n",
      "No word: 米金\n",
      "No word: 当局者\n",
      "No word: 外為市場\n",
      "No word: 104円\n",
      "No word: 外為市場\n",
      "No word: 104円\n",
      "No word: BUZZ\n",
      "No word: 第1四半期\n",
      "No word: 6年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2割\n",
      "No word: 第4四半期\n",
      "No word: 2割\n",
      "No word: 第4四半期\n",
      "No word: 2割\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 長期的\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 10円\n",
      "No word: 関係筋\n",
      "No word: 2014年\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 200日\n",
      "No word: CHERRSEE\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 伸び率\n",
      "No word: 2014年\n",
      "No word: バラク・オバマ\n",
      "No word: バラク・オバマ\n",
      "No word: 伸び率\n",
      "No word: 2014年\n",
      "No word: 105ドル\n",
      "No word: 円安\n",
      "No word: 円安\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 5年\n",
      "No word: 5年\n",
      "No word: 2013年\n",
      "No word: 事業拡大\n",
      "No word: 2013年\n",
      "No word: 事業拡大\n",
      "No word: 2013年\n",
      "No word: 事業拡大\n",
      "No word: 2013年\n",
      "No word: 事業拡大\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: JPM\n",
      "No word: JPM\n",
      "No word: BUZZ\n",
      "No word: 悲観的\n",
      "No word: 1週間\n",
      "No word: 2年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 外為市場\n",
      "No word: 4日\n",
      "No word: 過去最高\n",
      "No word: 4日\n",
      "No word: 前年比\n",
      "No word: 5か月\n",
      "No word: 2月2日\n",
      "No word: 予定通り\n",
      "No word: 2月2日\n",
      "No word: 予定通り\n",
      "No word: 台湾株式市場\n",
      "No word: 2013年\n",
      "No word: 当局者\n",
      "No word: 15日\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 5年\n",
      "No word: KS\n",
      "No word: KS\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: 関係筋\n",
      "No word: AX\n",
      "No word: ANZ\n",
      "No word: 関係筋\n",
      "No word: AX\n",
      "No word: ANZ\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 関係筋\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 第4四半期\n",
      "No word: 13年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 1年\n",
      "No word: 4年ぶり\n",
      "No word: 6か月\n",
      "No word: 1年半\n",
      "No word: 半年ぶり\n",
      "No word: 伸び率\n",
      "No word: 半年ぶり\n",
      "No word: 伸び率\n",
      "No word: 半年ぶり\n",
      "No word: 伸び率\n",
      "No word: 午後3時\n",
      "No word: 関係筋\n",
      "No word: 外為市場\n",
      "No word: 3億\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 8か月\n",
      "No word: 5年\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 3日間\n",
      "No word: 7週間\n",
      "No word: 高値更新\n",
      "No word: 2014年\n",
      "No word: 米金\n",
      "No word: 高値更新\n",
      "No word: 米金\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 高値更新\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 外為市場\n",
      "No word: Yahoo!\n",
      "No word: Yahoo!\n",
      "No word: BUZZ\n",
      "No word: AAPL\n",
      "No word: AAPL\n",
      "No word: AAPL\n",
      "No word: BA\n",
      "No word: 市場予想\n",
      "No word: 市場予想\n",
      "No word: 市場予想\n",
      "No word: BUZZ\n",
      "No word: 66円\n",
      "No word: 賛成多数\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 4人\n",
      "No word: 4人\n",
      "No word: JCP\n",
      "No word: 2000人\n",
      "No word: JCP\n",
      "No word: 2000人\n",
      "No word: JCP\n",
      "No word: 2000人\n",
      "No word: JCP\n",
      "No word: 2000人\n",
      "No word: BUZZ\n",
      "No word: 105円\n",
      "No word: 前月比\n",
      "No word: 26万人\n",
      "No word: 予想外\n",
      "No word: 前月比\n",
      "No word: 26万人\n",
      "No word: BUZZ\n",
      "No word: 50日\n",
      "No word: 6億\n",
      "No word: BUZZ\n",
      "No word: 7回\n",
      "No word: K.\n",
      "No word: .S\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: AX\n",
      "No word: RIO\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: AX\n",
      "No word: RIO\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 14年ぶり\n",
      "No word: VB\n",
      "No word: D.O\n",
      "No word: 2014年\n",
      "No word: 予想外\n",
      "No word: 前月比\n",
      "No word: 26万人\n",
      "No word: AA＝\n",
      "No word: 2基\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 200日\n",
      "No word: 予想外\n",
      "No word: 前月比\n",
      "No word: 26万人\n",
      "No word: 2020年\n",
      "No word: 1か月\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: TCS\n",
      "No word: 3年\n",
      "No word: 16日\n",
      "No word: 3年\n",
      "No word: 16日\n",
      "No word: 前年比\n",
      "No word: 9.\n",
      "No word: 自工会\n",
      "No word: 22日\n",
      "No word: 40人\n",
      "No word: BUZZ\n",
      "No word: KS\n",
      "No word: 1週間\n",
      "No word: 外為市場\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 改定値\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: AIR\n",
      "No word: 51億\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 3年\n",
      "2000\n",
      "No word: 改定値\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 改定値\n",
      "No word: 前年比\n",
      "No word: −1\n",
      "No word: 4か月\n",
      "No word: 1年\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: K.\n",
      "No word: BL\n",
      "No word: 第4四半期\n",
      "No word: K.\n",
      "No word: BL\n",
      "No word: 第4四半期\n",
      "No word: K.\n",
      "No word: BL\n",
      "No word: 第4四半期\n",
      "No word: K.\n",
      "No word: BL\n",
      "No word: 第4四半期\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 半年ぶり\n",
      "No word: 2週\n",
      "No word: 2週\n",
      "No word: 2週\n",
      "No word: 9.\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 午後3時\n",
      "No word: 50ドル\n",
      "No word: 財務長官\n",
      "No word: 14年\n",
      "No word: 外為市場\n",
      "No word: 9.\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 年末商戦\n",
      "No word: 利益率\n",
      "No word: 年末商戦\n",
      "No word: 利益率\n",
      "No word: 年末商戦\n",
      "No word: 利益率\n",
      "No word: 年末商戦\n",
      "No word: 利益率\n",
      "No word: 第4四半期\n",
      "No word: 3年\n",
      "No word: 財務長官\n",
      "No word: 21日\n",
      "No word: 13週\n",
      "No word: 26週\n",
      "No word: 9億\n",
      "No word: 米金\n",
      "No word: 米金\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 2億\n",
      "No word: 15日\n",
      "No word: 外為市場\n",
      "No word: 62億\n",
      "No word: 15日\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 105円\n",
      "No word: BUZZ\n",
      "No word: 105円\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: .S\n",
      "No word: .S\n",
      "No word: 第4四半期\n",
      "No word: 年末商戦\n",
      "No word: 2倍\n",
      "No word: 第4四半期\n",
      "No word: 年末商戦\n",
      "No word: 2倍\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: BUZZ\n",
      "No word: 20円\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: 黒字転換\n",
      "No word: BUZZ\n",
      "No word: 5か月\n",
      "No word: 市場予想\n",
      "No word: TCS\n",
      "No word: 市場予想\n",
      "No word: TCS\n",
      "No word: BUZZ\n",
      "No word: .S\n",
      "No word: 2012年\n",
      "No word: 優良株\n",
      "No word: 財務長官\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 予定通り\n",
      "No word: 3年\n",
      "No word: .S\n",
      "No word: 2012年\n",
      "No word: .S\n",
      "No word: 2012年\n",
      "No word: .S\n",
      "No word: 2012年\n",
      "No word: GOO\n",
      "No word: G.O\n",
      "No word: 5億\n",
      "No word: 5億\n",
      "No word: 5億\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 当局者\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 当局者\n",
      "No word: 第1四半期\n",
      "No word: 欧州連合統計局\n",
      "No word: 1年ぶり\n",
      "No word: TCS\n",
      "No word: 外為市場\n",
      "No word: 第4四半期\n",
      "No word: 第2四半期\n",
      "No word: 12億\n",
      "No word: 2013年\n",
      "No word: 20億\n",
      "No word: 第2四半期\n",
      "No word: 販売開始\n",
      "No word: 関係筋\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 5か月\n",
      "No word: 17日\n",
      "No word: 優良株\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: ゲーム化\n",
      "No word: 台湾株式市場\n",
      "No word: 若年層\n",
      "No word: 動乱\n",
      "No word: 当局者\n",
      "No word: 2週間\n",
      "No word: 17日\n",
      "No word: 7日\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 9年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 3年\n",
      "No word: 9.\n",
      "No word: 91億\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 石油ポンプ\n",
      "No word: 第4四半期\n",
      "No word: 石油ポンプ\n",
      "No word: 第4四半期\n",
      "No word: 石油ポンプ\n",
      "No word: 第4四半期\n",
      "No word: 石油ポンプ\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 9.\n",
      "No word: 9.\n",
      "No word: 速報値\n",
      "No word: 午後3時\n",
      "No word: 速報値\n",
      "No word: 9.\n",
      "No word: 9.\n",
      "No word: 2人\n",
      "No word: 36人\n",
      "No word: 36人\n",
      "No word: 36人\n",
      "No word: 36人\n",
      "No word: 36人\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 関係筋\n",
      "No word: AB\n",
      "No word: 45億\n",
      "No word: 関係筋\n",
      "No word: AB\n",
      "No word: 45億\n",
      "No word: 関係筋\n",
      "No word: AB\n",
      "No word: 45億\n",
      "No word: 関係筋\n",
      "No word: AB\n",
      "No word: 45億\n",
      "No word: 第4四半期\n",
      "No word: 3年\n",
      "No word: 大幅上昇\n",
      "No word: 第4四半期\n",
      "No word: 3年\n",
      "No word: 大幅上昇\n",
      "No word: 2013年\n",
      "No word: 3位\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 1億\n",
      "No word: 5年\n",
      "No word: バラク・オバマ\n",
      "No word: バラク・オバマ\n",
      "No word: バラク・オバマ\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 13年\n",
      "No word: 1月14日\n",
      "No word: 1月14日\n",
      "No word: 1月14日\n",
      "No word: 外為市場\n",
      "No word: 米金\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 9.\n",
      "No word: 5か月\n",
      "No word: 5か月\n",
      "No word: 22日\n",
      "No word: 反体制派\n",
      "No word: 1月14日\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 9.\n",
      "No word: BUZZ\n",
      "No word: 20円\n",
      "No word: 28人\n",
      "No word: 28人\n",
      "No word: 28人\n",
      "No word: 2014年\n",
      "No word: BUZZ\n",
      "No word: 当局者\n",
      "No word: 第4四半期\n",
      "No word: 予想外\n",
      "No word: 第4四半期\n",
      "No word: 予想外\n",
      "No word: 第4四半期\n",
      "No word: 予想外\n",
      "No word: 当局者\n",
      "No word: 物価上昇\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 50円\n",
      "No word: BUZZ\n",
      "No word: 50円\n",
      "No word: 外為市場\n",
      "No word: 5億\n",
      "No word: 前年比\n",
      "No word: 15か月\n",
      "No word: BUZZ\n",
      "No word: ポルシェ・マカン\n",
      "No word: ポルシェ・マカン\n",
      "No word: 6年後\n",
      "No word: 優良株\n",
      "No word: 2014年\n",
      "No word: 優先課題\n",
      "No word: 2014年\n",
      "No word: 優先課題\n",
      "No word: 2014年\n",
      "No word: 優先課題\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 市場予想\n",
      "No word: 伸び率\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 伸び率\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 過去最高\n",
      "No word: 前年比\n",
      "No word: 5か月\n",
      "No word: 13年\n",
      "No word: 13年\n",
      "No word: 13年\n",
      "No word: 10万人\n",
      "No word: 10万人\n",
      "No word: 10万人\n",
      "No word: 10万人\n",
      "No word: 10万人\n",
      "No word: 地質調査所\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 避難計画\n",
      "No word: 避難計画\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 2013年\n",
      "No word: 5年ぶり\n",
      "No word: 1位\n",
      "No word: 1月24日\n",
      "No word: BUZZ\n",
      "No word: 3年\n",
      "No word: 円高\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 3年ぶり\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 2014年\n",
      "No word: 2014年\n",
      "No word: BUZZ\n",
      "No word: イラン大統領\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 前月比\n",
      "No word: 外為市場\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: BUZZ\n",
      "No word: 22日\n",
      "No word: 58億\n",
      "No word: AB\n",
      "No word: 58億\n",
      "No word: AB\n",
      "No word: 58億\n",
      "No word: AB\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 投資戦略\n",
      "No word: 前年比\n",
      "No word: 22日\n",
      "No word: 2回\n",
      "No word: 関係筋\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 3億\n",
      "No word: 第4四半期\n",
      "No word: 予想外\n",
      "No word: 第4四半期\n",
      "No word: 予想外\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 10年\n",
      "No word: 1年半\n",
      "No word: 21日\n",
      "No word: 21日\n",
      "No word: 61億\n",
      "No word: 関係筋\n",
      "No word: 午後3時\n",
      "No word: 75ドル\n",
      "No word: 4億\n",
      "No word: 効率化\n",
      "No word: 4億\n",
      "No word: 効率化\n",
      "No word: 4億\n",
      "No word: 効率化\n",
      "No word: 2014年\n",
      "No word: 3年連続\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: 上値限定\n",
      "No word: 7億\n",
      "No word: 7億\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 3年\n",
      "No word: 利益確定\n",
      "No word: 21日\n",
      "No word: 2014年\n",
      "No word: 2年連続\n",
      "No word: 13年\n",
      "No word: 2020年\n",
      "No word: 5倍\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 2014年\n",
      "No word: 過去最高\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 2015年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 3年\n",
      "No word: 80億\n",
      "No word: BUZZ\n",
      "No word: 74円\n",
      "No word: BUZZ\n",
      "No word: 58億\n",
      "No word: AB\n",
      "No word: 58億\n",
      "No word: AB\n",
      "No word: 58億\n",
      "No word: AB\n",
      "No word: BUZZ\n",
      "No word: 100億\n",
      "No word: BUZZ\n",
      "No word: 100億\n",
      "No word: 5億\n",
      "No word: 関係筋\n",
      "No word: 12月24日\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2014年\n",
      "No word: STAN\n",
      "No word: 法人向け\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 関係筋\n",
      "No word: 優良株\n",
      "No word: JPM\n",
      "No word: KS\n",
      "No word: 優良株\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 伸び率\n",
      "No word: BUZZ\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 当局者\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 過去最高\n",
      "No word: 過去最高\n",
      "No word: 外為市場\n",
      "No word: 21日\n",
      "No word: 3年ぶり\n",
      "No word: 3週間\n",
      "No word: 習\n",
      "No word: 2週間\n",
      "No word: 3日\n",
      "No word: 利益率\n",
      "No word: 利益率\n",
      "No word: 利益率\n",
      "No word: 利益率\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 領有権問題\n",
      "No word: 1億\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 前年比\n",
      "No word: 市場予想\n",
      "No word: 第3四半期\n",
      "No word: 市場予想\n",
      "No word: 第3四半期\n",
      "No word: 市場予想\n",
      "No word: 第3四半期\n",
      "No word: 20万人\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: 4年ぶり\n",
      "No word: 7日\n",
      "No word: 81億\n",
      "No word: 2013年\n",
      "No word: 7週間\n",
      "No word: 予想外\n",
      "No word: 8年ぶり\n",
      "No word: 2013年\n",
      "No word: 9.\n",
      "No word: 2013年\n",
      "No word: 27日\n",
      "No word: 過去最低\n",
      "No word: 過去最低\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 3倍\n",
      "No word: 第4四半期\n",
      "No word: 3倍\n",
      "No word: 15年\n",
      "No word: 午後3時\n",
      "No word: 100万\n",
      "No word: 2014年\n",
      "No word: 22日\n",
      "No word: 60日間\n",
      "No word: 22日\n",
      "No word: 60日間\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 4週間\n",
      "No word: 22日\n",
      "No word: 外為市場\n",
      "No word: 9億\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 3か月\n",
      "No word: 6か月\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 8か月\n",
      "No word: 2014年\n",
      "No word: 2014年\n",
      "No word: 6週間\n",
      "No word: 2年\n",
      "No word: 10億\n",
      "No word: 10億\n",
      "No word: 5年\n",
      "No word: バラク・オバマ\n",
      "No word: 3月下旬\n",
      "No word: バラク・オバマ\n",
      "No word: 3月下旬\n",
      "No word: 米金\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 5年\n",
      "No word: 米金\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 経営陣\n",
      "No word: 経営陣\n",
      "No word: 経営陣\n",
      "No word: BUZZ\n",
      "No word: 29日\n",
      "No word: 外為市場\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 1100人\n",
      "No word: 1100人\n",
      "No word: 1100人\n",
      "No word: BUZZ\n",
      "No word: 2011年\n",
      "No word: 財務長官\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 第4四半期\n",
      "No word: 1100人\n",
      "No word: 第4四半期\n",
      "No word: 1100人\n",
      "No word: 第4四半期\n",
      "No word: 1100人\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 電話会談\n",
      "No word: 安全対策\n",
      "No word: BUZZ\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 1100人\n",
      "No word: 第4四半期\n",
      "No word: 1100人\n",
      "No word: 第4四半期\n",
      "No word: 1100人\n",
      "No word: 5か月\n",
      "No word: 2014年\n",
      "No word: 22日\n",
      "No word: 4REST\n",
      "No word: 4REST\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 200日\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 1700人\n",
      "No word: 1700人\n",
      "No word: BUZZ\n",
      "No word: 中期的\n",
      "No word: 2013年\n",
      "No word: 10年\n",
      "No word: 73万人\n",
      "No word: BUZZ\n",
      "No word: 1億\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 10年\n",
      "No word: 安定化\n",
      "No word: 安定化\n",
      "No word: 需要拡大\n",
      "No word: 107ドル\n",
      "No word: 2013年\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 2週間\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: 2週間\n",
      "No word: 6か月\n",
      "No word: 21日\n",
      "No word: 外為市場\n",
      "No word: 3日\n",
      "No word: 3週間\n",
      "No word: 22日\n",
      "No word: 深刻化\n",
      "No word: 2か月\n",
      "No word: 1人\n",
      "No word: 予想外\n",
      "No word: 関係筋\n",
      "No word: 3週間\n",
      "No word: 2月24日\n",
      "No word: 14年\n",
      "No word: 予想外\n",
      "No word: 短期的\n",
      "No word: 予想外\n",
      "No word: 短期的\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 3週間\n",
      "No word: 7日\n",
      "No word: テロ予告\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: テロ予告\n",
      "No word: 6年ぶり\n",
      "No word: 第3四半期\n",
      "No word: 大幅上昇\n",
      "No word: 第2四半期\n",
      "No word: 第2四半期\n",
      "No word: 第2四半期\n",
      "No word: 第2四半期\n",
      "No word: 午後3時\n",
      "No word: 5億\n",
      "No word: 関係筋\n",
      "No word: 6年ぶり\n",
      "No word: 第3四半期\n",
      "No word: 外為市場\n",
      "No word: 関係筋\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 4週間\n",
      "No word: 1億\n",
      "No word: AAPL\n",
      "No word: 30億\n",
      "No word: 4億\n",
      "No word: 4億\n",
      "No word: 4億\n",
      "No word: 4億\n",
      "No word: 慰霊\n",
      "No word: 10年\n",
      "No word: 8年ぶり\n",
      "No word: 5年\n",
      "No word: ASML\n",
      "No word: 5年\n",
      "No word: ASML\n",
      "No word: 米金\n",
      "No word: 2月下旬\n",
      "No word: 関係筋\n",
      "No word: 米金\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 習\n",
      "No word: 財務長官\n",
      "No word: 2月下旬\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "3000\n",
      "No word: 速報値\n",
      "No word: 第4四半期\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 40円\n",
      "No word: 習\n",
      "No word: 反体制派\n",
      "No word: 24日\n",
      "No word: 反体制派\n",
      "No word: 24日\n",
      "No word: 反体制派\n",
      "No word: 24日\n",
      "No word: 反体制派\n",
      "No word: 24日\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 速報値\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: MU\n",
      "No word: BP\n",
      "No word: ><\n",
      "No word: 21日\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 速報値\n",
      "No word: 第4四半期\n",
      "No word: 475人\n",
      "No word: 関係筋\n",
      "No word: 速報値\n",
      "No word: 6か月\n",
      "No word: 大幅上昇\n",
      "No word: イラン大統領\n",
      "No word: BUZZ\n",
      "No word: 二重\n",
      "No word: 二重\n",
      "No word: 二重\n",
      "No word: 二重\n",
      "No word: 13年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 速報値\n",
      "No word: 6か月\n",
      "No word: SAMSUNG\n",
      "No word: 警戒感\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: KS\n",
      "No word: 決算発表\n",
      "No word: 13年\n",
      "No word: 525人\n",
      "No word: 大手企業\n",
      "No word: 30年\n",
      "No word: 30年\n",
      "No word: 速報値\n",
      "No word: 6か月\n",
      "No word: 速報値\n",
      "No word: 6か月\n",
      "No word: BUZZ\n",
      "No word: 2月2日\n",
      "No word: KS\n",
      "No word: SAMSUNG\n",
      "No word: 23日\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 3年ぶり\n",
      "No word: 台湾株式市場\n",
      "No word: .S\n",
      "No word: 3週間\n",
      "No word: 第4四半期\n",
      "No word: 3年ぶり\n",
      "No word: 28日\n",
      "No word: KS\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 外為市場\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 23億\n",
      "No word: 速報値\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 速報値\n",
      "No word: 市場予想\n",
      "No word: 第3四半期\n",
      "No word: 市場予想\n",
      "No word: 第3四半期\n",
      "No word: 市場予想\n",
      "No word: 第3四半期\n",
      "No word: 市場予想\n",
      "No word: 第3四半期\n",
      "No word: 2か月\n",
      "No word: 第4四半期\n",
      "No word: 23億\n",
      "No word: 速報値\n",
      "No word: 2011年\n",
      "No word: 来月2日\n",
      "No word: 来月2日\n",
      "No word: イラン大統領\n",
      "No word: 4週間\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 2月20日\n",
      "No word: 財務長官\n",
      "No word: 財務長官\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 外為市場\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 7年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 2011年\n",
      "No word: 外為市場\n",
      "No word: 2年\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 午後3時\n",
      "No word: 2013年\n",
      "No word: 将来的\n",
      "No word: 2年\n",
      "No word: 29日\n",
      "No word: 27日\n",
      "No word: 7年\n",
      "No word: 26週間\n",
      "No word: 30日\n",
      "No word: 米留\n",
      "No word: 10年\n",
      "No word: 9億\n",
      "No word: 悲観的\n",
      "No word: 透明性\n",
      "No word: 市場上\n",
      "No word: 3日\n",
      "No word: 米金\n",
      "No word: 財務長官\n",
      "No word: 米金\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 3日\n",
      "No word: AAPL\n",
      "No word: 36億\n",
      "No word: AAPL\n",
      "No word: 36億\n",
      "No word: AAPL\n",
      "No word: 36億\n",
      "No word: 22日\n",
      "No word: 1億\n",
      "No word: 8億\n",
      "No word: 22日\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 2002年\n",
      "No word: 2002年\n",
      "No word: 2002年\n",
      "No word: 2002年\n",
      "No word: 2002年\n",
      "No word: 昨年7月\n",
      "No word: 昨年7月\n",
      "No word: 昨年7月\n",
      "No word: 3日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 95円\n",
      "No word: 米大統領\n",
      "No word: 2015年度\n",
      "No word: 3月4日\n",
      "No word: 2008年\n",
      "No word: 第4四半期\n",
      "No word: 65億\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: 2年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 1月中旬\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: 優先課題\n",
      "No word: 28日\n",
      "No word: 虚偽報告\n",
      "No word: BUZZ\n",
      "No word: 2013年\n",
      "No word: 資本流入\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 朝高\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 長期的\n",
      "No word: 13年\n",
      "No word: 第3四半期\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 2500人\n",
      "No word: 3年\n",
      "No word: 28日\n",
      "No word: 重要性\n",
      "No word: 重要性\n",
      "No word: 不透明感\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: 外為市場\n",
      "No word: 6週間\n",
      "No word: 3日\n",
      "No word: 24日\n",
      "No word: 20年\n",
      "No word: 資本流入\n",
      "No word: 資本流入\n",
      "No word: 2週間\n",
      "No word: 3日\n",
      "No word: 関係筋\n",
      "No word: 29日\n",
      "No word: 7日\n",
      "No word: 第2四半期\n",
      "No word: 第2四半期\n",
      "No word: 2013年\n",
      "No word: 3年\n",
      "No word: 3か月\n",
      "No word: 今年4月\n",
      "No word: 調査結果\n",
      "No word: 28日\n",
      "No word: 関係筋\n",
      "No word: 1100人\n",
      "No word: 習\n",
      "No word: 13年\n",
      "No word: 6億\n",
      "No word: 3年\n",
      "No word: 99億\n",
      "No word: 午後3時\n",
      "No word: 33億\n",
      "No word: 外為市場\n",
      "No word: 円高\n",
      "No word: 101円\n",
      "No word: 利益率\n",
      "No word: 利益率\n",
      "No word: 2か月\n",
      "No word: 5週間\n",
      "No word: 27日\n",
      "No word: 1月21日\n",
      "No word: 1月21日\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 101円\n",
      "No word: 1月21日\n",
      "No word: 1月21日\n",
      "No word: 前年比\n",
      "No word: 決意表明\n",
      "No word: 具体策\n",
      "No word: 2300人\n",
      "No word: 目標達成\n",
      "No word: 6か月\n",
      "No word: BUZZ\n",
      "No word: 12月上旬\n",
      "No word: 2014年\n",
      "No word: BUZZ\n",
      "No word: 1月2日\n",
      "No word: 最大規模\n",
      "No word: 2001年\n",
      "No word: 最大規模\n",
      "No word: 2001年\n",
      "No word: BUZZ\n",
      "No word: 24日\n",
      "No word: BUZZ\n",
      "No word: 米大統領\n",
      "No word: 22日\n",
      "No word: 66億\n",
      "No word: BUZZ\n",
      "No word: 2月2日\n",
      "No word: 3年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 1人\n",
      "No word: 1人\n",
      "No word: 1人\n",
      "No word: 1人\n",
      "No word: ボーイング767\n",
      "No word: BUZZ\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 年末商戦\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 820万\n",
      "No word: 820万\n",
      "No word: 4年\n",
      "No word: 4年\n",
      "No word: 4年\n",
      "No word: 4年\n",
      "No word: 4年\n",
      "No word: 4年\n",
      "No word: 新モデル\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 関係筋\n",
      "No word: 大幅上昇\n",
      "No word: 4か月\n",
      "No word: .S\n",
      "No word: 5か月\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 3年\n",
      "No word: 金融株\n",
      "No word: 外為市場\n",
      "No word: 高品質\n",
      "No word: 5か月\n",
      "No word: 第4四半期\n",
      "No word: 2か月\n",
      "No word: 1ドル\n",
      "No word: 2011年\n",
      "No word: 序列4位\n",
      "No word: 1か月\n",
      "No word: 中期的\n",
      "No word: 28日\n",
      "No word: 2年\n",
      "No word: 2年\n",
      "No word: 全面安\n",
      "No word: 28日\n",
      "No word: 28日\n",
      "No word: 28日\n",
      "No word: 28日\n",
      "No word: 第4四半期\n",
      "No word: コスト削減\n",
      "No word: 速報値\n",
      "No word: 28日\n",
      "No word: 28日\n",
      "No word: 28日\n",
      "No word: 28日\n",
      "No word: 速報値\n",
      "No word: 契約締結\n",
      "No word: 契約締結\n",
      "No word: 午後3時\n",
      "No word: 50ドル\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 3か月\n",
      "No word: 6か月\n",
      "No word: 1億\n",
      "No word: 100億\n",
      "No word: 4週間\n",
      "No word: 28日\n",
      "No word: 外為市場\n",
      "No word: 1か月\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 米金\n",
      "No word: 警戒感\n",
      "No word: 外為市場\n",
      "No word: 50ドル\n",
      "No word: 2015年\n",
      "No word: 2倍\n",
      "No word: 前年同期\n",
      "No word: 外為市場\n",
      "No word: 2013年\n",
      "No word: 30億\n",
      "No word: S.L\n",
      "No word: 2013年\n",
      "No word: 30億\n",
      "No word: S.L\n",
      "No word: 2013年\n",
      "No word: 30億\n",
      "No word: S.L\n",
      "No word: 米金\n",
      "No word: 警戒感\n",
      "No word: 5か月\n",
      "No word: 5か月\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 転落死\n",
      "No word: 転落死\n",
      "No word: 転落死\n",
      "No word: 転落死\n",
      "No word: 転落死\n",
      "No word: 転落死\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 28日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 6億\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: P2\n",
      "No word: WR\n",
      "No word: APU\n",
      "No word: 4か月\n",
      "No word: 中国地方\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: SAMSUNG\n",
      "No word: P2\n",
      "No word: WR\n",
      "No word: APU\n",
      "No word: 14日\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: SAMSUNG\n",
      "No word: 再検討\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: BUZZ\n",
      "No word: 5か月\n",
      "No word: 5か月\n",
      "No word: Seagate\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 10億\n",
      "No word: BUZZ\n",
      "No word: 金利上昇\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 前月比\n",
      "No word: 昨年4月\n",
      "No word: ゲーム開発\n",
      "No word: 大株主\n",
      "No word: 第4四半期\n",
      "No word: 特損\n",
      "No word: 1か月\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 11年\n",
      "No word: 73人\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 24億\n",
      "No word: 2013年\n",
      "No word: 必要不可欠\n",
      "No word: 前年比\n",
      "No word: 9か月\n",
      "No word: 5か月\n",
      "No word: 外為市場\n",
      "No word: 28日\n",
      "No word: 14日\n",
      "No word: 交\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 1か月\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 5か月\n",
      "No word: 5か月\n",
      "No word: 関係筋\n",
      "No word: 2年\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 21日間\n",
      "No word: 1人\n",
      "No word: 2014年\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 2年連続\n",
      "No word: 2年連続\n",
      "No word: 第4四半期\n",
      "No word: 21日\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 6年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 6年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 6年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 6年ぶり\n",
      "No word: 7日\n",
      "No word: 35億\n",
      "No word: 2年\n",
      "No word: 2月2日\n",
      "No word: 2月2日\n",
      "No word: 2月2日\n",
      "No word: AAPL\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: AAPL\n",
      "No word: AAPL\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 2013年\n",
      "No word: 6年ぶり\n",
      "No word: 午後3時\n",
      "No word: 25ドル\n",
      "No word: 前年比\n",
      "No word: 大幅上昇\n",
      "No word: 昨年8月\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 100万\n",
      "No word: 40億\n",
      "No word: 2017年\n",
      "No word: 9億\n",
      "No word: 4週間\n",
      "No word: 外為市場\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 2年\n",
      "No word: 当局者\n",
      "No word: 16億\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 2014年\n",
      "No word: 7年ぶり\n",
      "No word: 新製品\n",
      "No word: 4日\n",
      "No word: 6か月\n",
      "No word: 米金\n",
      "No word: 4日\n",
      "No word: 第4四半期\n",
      "No word: Yahoo!\n",
      "No word: 第4四半期\n",
      "No word: Yahoo!\n",
      "No word: 外為市場\n",
      "No word: 1週間\n",
      "No word: 4日\n",
      "No word: 地元紙\n",
      "No word: 米金\n",
      "No word: 1週間\n",
      "No word: BUZZ\n",
      "4000\n",
      "No word: BUZZ\n",
      "No word: 20円\n",
      "No word: 97円\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 米大統領\n",
      "No word: 具体的\n",
      "No word: 5億\n",
      "No word: 5億\n",
      "No word: 13年\n",
      "No word: 7億\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: Yahoo!\n",
      "No word: 第4四半期\n",
      "No word: Yahoo!\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 22円\n",
      "No word: バラク・オバマ\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 伸び率\n",
      "No word: 3期\n",
      "No word: 3年\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: 2020年\n",
      "No word: 2020年\n",
      "No word: 中国米\n",
      "No word: 30日\n",
      "No word: 米大統領\n",
      "No word: 30日\n",
      "No word: 第4四半期\n",
      "No word: Yahoo!\n",
      "No word: 第4四半期\n",
      "No word: Yahoo!\n",
      "No word: ハヌル原発\n",
      "No word: BUZZ\n",
      "No word: 技術的\n",
      "No word: 第4四半期\n",
      "No word: 6年\n",
      "No word: 第4四半期\n",
      "No word: 6年\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 13年\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 6か月\n",
      "No word: 米大統領\n",
      "No word: 技術的\n",
      "No word: 20億\n",
      "No word: 20億\n",
      "No word: 米大統領\n",
      "No word: 新モデル\n",
      "No word: 5か月\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: BUZZ\n",
      "No word: 70億\n",
      "No word: 2020年\n",
      "No word: 2基\n",
      "No word: 外為市場\n",
      "No word: 2週間\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 5月15日\n",
      "No word: 2013年\n",
      "No word: 4位\n",
      "No word: 米大統領\n",
      "No word: 29日\n",
      "No word: 第4四半期\n",
      "No word: 4年ぶり\n",
      "No word: 4年ぶり\n",
      "No word: 2007年\n",
      "No word: 金融株\n",
      "No word: 過去最高\n",
      "No word: 10億\n",
      "No word: 29日\n",
      "No word: 29日\n",
      "No word: 第4四半期\n",
      "No word: 14年\n",
      "No word: 2月2日\n",
      "No word: 安全確保\n",
      "No word: 1万人\n",
      "No word: 予想外\n",
      "No word: 6年\n",
      "No word: 米大統領\n",
      "No word: 4年ぶり\n",
      "No word: 5日\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 第3四半期\n",
      "No word: 3週間\n",
      "No word: 前年比\n",
      "No word: 9か月\n",
      "No word: 22ドル\n",
      "No word: 前年比\n",
      "No word: 目標達成\n",
      "No word: 目標達成\n",
      "No word: 目標達成\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 6年ぶり\n",
      "No word: 6年ぶり\n",
      "No word: 主要3指数\n",
      "No word: 午後3時\n",
      "No word: 関係筋\n",
      "No word: 追加利上げ\n",
      "No word: トラディション\n",
      "No word: 追加利上げ\n",
      "No word: トラディション\n",
      "No word: 追加利上げ\n",
      "No word: トラディション\n",
      "No word: 外為市場\n",
      "No word: 2年\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 6週間\n",
      "No word: 6週間\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 67倍\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 財務長官\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 米留\n",
      "No word: 関係筋\n",
      "No word: 30億\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 外為市場\n",
      "No word: 101円\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 外為市場\n",
      "No word: 101円\n",
      "No word: 67倍\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 米金\n",
      "No word: 警戒感\n",
      "No word: BUZZ\n",
      "No word: 40円\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: BUZZ\n",
      "No word: 40円\n",
      "No word: 100日\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: BUZZ\n",
      "No word: 3日\n",
      "No word: 100億\n",
      "No word: BUZZ\n",
      "No word: 台湾株式市場\n",
      "No word: 2月5日\n",
      "No word: スノーデン\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 第4四半期\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: BUZZ\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 4人\n",
      "No word: 4人\n",
      "No word: 4人\n",
      "No word: 4人\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 改定値\n",
      "No word: バラク・オバマ\n",
      "No word: バラク・オバマ\n",
      "No word: バラク・オバマ\n",
      "No word: 33億\n",
      "No word: 地元紙\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 段階的\n",
      "No word: 改定値\n",
      "No word: 半年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 前月比\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 200日\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 100億\n",
      "No word: 50億\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 1人\n",
      "No word: 3人\n",
      "No word: 情報流出\n",
      "No word: 情報流出\n",
      "No word: 情報流出\n",
      "No word: 情報流出\n",
      "No word: 1か月\n",
      "No word: 8億\n",
      "No word: 3年ぶり\n",
      "No word: 5か月\n",
      "No word: バラク・オバマ\n",
      "No word: 5か月\n",
      "No word: 30日\n",
      "No word: BUZZ\n",
      "No word: インド・ルピー\n",
      "No word: 14日\n",
      "No word: 餞別\n",
      "No word: 市場予想\n",
      "No word: 市場予想\n",
      "No word: 外為市場\n",
      "No word: 5年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 外為市場\n",
      "No word: 大幅増\n",
      "No word: 大幅増\n",
      "No word: 13年\n",
      "No word: 2倍\n",
      "No word: 第4四半期\n",
      "No word: 前月比\n",
      "No word: 8万人\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: コスト削減\n",
      "No word: コスト削減\n",
      "No word: コスト削減\n",
      "No word: コスト削減\n",
      "No word: 第1四半期\n",
      "No word: .S\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 6年ぶり\n",
      "No word: 前月比\n",
      "No word: 8万人\n",
      "No word: 9か月\n",
      "No word: 10年\n",
      "No word: 2010年\n",
      "No word: 5年\n",
      "No word: 高値更新\n",
      "No word: 30日\n",
      "No word: 無制限介入\n",
      "No word: 無制限介入\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 10億\n",
      "No word: 2013年\n",
      "No word: 10億\n",
      "No word: 1か月\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: 午後3時\n",
      "No word: 50ドル\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 外為市場\n",
      "No word: 全面高\n",
      "No word: 高値更新\n",
      "No word: 高値更新\n",
      "No word: 高値更新\n",
      "No word: 9億\n",
      "No word: 5年\n",
      "No word: 世界販売\n",
      "No word: 2013年\n",
      "No word: 2位\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 7年\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 米安\n",
      "No word: 45億\n",
      "No word: 30日\n",
      "No word: 100億\n",
      "No word: 30日\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2月1日\n",
      "No word: 2月3日\n",
      "No word: 午後11時\n",
      "No word: 2億\n",
      "No word: 29日\n",
      "No word: 3日\n",
      "No word: 2月1日\n",
      "No word: 米金\n",
      "No word: コスト削減\n",
      "No word: コスト削減\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 外為市場\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 200万\n",
      "No word: 外為市場\n",
      "No word: 7億\n",
      "No word: 29日\n",
      "No word: 米金\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 昨年6月\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: Yahoo!\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 45円\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: 第4四半期\n",
      "No word: 14年\n",
      "No word: 第4四半期\n",
      "No word: 14年\n",
      "No word: 6週\n",
      "No word: BUZZ\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: 7日\n",
      "No word: 4日\n",
      "No word: 510万\n",
      "No word: Yahoo!\n",
      "No word: 情報流出\n",
      "No word: Yahoo!\n",
      "No word: 情報流出\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 40円\n",
      "No word: 7日\n",
      "No word: 外為市場\n",
      "No word: 米安\n",
      "No word: 米安\n",
      "No word: 第4四半期\n",
      "No word: 2割\n",
      "No word: 第4四半期\n",
      "No word: 2割\n",
      "No word: 第4四半期\n",
      "No word: 2割\n",
      "No word: 第4四半期\n",
      "No word: 2割\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: ブロードコム\n",
      "No word: 第4四半期\n",
      "No word: ブロードコム\n",
      "No word: 第4四半期\n",
      "No word: ブロードコム\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 京東商城\n",
      "No word: 京東商城\n",
      "No word: 京東商城\n",
      "No word: 第4四半期\n",
      "No word: 関係筋\n",
      "No word: avast!\n",
      "No word: avast!\n",
      "No word: avast!\n",
      "No word: 3年ぶり\n",
      "No word: 14年\n",
      "No word: 14年\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 200日\n",
      "No word: BUZZ\n",
      "No word: 8億\n",
      "No word: コスト削減\n",
      "No word: 5800人\n",
      "No word: 3年間\n",
      "No word: 2月4日\n",
      "No word: BUZZ\n",
      "No word: 4週間\n",
      "No word: 前年比\n",
      "No word: 87%\n",
      "No word: 前年比\n",
      "No word: 87%\n",
      "No word: 前年比\n",
      "No word: 3億\n",
      "No word: 前月比\n",
      "No word: −2\n",
      "No word: 前月比\n",
      "No word: 瀬戸際戦術\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 4年\n",
      "No word: 第3四半期\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: AB\n",
      "No word: 3年\n",
      "No word: 68億\n",
      "No word: 第4四半期\n",
      "No word: 前月比\n",
      "No word: 2013年度\n",
      "No word: 第4四半期\n",
      "No word: 大幅上昇\n",
      "No word: 2009年\n",
      "No word: 速報値\n",
      "No word: 第1四半期\n",
      "No word: 前月比\n",
      "No word: 午後3時\n",
      "No word: 2億\n",
      "No word: 過去最低\n",
      "No word: 過去最低\n",
      "No word: 過去最低\n",
      "No word: 2013年\n",
      "No word: 10年ぶり\n",
      "No word: 2013年\n",
      "No word: 10年ぶり\n",
      "No word: 2013年\n",
      "No word: 10年ぶり\n",
      "No word: 13日\n",
      "No word: 議会証言\n",
      "No word: 合否\n",
      "No word: 合否\n",
      "No word: 1月28日\n",
      "No word: 2011年\n",
      "No word: 64億\n",
      "No word: 1月28日\n",
      "No word: 外為市場\n",
      "No word: 101円\n",
      "No word: 10年\n",
      "No word: 米金\n",
      "No word: 2か月\n",
      "No word: ダイヤモンド電機\n",
      "No word: 10年\n",
      "No word: 米金\n",
      "No word: 2か月\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2割\n",
      "No word: 2割\n",
      "No word: 2割\n",
      "No word: 2割\n",
      "No word: 2割\n",
      "No word: BUZZ\n",
      "No word: 半年ぶり\n",
      "No word: BUZZ\n",
      "No word: 100日\n",
      "No word: 90円\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 不透明感\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: 101円\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 国務省報告\n",
      "No word: 国務省報告\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: 前月比\n",
      "No word: BUZZ\n",
      "No word: 9月中旬\n",
      "No word: 5年ぶり\n",
      "No word: 2週間\n",
      "No word: 106ドル\n",
      "No word: 2週間\n",
      "No word: 106ドル\n",
      "No word: 2億\n",
      "No word: 世界販売\n",
      "No word: 前年比\n",
      "No word: 優良株\n",
      "No word: BUZZ\n",
      "No word: 5か月\n",
      "No word: 5か月\n",
      "No word: 6日\n",
      "No word: 2013年\n",
      "No word: 2億\n",
      "No word: 3か月\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: BUZZ\n",
      "No word: 3日\n",
      "No word: 前月比\n",
      "No word: 5か月\n",
      "No word: 世界販売\n",
      "No word: 前年比\n",
      "No word: 大幅増\n",
      "No word: 19億\n",
      "No word: 2か月\n",
      "No word: 優良株\n",
      "No word: 前年比\n",
      "No word: 改定値\n",
      "No word: 2011年\n",
      "No word: 改定値\n",
      "No word: 2011年\n",
      "No word: −1\n",
      "No word: 改定値\n",
      "No word: 2011年\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 2人\n",
      "No word: 改定値\n",
      "No word: 2011年\n",
      "No word: 6か月\n",
      "No word: 6か月\n",
      "No word: 改定値\n",
      "No word: 2011年\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 13年\n",
      "No word: 第3四半期\n",
      "No word: 13年\n",
      "No word: 第3四半期\n",
      "No word: 4年ぶり\n",
      "No word: 新モデル\n",
      "No word: 2014年\n",
      "No word: 長期化\n",
      "No word: 5か月\n",
      "No word: 改定値\n",
      "No word: 速報値\n",
      "No word: 就任宣誓\n",
      "No word: 改定値\n",
      "No word: 速報値\n",
      "No word: 前月比\n",
      "No word: 財務長官\n",
      "No word: 財務長官\n",
      "No word: 8か月\n",
      "No word: 6日\n",
      "No word: 午後3時\n",
      "No word: 8か月\n",
      "No word: 当局者\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 5億\n",
      "No word: 690万\n",
      "No word: 17億\n",
      "No word: 17億\n",
      "No word: 17億\n",
      "No word: 3か月\n",
      "No word: 6か月\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: 1か月\n",
      "No word: 高校3年\n",
      "No word: 米金\n",
      "No word: 追加利上げ\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: 100円\n",
      "No word: 米金\n",
      "No word: 米地\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: 100円\n",
      "No word: 2014年\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: 100円\n",
      "No word: 米地\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: 100円\n",
      "No word: BUZZ\n",
      "No word: 95円\n",
      "No word: 米金\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "C value = 8\n"
     ]
    }
   ],
   "source": [
    "run svm_title.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "classification report of TRAINING data:\n",
      "             precision    recall  f1-score   support\n",
      "\n",
      "        0.0       1.00      1.00      1.00      4000\n",
      "        1.0       1.00      1.00      1.00      4000\n",
      "\n",
      "avg / total       1.00      1.00      1.00      8000\n",
      "\n",
      "classification report of TEST data:\n",
      "             precision    recall  f1-score   support\n",
      "\n",
      "        0.0       0.73      0.79      0.76      1000\n",
      "        1.0       0.77      0.70      0.74      1000\n",
      "\n",
      "avg / total       0.75      0.75      0.75      2000\n",
      "\n"
     ]
    }
   ],
   "source": [
    "\t\tprint \"classification report of TRAINING data:\"\n",
    "\t\tprint(classification_report(y_train, y_train_predict))\n",
    "\n",
    "\t\tprint \"classification report of TEST data:\"\n",
    "\t\tprint(classification_report(y_test, y_test_predict))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "def find_ranking(projection1, projection2, clf):\n",
    "\tsim_results = []\n",
    "\trank_results = []\n",
    "\n",
    "\t# Iterate each of the ariticle from projection1 (999) as proj1\n",
    "\t# Calculate the simialrity of proj1 with all ariticles in projection2 (999)\n",
    "\tfor i, proj1 in enumerate(projection1):\n",
    "\t\t# print \"Find answer for doc.\", i\n",
    "\t\tproj1_tile = np.tile(proj1, (len(projection2),1))\n",
    "\t\tfeatures_test = np.concatenate((proj1_tile, projection2), axis=1)\n",
    "\t\tsim = clf.predict_proba(features_test)[:,1]\n",
    "\t\trank = pd.Series(sim).rank(ascending = False)[i]\n",
    "\t\tsim_results.append(sim)\n",
    "\t\trank_results.append(rank)\n",
    "\t\tprint \"Find answer for doc.\", rank\n",
    "\n",
    "\t# sim_results contains 999*999 similairty matrix\n",
    "\treturn sim_results, rank_results\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Find answer for doc. 36.0\n",
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     ]
    }
   ],
   "source": [
    "sim_results_test1, rank_results_test2 = find_ranking(X_test_scaled[:1000,:200] ,X_test_scaled[:1000,200:], clf)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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oaFiPo0eHYejQITh9+nvg9FMPYAC6us7F1772NJYtuwZTp1ahqupC5Ocf1b59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\n7NZsnFThd/wyTcMbNixDIvFnAA2QM9CXlKxIOwN9U1M9Ro0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LFq2g8RLhokUrGB4ebMv7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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f4dfd0c02d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib\n",
    "# matplotlib.rcParams['figure.figsize'] = (6.0, 2.0)\n",
    "# matplotlib.rcParams['figure.figsize'] = (10, 7)\n",
    "matplotlib.rcParams['figure.figsize'] = (10, 7)\n",
    "plt.plot(rank_results_test2,'bo')\n",
    "plt.title('TOP Ranking for test documents (1-1000)')\n",
    "plt.xlabel('Document Number')\n",
    "plt.ylabel('The ranking of the real pair')\n",
    "# plt.ylim([1000,0])\n",
    "plt.ylim([532,0.5])\n",
    "plt.grid(True)\n",
    "plt.savefig('top-test.eps', format='eps', dpi=1000)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "count    1000.000000\n",
       "mean       42.550000\n",
       "std        77.352682\n",
       "min         1.000000\n",
       "25%         4.500000\n",
       "50%        14.500000\n",
       "75%        42.125000\n",
       "max       581.500000\n",
       "dtype: float64"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.Series(rank_results_test2).describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TOP1 71\n",
      "TOP5 292\n",
      "TOP10 434\n"
     ]
    }
   ],
   "source": [
    "print \"TOP1\", (pd.Series(rank_results_test2)<=1).sum()\n",
    "print \"TOP5\", (pd.Series(rank_results_test2)<=5).sum()\n",
    "print \"TOP10\", (pd.Series(rank_results_test2)<=10).sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "y_pred_svm = np.concatenate((y_test_proba[:1000, 0], y_test_proba[1000:, 0]), axis = 0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0.6582921 ,  0.63066441,  0.63945968, ...,  0.63464541,\n",
       "        0.65956287,  0.64395729])"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_pred_svm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 0.6582921 ,  0.3417079 ],\n",
       "       [ 0.63066441,  0.36933559],\n",
       "       [ 0.63945968,  0.36054032],\n",
       "       ..., \n",
       "       [ 0.63464541,  0.36535459],\n",
       "       [ 0.65956287,  0.34043713],\n",
       "       [ 0.64395729,  0.35604271]])"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib\n",
    "# matplotlib.rcParams['figure.figsize'] = (6.0, 2.0)\n",
    "# matplotlib.rcParams['figure.figsize'] = (10, 7)\n",
    "matplotlib.rcParams['figure.figsize'] = (10, 7)\n",
    "plt.plot(rank_results_test2,'bo')\n",
    "plt.title('TOP Ranking for test documents (1-1000)')\n",
    "plt.xlabel('Document Number')\n",
    "plt.ylabel('The ranking of the real pair')\n",
    "# plt.ylim([1000,0])\n",
    "plt.ylim([532,0.5])\n",
    "plt.grid(True)\n",
    "plt.savefig('top-test.eps', format='eps', dpi=1000)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 0.6582921 ,  0.3417079 ],\n",
       "       [ 0.63066441,  0.36933559],\n",
       "       [ 0.63945968,  0.36054032],\n",
       "       ..., \n",
       "       [ 0.63464541,  0.36535459],\n",
       "       [ 0.65956287,  0.34043713],\n",
       "       [ 0.64395729,  0.35604271]])"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_test_proba"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[-0.03955241, -0.0001631 , -0.04501995, ...,  0.09645714,\n",
       "        -0.03504182,  0.02975854],\n",
       "       [ 0.01106302, -0.01305327, -0.02850406, ..., -0.05487785,\n",
       "        -0.05260832,  0.00158552],\n",
       "       [ 0.02568687,  0.06809914, -0.01204161, ..., -0.00800688,\n",
       "        -0.03556793,  0.04402282],\n",
       "       ..., \n",
       "       [-0.00772967, -0.0149869 , -0.05143024, ...,  0.0189511 ,\n",
       "        -0.02020846, -0.01431365],\n",
       "       [ 0.02283853, -0.02101873, -0.02809767, ..., -0.0021404 ,\n",
       "        -0.05004645,  0.00692321],\n",
       "       [ 0.07005622,  0.00198867, -0.02131847, ..., -0.00271247,\n",
       "        -0.03884349,  0.03681538]])"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X_test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 0.6582921 ,  0.3417079 ],\n",
       "       [ 0.63066441,  0.36933559],\n",
       "       [ 0.63945968,  0.36054032],\n",
       "       ..., \n",
       "       [ 0.63464541,  0.36535459],\n",
       "       [ 0.65956287,  0.34043713],\n",
       "       [ 0.64395729,  0.35604271]])"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "clf.predict_proba(X_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0.,  0.,  0., ...,  0.,  0.,  0.])"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "clf.predict(X_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 0.62366021,  0.37633979],\n",
       "       [ 0.62958117,  0.37041883],\n",
       "       [ 0.67077187,  0.32922813],\n",
       "       ..., \n",
       "       [ 0.61707025,  0.38292975],\n",
       "       [ 0.62948134,  0.37051866],\n",
       "       [ 0.62948089,  0.37051911]])"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "clf.predict_proba(X_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SVC(C=100, cache_size=200, class_weight=None, coef0=0.0,\n",
      "  decision_function_shape=None, degree=3, gamma=0.001, kernel='rbf',\n",
      "  max_iter=-1, probability=True, random_state=None, shrinking=True,\n",
      "  tol=0.001, verbose=False)\n",
      "classification report of TRAINING data:\n",
      "             precision    recall  f1-score   support\n",
      "\n",
      "        0.0       1.00      1.00      1.00      4000\n",
      "        1.0       1.00      1.00      1.00      4000\n",
      "\n",
      "avg / total       1.00      1.00      1.00      8000\n",
      "\n",
      "classification report of TEST data:\n",
      "             precision    recall  f1-score   support\n",
      "\n",
      "        0.0       0.73      0.79      0.76      1000\n",
      "        1.0       0.77      0.70      0.74      1000\n",
      "\n",
      "avg / total       0.75      0.75      0.75      2000\n",
      "\n"
     ]
    }
   ],
   "source": [
    "\t\ty_test_predict = clf.predict(X_test_scaled)\n",
    "\t\ty_train_predict = clf.predict(X_scaled)\n",
    "\t\tprint clf\n",
    "\t\tprint \"classification report of TRAINING data:\"\n",
    "\t\tprint(classification_report(y_train, y_train_predict))\n",
    "\n",
    "\t\tprint \"classification report of TEST data:\"\n",
    "\t\tprint(classification_report(y_test, y_test_predict))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[  5.38467915e-01,   4.61532085e-01],\n",
       "       [  8.66816910e-01,   1.33183090e-01],\n",
       "       [  8.30618465e-01,   1.69381535e-01],\n",
       "       ..., \n",
       "       [  8.17841259e-01,   1.82158741e-01],\n",
       "       [  9.80119791e-01,   1.98802090e-02],\n",
       "       [  9.99931591e-01,   6.84088431e-05]])"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "clf.predict_proba(X_test_scaled)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/M2015eliu/.pyenv/versions/anaconda2-4.1.1/lib/python2.7/site-packages/sklearn/cross_validation.py:44: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the refactored classes and functions are moved. Also note that the interface of the new CV iterators are different from that of this module. This module will be removed in 0.20.\n",
      "  \"This module will be removed in 0.20.\", DeprecationWarning)\n",
      "/home/M2015eliu/.pyenv/versions/anaconda2-4.1.1/lib/python2.7/site-packages/gensim/utils.py:1015: UserWarning: Pattern library is not installed, lemmatization won't be available.\n",
      "  warnings.warn(\"Pattern library is not installed, lemmatization won't be available.\")\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('Reading english Data:', 5000)\n",
      "('Reading english Data:', 5000)\n",
      "Merging the English and Japanes news dataframe...\n",
      "Drop the null line...\n",
      "False    4995\n",
      "True        5\n",
      "Name: en_article, dtype: int64\n",
      "0\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: pares\n",
      "No word: pares\n",
      "No word: globals\n",
      "No word: descends\n",
      "No word: t.italia\n",
      "No word: weekahead\n",
      "No word: /weighs\n",
      "No word: eyes\n",
      "No word: techs\n",
      "No word: suspends\n",
      "No word: suspends\n",
      "No word: suspends\n",
      "No word: suspends\n",
      "No word: redbook\n",
      "No word: wrapup\n",
      "No word: keeps\n",
      "No word: subbed\n",
      "1000\n",
      "No word: toughens\n",
      "No word: toughens\n",
      "No word: edging\n",
      "No word: eur/shr\n",
      "No word: decemeber\n",
      "No word: soupdate\n",
      "No word: decemeber\n",
      "No word: decemeber\n",
      "No word: s.korean\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: sharpest\n",
      "No word: soothes\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: unshaken\n",
      "No word: ratifies\n",
      "No word: keeps\n",
      "No word: p/shr\n",
      "No word: usfda\n",
      "No word: redbook\n",
      "No word: techs\n",
      "No word: stonewalls\n",
      "No word: stonewalls\n",
      "No word: expels\n",
      "No word: expels\n",
      "No word: ressitance\n",
      "No word: hld\n",
      "No word: expels\n",
      "No word: n.sea\n",
      "No word: widens\n",
      "No word: newsmaker\n",
      "No word: turbocharge\n",
      "No word: turbocharge\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: eyes\n",
      "No word: wal\n",
      "No word: wrapup\n",
      "No word: dealtalk\n",
      "No word: dealtalk\n",
      "2000\n",
      "No word: chaeper\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: phila\n",
      "No word: wrapup\n",
      "No word: pares\n",
      "No word: pares\n",
      "No word: trackmart\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: weekahead\n",
      "No word: subscribers\n",
      "No word: mlk\n",
      "No word: eyes\n",
      "No word: soothes\n",
      "No word: m1\n",
      "No word: soothes\n",
      "No word: s.china\n",
      "No word: chides\n",
      "No word: chides\n",
      "No word: chides\n",
      "No word: emrg\n",
      "No word: emrg\n",
      "No word: erian\n",
      "No word: erian\n",
      "No word: erian\n",
      "3000\n",
      "No word: fending\n",
      "No word: ohanley\n",
      "No word: ohanley\n",
      "No word: ohanley\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wal\n",
      "No word: spore\n",
      "No word: s.korean\n",
      "No word: kla\n",
      "No word: tencor\n",
      "No word: kla\n",
      "No word: tencor\n",
      "No word: highlights\n",
      "No word: highlights\n",
      "No word: highlights\n",
      "No word: highlights\n",
      "No word: spore\n",
      "No word: u.s./south\n",
      "No word: wal\n",
      "No word: weekahead\n",
      "No word: protetser\n",
      "No word: secy\n",
      "No word: logs\n",
      "No word: stabilizes\n",
      "No word: usd/axk\n",
      "No word: automakers\n",
      "No word: automakers\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: 2017\n",
      "No word: managementeems\n",
      "4000\n",
      "No word: usd/axk\n",
      "No word: halts\n",
      "No word: remodelled\n",
      "No word: remodelled\n",
      "No word: wrapup\n",
      "No word: erian\n",
      "No word: erian\n",
      "No word: erian\n",
      "No word: stanbank\n",
      "No word: thicket\n",
      "No word: expels\n",
      "No word: expels\n",
      "No word: keeps\n",
      "No word: palmolive\n",
      "No word: joho\n",
      "No word: hldupdate\n",
      "No word: slams\n",
      "No word: wal\n",
      "No word: wal\n",
      "No word: wal\n",
      "No word: wal\n",
      "No word: wal\n",
      "No word: wal\n",
      "No word: wal\n",
      "No word: wal\n",
      "No word: weekahead\n",
      "No word: mis\n",
      "No word: mis\n",
      "No word: mis\n",
      "No word: neutralised\n",
      "No word: mis\n",
      "No word: mis\n",
      "No word: mis\n",
      "No word: mis\n",
      "No word: mis\n",
      "No word: mis\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "0\n",
      "No word: 第1書記\n",
      "No word: 改定値\n",
      "No word: 3か月\n",
      "No word: 2014年\n",
      "No word: 世界販売\n",
      "No word: 2014年\n",
      "No word: 世界販売\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: MI\n",
      "No word: MI\n",
      "No word: 台湾株式市場\n",
      "No word: 6週間\n",
      "No word: 7日\n",
      "No word: 4か月\n",
      "No word: KS\n",
      "No word: 外為市場\n",
      "No word: 前年比\n",
      "No word: 改定値\n",
      "No word: 2011年\n",
      "No word: .S\n",
      "No word: 改定値\n",
      "No word: 2011年\n",
      "No word: 上昇基調\n",
      "No word: 安定化\n",
      "No word: 予想外\n",
      "No word: 外為市場\n",
      "No word: 円安\n",
      "No word: 2014年\n",
      "No word: 13年\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 建設会社\n",
      "No word: MI\n",
      "No word: MI\n",
      "No word: MI\n",
      "No word: MI\n",
      "No word: MI\n",
      "No word: MI\n",
      "No word: 改定値\n",
      "No word: 速報値\n",
      "No word: 2週\n",
      "No word: 第1四半期\n",
      "No word: 3位\n",
      "No word: 改定値\n",
      "No word: 2週\n",
      "No word: 2週\n",
      "No word: 2週\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 午後3時\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: 前月比\n",
      "No word: 5年ぶり\n",
      "No word: 数年\n",
      "No word: 2011年\n",
      "No word: 9日\n",
      "No word: 30年\n",
      "No word: 3年\n",
      "No word: 10年\n",
      "No word: 7日\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 5億\n",
      "No word: 2013年\n",
      "No word: 14年ぶり\n",
      "No word: 外為市場\n",
      "No word: 2週間\n",
      "No word: ドル指数\n",
      "No word: 104円\n",
      "No word: 米金\n",
      "No word: AAPL\n",
      "No word: 関係筋\n",
      "No word: 午後5時\n",
      "No word: 6日\n",
      "No word: 4か月\n",
      "No word: 6億\n",
      "No word: 3日\n",
      "No word: 外為市場\n",
      "No word: .S\n",
      "No word: 土高\n",
      "No word: 2週\n",
      "No word: 4か月\n",
      "No word: 当局者\n",
      "No word: 台湾株式市場\n",
      "No word: 台湾株式市場\n",
      "No word: 2014年\n",
      "No word: 前月比\n",
      "No word: 4年\n",
      "No word: KS\n",
      "No word: 過去最高\n",
      "No word: 前年比\n",
      "No word: 2011年\n",
      "No word: 2013年\n",
      "No word: 2014年\n",
      "No word: 2013年\n",
      "No word: 300万\n",
      "No word: 2010年\n",
      "No word: 5年ぶり\n",
      "No word: 2012年\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 300万\n",
      "No word: 2010年\n",
      "No word: 建設会社\n",
      "No word: 関係筋\n",
      "No word: FCC\n",
      "No word: 午後3時\n",
      "No word: 50ドル\n",
      "No word: BA\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 9日\n",
      "No word: 15年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 9日\n",
      "No word: 15年\n",
      "No word: 9日\n",
      "No word: 15年\n",
      "No word: 2か月\n",
      "No word: 大幅上昇\n",
      "No word: MI\n",
      "No word: 2013年\n",
      "No word: 前年比\n",
      "No word: 外為市場\n",
      "No word: 米金\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 米金\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 50円\n",
      "No word: 21日\n",
      "No word: 13日\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BA\n",
      "No word: BA\n",
      "No word: 当局者\n",
      "No word: BUZZ\n",
      "No word: 2年ぶり\n",
      "No word: BUZZ\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 6億\n",
      "No word: 過去最高\n",
      "No word: 6か月\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2年ぶり\n",
      "No word: 2013年\n",
      "No word: 90万\n",
      "No word: 28か月\n",
      "No word: 2013年\n",
      "No word: 90万\n",
      "No word: 決算発表\n",
      "No word: 決算発表\n",
      "No word: 28か月\n",
      "No word: BUZZ\n",
      "No word: 15円\n",
      "No word: BUZZ\n",
      "No word: 15円\n",
      "No word: 2年連続\n",
      "No word: 2本\n",
      "No word: BUZZ\n",
      "No word: .S\n",
      "No word: OCBC\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: GIS\n",
      "No word: 2014年\n",
      "No word: 金利上昇\n",
      "No word: 良薬\n",
      "No word: BUZZ\n",
      "No word: 金利上昇\n",
      "No word: 円安\n",
      "No word: 2013年\n",
      "No word: 90万\n",
      "No word: 2013年\n",
      "No word: 90万\n",
      "No word: 5年\n",
      "No word: 98年\n",
      "No word: 2014年\n",
      "No word: 6日\n",
      "No word: 6日\n",
      "No word: 長期的\n",
      "No word: 円安\n",
      "No word: 200ドル\n",
      "No word: 200ドル\n",
      "No word: 200ドル\n",
      "No word: MI\n",
      "No word: 関係筋\n",
      "No word: 2015年\n",
      "No word: 発酵\n",
      "No word: 発酵\n",
      "No word: Yahoo!\n",
      "No word: 4か月\n",
      "No word: 1年\n",
      "No word: 円安\n",
      "No word: BUZZ\n",
      "No word: 4か月\n",
      "No word: 2年\n",
      "No word: 大手企業\n",
      "No word: ICB\n",
      "No word: K.\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 6日\n",
      "No word: 関係筋\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 2.0\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 6か月\n",
      "No word: 下落率\n",
      "No word: KRW\n",
      "No word: 6日\n",
      "No word: 9日\n",
      "No word: 2014年\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 改定値\n",
      "No word: 速報値\n",
      "No word: 改定値\n",
      "No word: 速報値\n",
      "No word: 14年\n",
      "No word: 改定値\n",
      "No word: 速報値\n",
      "No word: 改定値\n",
      "No word: 速報値\n",
      "No word: 2015年\n",
      "No word: 2014年\n",
      "No word: 改定値\n",
      "No word: 速報値\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 外為市場\n",
      "No word: 2013年\n",
      "No word: 関係筋\n",
      "No word: 市場予想\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 2.0\n",
      "No word: 2013年\n",
      "No word: 関係筋\n",
      "No word: 2週間\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 13年\n",
      "No word: 90億\n",
      "No word: 24億\n",
      "No word: 24億\n",
      "No word: 改定値\n",
      "No word: 速報値\n",
      "No word: 前月比\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 午後3時\n",
      "No word: 25ドル\n",
      "No word: 改定値\n",
      "No word: 半年ぶり\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 外為市場\n",
      "No word: 2年ぶり\n",
      "No word: 9億\n",
      "No word: 3か月\n",
      "No word: 6か月\n",
      "No word: 2年ぶり\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: BA\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: BA\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: BA\n",
      "No word: 2年\n",
      "No word: 300万\n",
      "No word: 2014年\n",
      "No word: 本格化\n",
      "No word: 12月31日\n",
      "No word: 米金\n",
      "No word: 12月31日\n",
      "No word: 米金\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 2週間\n",
      "No word: BUZZ\n",
      "No word: 12月31日\n",
      "No word: 33億\n",
      "No word: 33億\n",
      "No word: BUZZ\n",
      "No word: 74円\n",
      "No word: 2013年\n",
      "No word: 14年\n",
      "No word: 外為市場\n",
      "No word: 2週間\n",
      "No word: BUZZ\n",
      "No word: 1年ぶり\n",
      "No word: 7日\n",
      "No word: 6週間\n",
      "No word: 10年\n",
      "No word: 第4四半期\n",
      "No word: KS\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 7日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 18億\n",
      "No word: 18億\n",
      "No word: 4か月\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 関係筋\n",
      "No word: 半年ぶり\n",
      "No word: 第4四半期\n",
      "No word: KS\n",
      "No word: 第4四半期\n",
      "No word: KS\n",
      "No word: 第4四半期\n",
      "No word: KS\n",
      "No word: 9日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 円安\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: KRW\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 大幅上昇\n",
      "No word: 2年ぶり\n",
      "No word: 10年ぶり\n",
      "No word: 需要拡大\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 9億\n",
      "No word: 9億\n",
      "No word: 7日\n",
      "No word: 7日\n",
      "No word: 2億\n",
      "No word: 4人\n",
      "No word: 20年\n",
      "No word: 4人\n",
      "No word: 20年\n",
      "No word: 4人\n",
      "No word: 20年\n",
      "No word: 4人\n",
      "No word: 20年\n",
      "No word: 第4四半期\n",
      "No word: KS\n",
      "No word: 第4四半期\n",
      "No word: KS\n",
      "No word: 第4四半期\n",
      "No word: KS\n",
      "No word: 外為市場\n",
      "No word: ドル安\n",
      "No word: .S\n",
      "No word: OCBC\n",
      "No word: 4日\n",
      "No word: 2014年\n",
      "No word: 2013年\n",
      "No word: 17年ぶり\n",
      "No word: BUZZ\n",
      "No word: 優良株\n",
      "No word: 7日\n",
      "No word: 2か月\n",
      "No word: 3日\n",
      "No word: 前年比\n",
      "No word: KS\n",
      "No word: 67億\n",
      "No word: 台湾株式市場\n",
      "No word: 3日\n",
      "No word: 49億\n",
      "No word: 9か月\n",
      "No word: 沖の\n",
      "No word: 警戒感\n",
      "No word: 106歳\n",
      "No word: 106歳\n",
      "No word: 106歳\n",
      "No word: 前月比\n",
      "No word: 4分\n",
      "No word: 関係筋\n",
      "No word: 14年\n",
      "No word: MAYA\n",
      "No word: 14年\n",
      "No word: 前月比\n",
      "No word: 5万人\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 珠宝\n",
      "No word: 前月比\n",
      "No word: 5万人\n",
      "No word: 10年物国債\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 2014年\n",
      "No word: GOO\n",
      "No word: 10億\n",
      "No word: G.O\n",
      "No word: 2014年\n",
      "No word: GOO\n",
      "No word: 10億\n",
      "No word: G.O\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 7日\n",
      "No word: 58億\n",
      "No word: 速報値\n",
      "No word: 予想外\n",
      "No word: 日中\n",
      "No word: ハリポタ\n",
      "No word: 悪役\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 速報値\n",
      "No word: 予想外\n",
      "No word: 短期的\n",
      "No word: 5億\n",
      "No word: 対中\n",
      "No word: 3億\n",
      "No word: 段階的\n",
      "No word: 前年比\n",
      "No word: Book\n",
      "No word: 60億\n",
      "No word: 100億\n",
      "No word: 段階的\n",
      "No word: 午後3時\n",
      "No word: 50ドル\n",
      "No word: 外為市場\n",
      "No word: 104円\n",
      "No word: 過去最高\n",
      "No word: 4年ぶり\n",
      "No word: 過去最高\n",
      "No word: 4年ぶり\n",
      "No word: 財務長官\n",
      "No word: JPM\n",
      "No word: 17億\n",
      "No word: JPM\n",
      "No word: 17億\n",
      "No word: JPM\n",
      "No word: 17億\n",
      "No word: JPM\n",
      "No word: 17億\n",
      "No word: JPM\n",
      "No word: 17億\n",
      "No word: 1年\n",
      "No word: 2013年\n",
      "No word: AAPL\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 8年ぶり\n",
      "No word: 新発国債\n",
      "No word: 金融株\n",
      "No word: 1週間\n",
      "No word: 4週間\n",
      "No word: 3年\n",
      "No word: 1億\n",
      "No word: 12月28日\n",
      "No word: 420万\n",
      "No word: 100億\n",
      "No word: 2014年\n",
      "No word: 過去最高\n",
      "No word: 4年連続\n",
      "No word: 2015年\n",
      "No word: 43年\n",
      "No word: 段階的\n",
      "No word: 5年\n",
      "No word: 段階的\n",
      "No word: 米金\n",
      "No word: 当局者\n",
      "No word: 透明性\n",
      "No word: サービス開始\n",
      "No word: サービス開始\n",
      "No word: 外為市場\n",
      "No word: 米金\n",
      "No word: 当局者\n",
      "No word: 2014年\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 32円\n",
      "No word: BUZZ\n",
      "No word: 74円\n",
      "No word: BUZZ\n",
      "No word: 2014年\n",
      "No word: 過去最高\n",
      "No word: 15年\n",
      "No word: 4年連続\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: BUZZ\n",
      "No word: JPM\n",
      "No word: 20億\n",
      "No word: JPM\n",
      "No word: 20億\n",
      "No word: JPM\n",
      "No word: 20億\n",
      "No word: JPM\n",
      "No word: 20億\n",
      "No word: JPM\n",
      "No word: 20億\n",
      "No word: 800人\n",
      "No word: 6万人\n",
      "No word: BUZZ\n",
      "No word: Yahoo!\n",
      "No word: 新製品\n",
      "No word: 104円\n",
      "No word: BUZZ\n",
      "No word: 105円\n",
      "No word: MU\n",
      "No word: 2014年\n",
      "No word: 市場予想\n",
      "No word: 2014年\n",
      "No word: 市場予想\n",
      "No word: 2014年\n",
      "No word: 市場予想\n",
      "No word: 2014年\n",
      "No word: 市場予想\n",
      "No word: 2014年\n",
      "No word: 伸び率\n",
      "No word: BUZZ\n",
      "No word: 9日\n",
      "No word: 2年ぶり\n",
      "No word: 98億\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 200日\n",
      "No word: 第4四半期\n",
      "No word: COP\n",
      "No word: 2014年\n",
      "No word: BUZZ\n",
      "No word: 5億\n",
      "No word: SD\n",
      "No word: 5億\n",
      "No word: SD\n",
      "No word: 5億\n",
      "No word: SD\n",
      "No word: 第4四半期\n",
      "No word: 5億\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 10年ぶり\n",
      "No word: 2013年\n",
      "No word: 10年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 6年ぶり\n",
      "No word: 1億\n",
      "No word: ぐり\n",
      "No word: 文目\n",
      "No word: 1ドル\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 68億\n",
      "No word: 8日\n",
      "No word: 9人\n",
      "No word: 9人\n",
      "No word: 9人\n",
      "No word: 9人\n",
      "No word: 9人\n",
      "No word: .S\n",
      "No word: 24億\n",
      "No word: .S\n",
      "No word: BUZZ\n",
      "No word: 25%削減\n",
      "No word: 前年比\n",
      "No word: 14年\n",
      "No word: 外為市場\n",
      "No word: 高値更新\n",
      "No word: 9日\n",
      "No word: 前年比\n",
      "No word: .S\n",
      "No word: 2013年\n",
      "No word: 大幅高\n",
      "No word: 5か月\n",
      "No word: 2014年\n",
      "No word: イアン・ブレマー\n",
      "No word: 4か月\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 9人\n",
      "No word: 5か月\n",
      "No word: MI\n",
      "No word: 4か月\n",
      "No word: 前月比\n",
      "No word: 4か月\n",
      "No word: 前月比\n",
      "No word: 副長官\n",
      "No word: 7日\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 第1四半期\n",
      "No word: 大幅増\n",
      "No word: IPO\n",
      "No word: 前月比\n",
      "No word: 過去最高\n",
      "No word: 大幅増\n",
      "No word: 2030年\n",
      "No word: 13年ぶり\n",
      "No word: 財務長官\n",
      "No word: 過去最高\n",
      "No word: 大幅増\n",
      "No word: P2\n",
      "No word: WR\n",
      "No word: 12年ぶり\n",
      "No word: APU\n",
      "No word: 23万人\n",
      "No word: 2012年\n",
      "No word: 8万人\n",
      "No word: 外為市場\n",
      "No word: 午後3時\n",
      "No word: 2013年\n",
      "No word: 40億\n",
      "No word: 2014年\n",
      "No word: MU\n",
      "No word: 2013年\n",
      "No word: 年末商戦\n",
      "No word: 2013年\n",
      "No word: 年末商戦\n",
      "No word: 2013年\n",
      "No word: 年末商戦\n",
      "No word: 1億\n",
      "No word: 82億\n",
      "No word: 1月3日\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 29億\n",
      "No word: 4REST\n",
      "No word: FRX\n",
      "No word: 29億\n",
      "No word: 4REST\n",
      "No word: FRX\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: 発火事故\n",
      "No word: 10か月\n",
      "No word: 9年\n",
      "No word: 4年ぶり\n",
      "No word: 3か月\n",
      "No word: 5年\n",
      "No word: 9日\n",
      "No word: 9日\n",
      "No word: 9日\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 2013年\n",
      "No word: 4年ぶり\n",
      "No word: 年末商戦\n",
      "No word: 2013年\n",
      "No word: 4年ぶり\n",
      "No word: 年末商戦\n",
      "No word: 2013年\n",
      "No word: 4年ぶり\n",
      "No word: 年末商戦\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 50円\n",
      "No word: 20日\n",
      "No word: BUZZ\n",
      "No word: 50円\n",
      "No word: 20日\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: PAT\n",
      "No word: H.\n",
      "No word: PAT\n",
      "No word: H.\n",
      "No word: 関係筋\n",
      "No word: JPM\n",
      "No word: BUZZ\n",
      "No word: 年末商戦\n",
      "No word: JCP\n",
      "No word: 年末商戦\n",
      "No word: JCP\n",
      "No word: 年末商戦\n",
      "No word: JCP\n",
      "No word: 2013年\n",
      "No word: VB\n",
      "No word: D.O\n",
      "No word: 8億\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 電話会談\n",
      "No word: バラク・オバマ\n",
      "No word: BUZZ\n",
      "No word: 50円\n",
      "No word: 前月比\n",
      "No word: 29億\n",
      "No word: 4REST\n",
      "No word: FRX\n",
      "No word: 29億\n",
      "No word: 4REST\n",
      "No word: FRX\n",
      "No word: GOO\n",
      "No word: G.O\n",
      "No word: BUZZ\n",
      "No word: 8か月\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 4年連続\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 4年連続\n",
      "No word: BUZZ\n",
      "No word: 14年\n",
      "No word: 8か月\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 第4四半期\n",
      "No word: .S\n",
      "No word: BUZZ\n",
      "No word: 100円\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 優良株\n",
      "No word: 国泰\n",
      "No word: 国泰\n",
      "No word: FSF\n",
      "No word: 金融株\n",
      "No word: 日本側\n",
      "No word: BUZZ\n",
      "No word: 1年\n",
      "No word: 奇虎360\n",
      "No word: 前年比\n",
      "No word: 7か月\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: .S\n",
      "No word: .S\n",
      "No word: .S\n",
      "No word: .S\n",
      "No word: SAMSUNG\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 9日\n",
      "No word: 前年比\n",
      "No word: 7か月\n",
      "No word: 前年比\n",
      "No word: 7か月\n",
      "No word: 前年比\n",
      "No word: 7か月\n",
      "No word: BUZZ\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: .S\n",
      "No word: 15年\n",
      "No word: 20万人\n",
      "No word: 外為市場\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: 第3四半期\n",
      "No word: 4か月\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 台湾株式市場\n",
      "No word: 3日\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 9.\n",
      "No word: 5日\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: コンパル\n",
      "No word: 57億\n",
      "No word: 5人\n",
      "No word: 4か月\n",
      "No word: ING\n",
      "No word: ING\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 2014年\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 市場予想\n",
      "No word: 39億\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 3年\n",
      "No word: 2年\n",
      "No word: 9か月\n",
      "No word: 5か月\n",
      "No word: 前月比\n",
      "No word: 3万人\n",
      "No word: .S\n",
      "No word: 2013年\n",
      "No word: 宝山鋼鉄\n",
      "No word: 6か月\n",
      "No word: 2週間\n",
      "No word: 予想外\n",
      "No word: STAN\n",
      "No word: 予想外\n",
      "No word: STAN\n",
      "No word: 予想外\n",
      "No word: STAN\n",
      "No word: 予想外\n",
      "No word: STAN\n",
      "No word: 前月比\n",
      "No word: 13年ぶり\n",
      "No word: 2014年\n",
      "1000\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 外為市場\n",
      "No word: 午後3時\n",
      "No word: 世界販売\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: 世界販売\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: 24億\n",
      "No word: 2014年\n",
      "No word: 13日\n",
      "No word: 年末商戦\n",
      "No word: 年末商戦\n",
      "No word: 年末商戦\n",
      "No word: 当局者\n",
      "No word: 輸出関連株\n",
      "No word: 金利上昇\n",
      "No word: 金利上昇\n",
      "No word: 金利上昇\n",
      "No word: 自動車業界\n",
      "No word: 30年\n",
      "No word: 米金\n",
      "No word: 6万人\n",
      "No word: 外為市場\n",
      "No word: 5週間\n",
      "No word: 第4四半期\n",
      "No word: AA＝\n",
      "No word: 30年\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 5週間\n",
      "No word: 5年ぶり\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: AA＝\n",
      "No word: 第4四半期\n",
      "No word: AA＝\n",
      "No word: 第4四半期\n",
      "No word: AA＝\n",
      "No word: 1億\n",
      "No word: 22億\n",
      "No word: 8日\n",
      "No word: 8日\n",
      "No word: 8億\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: AA＝\n",
      "No word: 第4四半期\n",
      "No word: AA＝\n",
      "No word: 第4四半期\n",
      "No word: AA＝\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 2016年\n",
      "No word: 世界販売\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: 世界販売\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 利益率\n",
      "No word: 利益率\n",
      "No word: 利益率\n",
      "No word: BUZZ\n",
      "No word: 年末商戦\n",
      "No word: LD\n",
      "No word: 年末商戦\n",
      "No word: LD\n",
      "No word: 長期化\n",
      "No word: 長期化\n",
      "No word: 大日\n",
      "No word: 大日\n",
      "No word: K.\n",
      "No word: BL\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: 34円\n",
      "No word: 142円\n",
      "No word: H.\n",
      "No word: DIS\n",
      "No word: H.\n",
      "No word: DIS\n",
      "No word: H.\n",
      "No word: DIS\n",
      "No word: K.\n",
      "No word: K.\n",
      "No word: K.\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 8億\n",
      "No word: AA＝\n",
      "No word: 8億\n",
      "No word: AA＝\n",
      "No word: 8億\n",
      "No word: AA＝\n",
      "No word: 8億\n",
      "No word: AA＝\n",
      "No word: 過去最高\n",
      "No word: 輸出額\n",
      "No word: 過去最高\n",
      "No word: 輸出額\n",
      "No word: 過去最高\n",
      "No word: 輸出額\n",
      "No word: BUZZ\n",
      "No word: 5年\n",
      "No word: 5年\n",
      "No word: 資本流入\n",
      "No word: 資本流入\n",
      "No word: 2件\n",
      "No word: 5年ぶり\n",
      "No word: 目標達成\n",
      "No word: 年末商戦\n",
      "No word: 警戒感\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 過去最高\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 3か月\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 伸び率\n",
      "No word: 9か月\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: .S\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 駐米\n",
      "No word: インド外交\n",
      "No word: 4か月\n",
      "No word: 関係筋\n",
      "No word: 72億\n",
      "No word: 外為市場\n",
      "No word: 4億\n",
      "No word: 2週\n",
      "No word: 2億\n",
      "No word: 前月比\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 世界販売\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: MI\n",
      "No word: MI\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 法的措置\n",
      "No word: 法的措置\n",
      "No word: 法的措置\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 2013年\n",
      "No word: 2014年\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 3年\n",
      "No word: 26億\n",
      "No word: 13年\n",
      "No word: 改定値\n",
      "No word: 前年比\n",
      "No word: 第3四半期\n",
      "No word: 1週間\n",
      "No word: 4万人\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 長期的\n",
      "No word: 長期的\n",
      "No word: 午後3時\n",
      "No word: 25ドル\n",
      "No word: 外為市場\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 4万人\n",
      "No word: 3年ぶり\n",
      "No word: 改定値\n",
      "No word: 前年比\n",
      "No word: 第3四半期\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 100億\n",
      "No word: 前年比\n",
      "No word: 3年ぶり\n",
      "No word: 関係筋\n",
      "No word: 年末商戦\n",
      "No word: TIF\n",
      "No word: 年末商戦\n",
      "No word: TIF\n",
      "No word: 33億\n",
      "No word: RENA\n",
      "No word: 7か月\n",
      "No word: 5年\n",
      "No word: 住友\n",
      "No word: 2013年\n",
      "No word: 2014年\n",
      "No word: 100億\n",
      "No word: 3年ぶり\n",
      "No word: 3年ぶり\n",
      "No word: 3年ぶり\n",
      "No word: 3年ぶり\n",
      "No word: 3年ぶり\n",
      "No word: 3年ぶり\n",
      "No word: 1月7日\n",
      "No word: 予想外\n",
      "No word: 2013年\n",
      "No word: 4年\n",
      "No word: 6万人\n",
      "No word: 予想外\n",
      "No word: 2013年\n",
      "No word: 4年\n",
      "No word: 6万人\n",
      "No word: 予想外\n",
      "No word: 2013年\n",
      "No word: 4年\n",
      "No word: 6万人\n",
      "No word: 1月7日\n",
      "No word: 1月7日\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 103円\n",
      "No word: AAPL\n",
      "No word: AAPL\n",
      "No word: 85歳\n",
      "No word: 85歳\n",
      "No word: 85歳\n",
      "No word: 85歳\n",
      "No word: 85歳\n",
      "No word: 85歳\n",
      "No word: 4か月\n",
      "No word: 700億円\n",
      "No word: 13日\n",
      "No word: 1か月\n",
      "No word: 外為市場\n",
      "No word: 輸出関連株\n",
      "No word: 台湾株式市場\n",
      "No word: 良さ\n",
      "No word: 外為市場\n",
      "No word: 1か月\n",
      "No word: 外為市場\n",
      "No word: 1か月\n",
      "No word: 1か月\n",
      "No word: 1か月\n",
      "No word: 8週間\n",
      "No word: 3か月\n",
      "No word: 前月比\n",
      "No word: 2年\n",
      "No word: 3か月\n",
      "No word: 前年比\n",
      "No word: 9.\n",
      "No word: 87%\n",
      "No word: 3年\n",
      "No word: 70億\n",
      "No word: 3年ぶり\n",
      "No word: 3年ぶり\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: AIR\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: AIR\n",
      "No word: 20日\n",
      "No word: 午後3時\n",
      "No word: 外為市場\n",
      "No word: 4週間\n",
      "No word: 103円\n",
      "No word: 外為市場\n",
      "No word: 4週間\n",
      "No word: 103円\n",
      "No word: 4億\n",
      "No word: 3か月\n",
      "No word: 6か月\n",
      "No word: 20日\n",
      "No word: 20日\n",
      "No word: 20日\n",
      "No word: 20日\n",
      "No word: 4週間\n",
      "No word: 14日\n",
      "No word: 2か月\n",
      "No word: H.\n",
      "No word: UL\n",
      "No word: 6500億円\n",
      "No word: NT\n",
      "No word: 8か月\n",
      "No word: 30億\n",
      "No word: 30億\n",
      "No word: 30億\n",
      "No word: 第4四半期\n",
      "No word: 10年\n",
      "No word: 米金\n",
      "No word: 3週間\n",
      "No word: 1か月\n",
      "No word: 決算発表\n",
      "No word: 業績悪化\n",
      "No word: 外為市場\n",
      "No word: 102円\n",
      "No word: 決算発表\n",
      "No word: 業績悪化\n",
      "No word: 10年\n",
      "No word: 米金\n",
      "No word: 3週間\n",
      "No word: GOO\n",
      "No word: G.O\n",
      "No word: 32億\n",
      "No word: H.\n",
      "No word: UL\n",
      "No word: NT\n",
      "No word: BUZZ\n",
      "No word: 短期的\n",
      "No word: 外為市場\n",
      "No word: 102円\n",
      "No word: BUZZ\n",
      "No word: 短期的\n",
      "No word: BUZZ\n",
      "No word: 2017年\n",
      "No word: 2017年\n",
      "No word: K.\n",
      "No word: OS\n",
      "No word: K.\n",
      "No word: OS\n",
      "No word: BUZZ\n",
      "No word: 32億\n",
      "No word: GOO\n",
      "No word: G.O\n",
      "No word: 32億\n",
      "No word: 市場予想\n",
      "No word: 2013年\n",
      "No word: 4年連続\n",
      "No word: 2013年\n",
      "No word: 4年連続\n",
      "No word: 2013年\n",
      "No word: 4年連続\n",
      "No word: 2013年\n",
      "No word: 4年連続\n",
      "No word: BUZZ\n",
      "No word: K.\n",
      "No word: 6回\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 15日\n",
      "No word: 2020年\n",
      "No word: 外為市場\n",
      "No word: 2日\n",
      "No word: 14年\n",
      "No word: 14日\n",
      "No word: 14日\n",
      "No word: BUZZ\n",
      "No word: 情報流出\n",
      "No word: 情報流出\n",
      "No word: 情報流出\n",
      "No word: 米大統領\n",
      "No word: 首脳会議\n",
      "No word: 14日\n",
      "No word: K.\n",
      "No word: K.\n",
      "No word: BUZZ\n",
      "No word: 2013年\n",
      "No word: バーゼルIII\n",
      "No word: KS\n",
      "No word: 円高\n",
      "No word: 活発化\n",
      "No word: 14年ぶり\n",
      "No word: 2か月\n",
      "No word: BUZZ\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: AAPL\n",
      "No word: AAPL\n",
      "No word: KS\n",
      "No word: 4か月\n",
      "No word: .S\n",
      "No word: TOT\n",
      "No word: F.P\n",
      "No word: TOT\n",
      "No word: F.P\n",
      "No word: TOT\n",
      "No word: F.P\n",
      "No word: 若年層\n",
      "No word: 若年層\n",
      "No word: 2週間\n",
      "No word: 14日\n",
      "No word: BUZZ\n",
      "No word: 3か月\n",
      "No word: 下落率\n",
      "No word: 3か月\n",
      "No word: 台湾株式市場\n",
      "No word: 金融株\n",
      "No word: 輸出関連株\n",
      "No word: 前月比\n",
      "No word: 外為市場\n",
      "No word: 高値更新\n",
      "No word: 2035年\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 2.0\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 2.0\n",
      "No word: 2009年\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 2月8日\n",
      "No word: 2月8日\n",
      "No word: 前年比\n",
      "No word: 2.0\n",
      "No word: 4年ぶり\n",
      "No word: 9億\n",
      "No word: 28日\n",
      "No word: 前月比\n",
      "No word: 3年ぶり\n",
      "No word: 前月比\n",
      "No word: 3年ぶり\n",
      "No word: 第4四半期\n",
      "No word: JPM\n",
      "No word: 30ドル\n",
      "No word: 第4四半期\n",
      "No word: JPM\n",
      "No word: 第4四半期\n",
      "No word: JPM\n",
      "No word: 2013年\n",
      "No word: 前年比\n",
      "No word: Book\n",
      "No word: JPM\n",
      "No word: 前月比\n",
      "No word: 第4四半期\n",
      "No word: JPM\n",
      "No word: 第4四半期\n",
      "No word: JPM\n",
      "No word: 午後3時\n",
      "No word: 50ドル\n",
      "No word: 第4四半期\n",
      "No word: JPM\n",
      "No word: 第4四半期\n",
      "No word: JPM\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 9億\n",
      "No word: 外為市場\n",
      "No word: 前月比\n",
      "No word: 第4四半期\n",
      "No word: 1月10日\n",
      "No word: 4週間\n",
      "No word: 2014年\n",
      "No word: 金融株\n",
      "No word: 2013年\n",
      "No word: 2014年\n",
      "No word: 年末商戦\n",
      "No word: 米金\n",
      "No word: 当局者\n",
      "No word: 米金\n",
      "No word: 当局者\n",
      "No word: 米金\n",
      "No word: 当局者\n",
      "No word: 外為市場\n",
      "No word: 104円\n",
      "No word: 外為市場\n",
      "No word: 104円\n",
      "No word: BUZZ\n",
      "No word: 第1四半期\n",
      "No word: 6年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2割\n",
      "No word: 第4四半期\n",
      "No word: 2割\n",
      "No word: 第4四半期\n",
      "No word: 2割\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 長期的\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 10円\n",
      "No word: 関係筋\n",
      "No word: 2014年\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 2人\n",
      "No word: 12歳。\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 200日\n",
      "No word: CHERRSEE\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 伸び率\n",
      "No word: 2014年\n",
      "No word: バラク・オバマ\n",
      "No word: バラク・オバマ\n",
      "No word: 伸び率\n",
      "No word: 2014年\n",
      "No word: 105ドル\n",
      "No word: 円安\n",
      "No word: 円安\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 5年\n",
      "No word: 5年\n",
      "No word: 2013年\n",
      "No word: 事業拡大\n",
      "No word: 2013年\n",
      "No word: 事業拡大\n",
      "No word: 2013年\n",
      "No word: 事業拡大\n",
      "No word: 2013年\n",
      "No word: 事業拡大\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: JPM\n",
      "No word: JPM\n",
      "No word: BUZZ\n",
      "No word: 悲観的\n",
      "No word: 1週間\n",
      "No word: 2年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 外為市場\n",
      "No word: 4日\n",
      "No word: 過去最高\n",
      "No word: 4日\n",
      "No word: 前年比\n",
      "No word: 5か月\n",
      "No word: 2月2日\n",
      "No word: 予定通り\n",
      "No word: 2月2日\n",
      "No word: 予定通り\n",
      "No word: 台湾株式市場\n",
      "No word: 2013年\n",
      "No word: 当局者\n",
      "No word: 15日\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 5年\n",
      "No word: KS\n",
      "No word: KS\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 2013年\n",
      "No word: 4割\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: 関係筋\n",
      "No word: AX\n",
      "No word: ANZ\n",
      "No word: 関係筋\n",
      "No word: AX\n",
      "No word: ANZ\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 関係筋\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 第4四半期\n",
      "No word: 13年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 1年\n",
      "No word: 4年ぶり\n",
      "No word: 6か月\n",
      "No word: 1年半\n",
      "No word: 半年ぶり\n",
      "No word: 伸び率\n",
      "No word: 半年ぶり\n",
      "No word: 伸び率\n",
      "No word: 半年ぶり\n",
      "No word: 伸び率\n",
      "No word: 午後3時\n",
      "No word: 関係筋\n",
      "No word: 外為市場\n",
      "No word: 3億\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 8か月\n",
      "No word: 5年\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 3日間\n",
      "No word: 7週間\n",
      "No word: 高値更新\n",
      "No word: 2014年\n",
      "No word: 米金\n",
      "No word: 高値更新\n",
      "No word: 米金\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 利益率\n",
      "No word: 経営陣\n",
      "No word: 高値更新\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 外為市場\n",
      "No word: Yahoo!\n",
      "No word: Yahoo!\n",
      "No word: BUZZ\n",
      "No word: AAPL\n",
      "No word: AAPL\n",
      "No word: AAPL\n",
      "No word: BA\n",
      "No word: 市場予想\n",
      "No word: 市場予想\n",
      "No word: 市場予想\n",
      "No word: BUZZ\n",
      "No word: 66円\n",
      "No word: 賛成多数\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 4人\n",
      "No word: 4人\n",
      "No word: JCP\n",
      "No word: 2000人\n",
      "No word: JCP\n",
      "No word: 2000人\n",
      "No word: JCP\n",
      "No word: 2000人\n",
      "No word: JCP\n",
      "No word: 2000人\n",
      "No word: BUZZ\n",
      "No word: 105円\n",
      "No word: 前月比\n",
      "No word: 26万人\n",
      "No word: 予想外\n",
      "No word: 前月比\n",
      "No word: 26万人\n",
      "No word: BUZZ\n",
      "No word: 50日\n",
      "No word: 6億\n",
      "No word: BUZZ\n",
      "No word: 7回\n",
      "No word: K.\n",
      "No word: .S\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: AX\n",
      "No word: RIO\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: AX\n",
      "No word: RIO\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 14年ぶり\n",
      "No word: VB\n",
      "No word: D.O\n",
      "No word: 2014年\n",
      "No word: 予想外\n",
      "No word: 前月比\n",
      "No word: 26万人\n",
      "No word: AA＝\n",
      "No word: 2基\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 200日\n",
      "No word: 予想外\n",
      "No word: 前月比\n",
      "No word: 26万人\n",
      "No word: 2020年\n",
      "No word: 1か月\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: TCS\n",
      "No word: 3年\n",
      "No word: 16日\n",
      "No word: 3年\n",
      "No word: 16日\n",
      "No word: 前年比\n",
      "No word: 9.\n",
      "No word: 自工会\n",
      "No word: 22日\n",
      "No word: 40人\n",
      "No word: BUZZ\n",
      "No word: KS\n",
      "No word: 1週間\n",
      "No word: 外為市場\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 改定値\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: AIR\n",
      "No word: 51億\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 3年\n",
      "2000\n",
      "No word: 改定値\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 改定値\n",
      "No word: 前年比\n",
      "No word: −1\n",
      "No word: 4か月\n",
      "No word: 1年\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: K.\n",
      "No word: BL\n",
      "No word: 第4四半期\n",
      "No word: K.\n",
      "No word: BL\n",
      "No word: 第4四半期\n",
      "No word: K.\n",
      "No word: BL\n",
      "No word: 第4四半期\n",
      "No word: K.\n",
      "No word: BL\n",
      "No word: 第4四半期\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 半年ぶり\n",
      "No word: 2週\n",
      "No word: 2週\n",
      "No word: 2週\n",
      "No word: 9.\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 午後3時\n",
      "No word: 50ドル\n",
      "No word: 財務長官\n",
      "No word: 14年\n",
      "No word: 外為市場\n",
      "No word: 9.\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 年末商戦\n",
      "No word: 利益率\n",
      "No word: 年末商戦\n",
      "No word: 利益率\n",
      "No word: 年末商戦\n",
      "No word: 利益率\n",
      "No word: 年末商戦\n",
      "No word: 利益率\n",
      "No word: 第4四半期\n",
      "No word: 3年\n",
      "No word: 財務長官\n",
      "No word: 21日\n",
      "No word: 13週\n",
      "No word: 26週\n",
      "No word: 9億\n",
      "No word: 米金\n",
      "No word: 米金\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 2億\n",
      "No word: 15日\n",
      "No word: 外為市場\n",
      "No word: 62億\n",
      "No word: 15日\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 105円\n",
      "No word: BUZZ\n",
      "No word: 105円\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: .S\n",
      "No word: .S\n",
      "No word: 第4四半期\n",
      "No word: 年末商戦\n",
      "No word: 2倍\n",
      "No word: 第4四半期\n",
      "No word: 年末商戦\n",
      "No word: 2倍\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: BUZZ\n",
      "No word: 20円\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: 黒字転換\n",
      "No word: BUZZ\n",
      "No word: 5か月\n",
      "No word: 市場予想\n",
      "No word: TCS\n",
      "No word: 市場予想\n",
      "No word: TCS\n",
      "No word: BUZZ\n",
      "No word: .S\n",
      "No word: 2012年\n",
      "No word: 優良株\n",
      "No word: 財務長官\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 予定通り\n",
      "No word: 3年\n",
      "No word: .S\n",
      "No word: 2012年\n",
      "No word: .S\n",
      "No word: 2012年\n",
      "No word: .S\n",
      "No word: 2012年\n",
      "No word: GOO\n",
      "No word: G.O\n",
      "No word: 5億\n",
      "No word: 5億\n",
      "No word: 5億\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 当局者\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 当局者\n",
      "No word: 第1四半期\n",
      "No word: 欧州連合統計局\n",
      "No word: 1年ぶり\n",
      "No word: TCS\n",
      "No word: 外為市場\n",
      "No word: 第4四半期\n",
      "No word: 第2四半期\n",
      "No word: 12億\n",
      "No word: 2013年\n",
      "No word: 20億\n",
      "No word: 第2四半期\n",
      "No word: 販売開始\n",
      "No word: 関係筋\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 5か月\n",
      "No word: 17日\n",
      "No word: 優良株\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: ゲーム化\n",
      "No word: 台湾株式市場\n",
      "No word: 若年層\n",
      "No word: 動乱\n",
      "No word: 当局者\n",
      "No word: 2週間\n",
      "No word: 17日\n",
      "No word: 7日\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 9年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 3年\n",
      "No word: 9.\n",
      "No word: 91億\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 石油ポンプ\n",
      "No word: 第4四半期\n",
      "No word: 石油ポンプ\n",
      "No word: 第4四半期\n",
      "No word: 石油ポンプ\n",
      "No word: 第4四半期\n",
      "No word: 石油ポンプ\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 9.\n",
      "No word: 9.\n",
      "No word: 速報値\n",
      "No word: 午後3時\n",
      "No word: 速報値\n",
      "No word: 9.\n",
      "No word: 9.\n",
      "No word: 2人\n",
      "No word: 36人\n",
      "No word: 36人\n",
      "No word: 36人\n",
      "No word: 36人\n",
      "No word: 36人\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 関係筋\n",
      "No word: AB\n",
      "No word: 45億\n",
      "No word: 関係筋\n",
      "No word: AB\n",
      "No word: 45億\n",
      "No word: 関係筋\n",
      "No word: AB\n",
      "No word: 45億\n",
      "No word: 関係筋\n",
      "No word: AB\n",
      "No word: 45億\n",
      "No word: 第4四半期\n",
      "No word: 3年\n",
      "No word: 大幅上昇\n",
      "No word: 第4四半期\n",
      "No word: 3年\n",
      "No word: 大幅上昇\n",
      "No word: 2013年\n",
      "No word: 3位\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 1億\n",
      "No word: 5年\n",
      "No word: バラク・オバマ\n",
      "No word: バラク・オバマ\n",
      "No word: バラク・オバマ\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 13年\n",
      "No word: 1月14日\n",
      "No word: 1月14日\n",
      "No word: 1月14日\n",
      "No word: 外為市場\n",
      "No word: 米金\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: 21人\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 9.\n",
      "No word: 5か月\n",
      "No word: 5か月\n",
      "No word: 22日\n",
      "No word: 反体制派\n",
      "No word: 1月14日\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 9.\n",
      "No word: BUZZ\n",
      "No word: 20円\n",
      "No word: 28人\n",
      "No word: 28人\n",
      "No word: 28人\n",
      "No word: 2014年\n",
      "No word: BUZZ\n",
      "No word: 当局者\n",
      "No word: 第4四半期\n",
      "No word: 予想外\n",
      "No word: 第4四半期\n",
      "No word: 予想外\n",
      "No word: 第4四半期\n",
      "No word: 予想外\n",
      "No word: 当局者\n",
      "No word: 物価上昇\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 50円\n",
      "No word: BUZZ\n",
      "No word: 50円\n",
      "No word: 外為市場\n",
      "No word: 5億\n",
      "No word: 前年比\n",
      "No word: 15か月\n",
      "No word: BUZZ\n",
      "No word: ポルシェ・マカン\n",
      "No word: ポルシェ・マカン\n",
      "No word: 6年後\n",
      "No word: 優良株\n",
      "No word: 2014年\n",
      "No word: 優先課題\n",
      "No word: 2014年\n",
      "No word: 優先課題\n",
      "No word: 2014年\n",
      "No word: 優先課題\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 市場予想\n",
      "No word: 伸び率\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 伸び率\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 過去最高\n",
      "No word: 前年比\n",
      "No word: 5か月\n",
      "No word: 13年\n",
      "No word: 13年\n",
      "No word: 13年\n",
      "No word: 10万人\n",
      "No word: 10万人\n",
      "No word: 10万人\n",
      "No word: 10万人\n",
      "No word: 10万人\n",
      "No word: 地質調査所\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 避難計画\n",
      "No word: 避難計画\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 2013年\n",
      "No word: 5年ぶり\n",
      "No word: 1位\n",
      "No word: 1月24日\n",
      "No word: BUZZ\n",
      "No word: 3年\n",
      "No word: 円高\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 3年ぶり\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 2014年\n",
      "No word: 2014年\n",
      "No word: BUZZ\n",
      "No word: イラン大統領\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 前月比\n",
      "No word: 外為市場\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: BUZZ\n",
      "No word: 22日\n",
      "No word: 58億\n",
      "No word: AB\n",
      "No word: 58億\n",
      "No word: AB\n",
      "No word: 58億\n",
      "No word: AB\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 投資戦略\n",
      "No word: 前年比\n",
      "No word: 22日\n",
      "No word: 2回\n",
      "No word: 関係筋\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 3億\n",
      "No word: 第4四半期\n",
      "No word: 予想外\n",
      "No word: 第4四半期\n",
      "No word: 予想外\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 10年\n",
      "No word: 1年半\n",
      "No word: 21日\n",
      "No word: 21日\n",
      "No word: 61億\n",
      "No word: 関係筋\n",
      "No word: 午後3時\n",
      "No word: 75ドル\n",
      "No word: 4億\n",
      "No word: 効率化\n",
      "No word: 4億\n",
      "No word: 効率化\n",
      "No word: 4億\n",
      "No word: 効率化\n",
      "No word: 2014年\n",
      "No word: 3年連続\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: 上値限定\n",
      "No word: 7億\n",
      "No word: 7億\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 3年\n",
      "No word: 利益確定\n",
      "No word: 21日\n",
      "No word: 2014年\n",
      "No word: 2年連続\n",
      "No word: 13年\n",
      "No word: 2020年\n",
      "No word: 5倍\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 2014年\n",
      "No word: 過去最高\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 2015年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 3年\n",
      "No word: 80億\n",
      "No word: BUZZ\n",
      "No word: 74円\n",
      "No word: BUZZ\n",
      "No word: 58億\n",
      "No word: AB\n",
      "No word: 58億\n",
      "No word: AB\n",
      "No word: 58億\n",
      "No word: AB\n",
      "No word: BUZZ\n",
      "No word: 100億\n",
      "No word: BUZZ\n",
      "No word: 100億\n",
      "No word: 5億\n",
      "No word: 関係筋\n",
      "No word: 12月24日\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2014年\n",
      "No word: STAN\n",
      "No word: 法人向け\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 関係筋\n",
      "No word: 優良株\n",
      "No word: JPM\n",
      "No word: KS\n",
      "No word: 優良株\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 伸び率\n",
      "No word: BUZZ\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 当局者\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 過去最高\n",
      "No word: 過去最高\n",
      "No word: 外為市場\n",
      "No word: 21日\n",
      "No word: 3年ぶり\n",
      "No word: 3週間\n",
      "No word: 習\n",
      "No word: 2週間\n",
      "No word: 3日\n",
      "No word: 利益率\n",
      "No word: 利益率\n",
      "No word: 利益率\n",
      "No word: 利益率\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 領有権問題\n",
      "No word: 1億\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 前年比\n",
      "No word: 市場予想\n",
      "No word: 第3四半期\n",
      "No word: 市場予想\n",
      "No word: 第3四半期\n",
      "No word: 市場予想\n",
      "No word: 第3四半期\n",
      "No word: 20万人\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: 前年比\n",
      "No word: 13年\n",
      "No word: 過去最高\n",
      "No word: 4年ぶり\n",
      "No word: 7日\n",
      "No word: 81億\n",
      "No word: 2013年\n",
      "No word: 7週間\n",
      "No word: 予想外\n",
      "No word: 8年ぶり\n",
      "No word: 2013年\n",
      "No word: 9.\n",
      "No word: 2013年\n",
      "No word: 27日\n",
      "No word: 過去最低\n",
      "No word: 過去最低\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 3倍\n",
      "No word: 第4四半期\n",
      "No word: 3倍\n",
      "No word: 15年\n",
      "No word: 午後3時\n",
      "No word: 100万\n",
      "No word: 2014年\n",
      "No word: 22日\n",
      "No word: 60日間\n",
      "No word: 22日\n",
      "No word: 60日間\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 4週間\n",
      "No word: 22日\n",
      "No word: 外為市場\n",
      "No word: 9億\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 3か月\n",
      "No word: 6か月\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 8か月\n",
      "No word: 2014年\n",
      "No word: 2014年\n",
      "No word: 6週間\n",
      "No word: 2年\n",
      "No word: 10億\n",
      "No word: 10億\n",
      "No word: 5年\n",
      "No word: バラク・オバマ\n",
      "No word: 3月下旬\n",
      "No word: バラク・オバマ\n",
      "No word: 3月下旬\n",
      "No word: 米金\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 5年\n",
      "No word: 米金\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 経営陣\n",
      "No word: 経営陣\n",
      "No word: 経営陣\n",
      "No word: BUZZ\n",
      "No word: 29日\n",
      "No word: 外為市場\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 1100人\n",
      "No word: 1100人\n",
      "No word: 1100人\n",
      "No word: BUZZ\n",
      "No word: 2011年\n",
      "No word: 財務長官\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 第4四半期\n",
      "No word: 1100人\n",
      "No word: 第4四半期\n",
      "No word: 1100人\n",
      "No word: 第4四半期\n",
      "No word: 1100人\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 電話会談\n",
      "No word: 安全対策\n",
      "No word: BUZZ\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 1100人\n",
      "No word: 第4四半期\n",
      "No word: 1100人\n",
      "No word: 第4四半期\n",
      "No word: 1100人\n",
      "No word: 5か月\n",
      "No word: 2014年\n",
      "No word: 22日\n",
      "No word: 4REST\n",
      "No word: 4REST\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 200日\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 第4四半期\n",
      "No word: 7期\n",
      "No word: 1700人\n",
      "No word: 1700人\n",
      "No word: BUZZ\n",
      "No word: 中期的\n",
      "No word: 2013年\n",
      "No word: 10年\n",
      "No word: 73万人\n",
      "No word: BUZZ\n",
      "No word: 1億\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 10年\n",
      "No word: 安定化\n",
      "No word: 安定化\n",
      "No word: 需要拡大\n",
      "No word: 107ドル\n",
      "No word: 2013年\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 2週間\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: 2週間\n",
      "No word: 6か月\n",
      "No word: 21日\n",
      "No word: 外為市場\n",
      "No word: 3日\n",
      "No word: 3週間\n",
      "No word: 22日\n",
      "No word: 深刻化\n",
      "No word: 2か月\n",
      "No word: 1人\n",
      "No word: 予想外\n",
      "No word: 関係筋\n",
      "No word: 3週間\n",
      "No word: 2月24日\n",
      "No word: 14年\n",
      "No word: 予想外\n",
      "No word: 短期的\n",
      "No word: 予想外\n",
      "No word: 短期的\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 3週間\n",
      "No word: 7日\n",
      "No word: テロ予告\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: テロ予告\n",
      "No word: 6年ぶり\n",
      "No word: 第3四半期\n",
      "No word: 大幅上昇\n",
      "No word: 第2四半期\n",
      "No word: 第2四半期\n",
      "No word: 第2四半期\n",
      "No word: 第2四半期\n",
      "No word: 午後3時\n",
      "No word: 5億\n",
      "No word: 関係筋\n",
      "No word: 6年ぶり\n",
      "No word: 第3四半期\n",
      "No word: 外為市場\n",
      "No word: 関係筋\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 4週間\n",
      "No word: 1億\n",
      "No word: AAPL\n",
      "No word: 30億\n",
      "No word: 4億\n",
      "No word: 4億\n",
      "No word: 4億\n",
      "No word: 4億\n",
      "No word: 慰霊\n",
      "No word: 10年\n",
      "No word: 8年ぶり\n",
      "No word: 5年\n",
      "No word: ASML\n",
      "No word: 5年\n",
      "No word: ASML\n",
      "No word: 米金\n",
      "No word: 2月下旬\n",
      "No word: 関係筋\n",
      "No word: 米金\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 習\n",
      "No word: 財務長官\n",
      "No word: 2月下旬\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "3000\n",
      "No word: 速報値\n",
      "No word: 第4四半期\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 40円\n",
      "No word: 習\n",
      "No word: 反体制派\n",
      "No word: 24日\n",
      "No word: 反体制派\n",
      "No word: 24日\n",
      "No word: 反体制派\n",
      "No word: 24日\n",
      "No word: 反体制派\n",
      "No word: 24日\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 速報値\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: MU\n",
      "No word: BP\n",
      "No word: ><\n",
      "No word: 21日\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 速報値\n",
      "No word: 第4四半期\n",
      "No word: 475人\n",
      "No word: 関係筋\n",
      "No word: 速報値\n",
      "No word: 6か月\n",
      "No word: 大幅上昇\n",
      "No word: イラン大統領\n",
      "No word: BUZZ\n",
      "No word: 二重\n",
      "No word: 二重\n",
      "No word: 二重\n",
      "No word: 二重\n",
      "No word: 13年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 速報値\n",
      "No word: 6か月\n",
      "No word: SAMSUNG\n",
      "No word: 警戒感\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: KS\n",
      "No word: 決算発表\n",
      "No word: 13年\n",
      "No word: 525人\n",
      "No word: 大手企業\n",
      "No word: 30年\n",
      "No word: 30年\n",
      "No word: 速報値\n",
      "No word: 6か月\n",
      "No word: 速報値\n",
      "No word: 6か月\n",
      "No word: BUZZ\n",
      "No word: 2月2日\n",
      "No word: KS\n",
      "No word: SAMSUNG\n",
      "No word: 23日\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 3年ぶり\n",
      "No word: 台湾株式市場\n",
      "No word: .S\n",
      "No word: 3週間\n",
      "No word: 第4四半期\n",
      "No word: 3年ぶり\n",
      "No word: 28日\n",
      "No word: KS\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 外為市場\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 23億\n",
      "No word: 速報値\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 速報値\n",
      "No word: 市場予想\n",
      "No word: 第3四半期\n",
      "No word: 市場予想\n",
      "No word: 第3四半期\n",
      "No word: 市場予想\n",
      "No word: 第3四半期\n",
      "No word: 市場予想\n",
      "No word: 第3四半期\n",
      "No word: 2か月\n",
      "No word: 第4四半期\n",
      "No word: 23億\n",
      "No word: 速報値\n",
      "No word: 2011年\n",
      "No word: 来月2日\n",
      "No word: 来月2日\n",
      "No word: イラン大統領\n",
      "No word: 4週間\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 2月20日\n",
      "No word: 財務長官\n",
      "No word: 財務長官\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 外為市場\n",
      "No word: 2013年\n",
      "No word: 前月比\n",
      "No word: 7年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 2011年\n",
      "No word: 外為市場\n",
      "No word: 2年\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 午後3時\n",
      "No word: 2013年\n",
      "No word: 将来的\n",
      "No word: 2年\n",
      "No word: 29日\n",
      "No word: 27日\n",
      "No word: 7年\n",
      "No word: 26週間\n",
      "No word: 30日\n",
      "No word: 米留\n",
      "No word: 10年\n",
      "No word: 9億\n",
      "No word: 悲観的\n",
      "No word: 透明性\n",
      "No word: 市場上\n",
      "No word: 3日\n",
      "No word: 米金\n",
      "No word: 財務長官\n",
      "No word: 米金\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 3日\n",
      "No word: AAPL\n",
      "No word: 36億\n",
      "No word: AAPL\n",
      "No word: 36億\n",
      "No word: AAPL\n",
      "No word: 36億\n",
      "No word: 22日\n",
      "No word: 1億\n",
      "No word: 8億\n",
      "No word: 22日\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 2002年\n",
      "No word: 2002年\n",
      "No word: 2002年\n",
      "No word: 2002年\n",
      "No word: 2002年\n",
      "No word: 昨年7月\n",
      "No word: 昨年7月\n",
      "No word: 昨年7月\n",
      "No word: 3日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 95円\n",
      "No word: 米大統領\n",
      "No word: 2015年度\n",
      "No word: 3月4日\n",
      "No word: 2008年\n",
      "No word: 第4四半期\n",
      "No word: 65億\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: 2年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 1月中旬\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: 優先課題\n",
      "No word: 28日\n",
      "No word: 虚偽報告\n",
      "No word: BUZZ\n",
      "No word: 2013年\n",
      "No word: 資本流入\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 朝高\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 長期的\n",
      "No word: 13年\n",
      "No word: 第3四半期\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 2500人\n",
      "No word: 3年\n",
      "No word: 28日\n",
      "No word: 重要性\n",
      "No word: 重要性\n",
      "No word: 不透明感\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: 外為市場\n",
      "No word: 6週間\n",
      "No word: 3日\n",
      "No word: 24日\n",
      "No word: 20年\n",
      "No word: 資本流入\n",
      "No word: 資本流入\n",
      "No word: 2週間\n",
      "No word: 3日\n",
      "No word: 関係筋\n",
      "No word: 29日\n",
      "No word: 7日\n",
      "No word: 第2四半期\n",
      "No word: 第2四半期\n",
      "No word: 2013年\n",
      "No word: 3年\n",
      "No word: 3か月\n",
      "No word: 今年4月\n",
      "No word: 調査結果\n",
      "No word: 28日\n",
      "No word: 関係筋\n",
      "No word: 1100人\n",
      "No word: 習\n",
      "No word: 13年\n",
      "No word: 6億\n",
      "No word: 3年\n",
      "No word: 99億\n",
      "No word: 午後3時\n",
      "No word: 33億\n",
      "No word: 外為市場\n",
      "No word: 円高\n",
      "No word: 101円\n",
      "No word: 利益率\n",
      "No word: 利益率\n",
      "No word: 2か月\n",
      "No word: 5週間\n",
      "No word: 27日\n",
      "No word: 1月21日\n",
      "No word: 1月21日\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 101円\n",
      "No word: 1月21日\n",
      "No word: 1月21日\n",
      "No word: 前年比\n",
      "No word: 決意表明\n",
      "No word: 具体策\n",
      "No word: 2300人\n",
      "No word: 目標達成\n",
      "No word: 6か月\n",
      "No word: BUZZ\n",
      "No word: 12月上旬\n",
      "No word: 2014年\n",
      "No word: BUZZ\n",
      "No word: 1月2日\n",
      "No word: 最大規模\n",
      "No word: 2001年\n",
      "No word: 最大規模\n",
      "No word: 2001年\n",
      "No word: BUZZ\n",
      "No word: 24日\n",
      "No word: BUZZ\n",
      "No word: 米大統領\n",
      "No word: 22日\n",
      "No word: 66億\n",
      "No word: BUZZ\n",
      "No word: 2月2日\n",
      "No word: 3年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 1人\n",
      "No word: 1人\n",
      "No word: 1人\n",
      "No word: 1人\n",
      "No word: ボーイング767\n",
      "No word: BUZZ\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 年末商戦\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 820万\n",
      "No word: 820万\n",
      "No word: 4年\n",
      "No word: 4年\n",
      "No word: 4年\n",
      "No word: 4年\n",
      "No word: 4年\n",
      "No word: 4年\n",
      "No word: 新モデル\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 関係筋\n",
      "No word: 大幅上昇\n",
      "No word: 4か月\n",
      "No word: .S\n",
      "No word: 5か月\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 3年\n",
      "No word: 金融株\n",
      "No word: 外為市場\n",
      "No word: 高品質\n",
      "No word: 5か月\n",
      "No word: 第4四半期\n",
      "No word: 2か月\n",
      "No word: 1ドル\n",
      "No word: 2011年\n",
      "No word: 序列4位\n",
      "No word: 1か月\n",
      "No word: 中期的\n",
      "No word: 28日\n",
      "No word: 2年\n",
      "No word: 2年\n",
      "No word: 全面安\n",
      "No word: 28日\n",
      "No word: 28日\n",
      "No word: 28日\n",
      "No word: 28日\n",
      "No word: 第4四半期\n",
      "No word: コスト削減\n",
      "No word: 速報値\n",
      "No word: 28日\n",
      "No word: 28日\n",
      "No word: 28日\n",
      "No word: 28日\n",
      "No word: 速報値\n",
      "No word: 契約締結\n",
      "No word: 契約締結\n",
      "No word: 午後3時\n",
      "No word: 50ドル\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 3か月\n",
      "No word: 6か月\n",
      "No word: 1億\n",
      "No word: 100億\n",
      "No word: 4週間\n",
      "No word: 28日\n",
      "No word: 外為市場\n",
      "No word: 1か月\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 米金\n",
      "No word: 警戒感\n",
      "No word: 外為市場\n",
      "No word: 50ドル\n",
      "No word: 2015年\n",
      "No word: 2倍\n",
      "No word: 前年同期\n",
      "No word: 外為市場\n",
      "No word: 2013年\n",
      "No word: 30億\n",
      "No word: S.L\n",
      "No word: 2013年\n",
      "No word: 30億\n",
      "No word: S.L\n",
      "No word: 2013年\n",
      "No word: 30億\n",
      "No word: S.L\n",
      "No word: 米金\n",
      "No word: 警戒感\n",
      "No word: 5か月\n",
      "No word: 5か月\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 転落死\n",
      "No word: 転落死\n",
      "No word: 転落死\n",
      "No word: 転落死\n",
      "No word: 転落死\n",
      "No word: 転落死\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 28日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 6億\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: P2\n",
      "No word: WR\n",
      "No word: APU\n",
      "No word: 4か月\n",
      "No word: 中国地方\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: SAMSUNG\n",
      "No word: P2\n",
      "No word: WR\n",
      "No word: APU\n",
      "No word: 14日\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: SAMSUNG\n",
      "No word: 再検討\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: BUZZ\n",
      "No word: 5か月\n",
      "No word: 5か月\n",
      "No word: Seagate\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: 10億\n",
      "No word: BUZZ\n",
      "No word: 金利上昇\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 前月比\n",
      "No word: 昨年4月\n",
      "No word: ゲーム開発\n",
      "No word: 大株主\n",
      "No word: 第4四半期\n",
      "No word: 特損\n",
      "No word: 1か月\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 2013年\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 11年\n",
      "No word: 73人\n",
      "No word: 2013年\n",
      "No word: 過去最高\n",
      "No word: 24億\n",
      "No word: 2013年\n",
      "No word: 必要不可欠\n",
      "No word: 前年比\n",
      "No word: 9か月\n",
      "No word: 5か月\n",
      "No word: 外為市場\n",
      "No word: 28日\n",
      "No word: 14日\n",
      "No word: 交\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 1か月\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 5か月\n",
      "No word: 5か月\n",
      "No word: 関係筋\n",
      "No word: 2年\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 21日間\n",
      "No word: 1人\n",
      "No word: 2014年\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 2年連続\n",
      "No word: 2年連続\n",
      "No word: 第4四半期\n",
      "No word: 21日\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 6年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 6年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 6年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 6年ぶり\n",
      "No word: 7日\n",
      "No word: 35億\n",
      "No word: 2年\n",
      "No word: 2月2日\n",
      "No word: 2月2日\n",
      "No word: 2月2日\n",
      "No word: AAPL\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: AAPL\n",
      "No word: AAPL\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 2013年\n",
      "No word: 6年ぶり\n",
      "No word: 午後3時\n",
      "No word: 25ドル\n",
      "No word: 前年比\n",
      "No word: 大幅上昇\n",
      "No word: 昨年8月\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 100万\n",
      "No word: 40億\n",
      "No word: 2017年\n",
      "No word: 9億\n",
      "No word: 4週間\n",
      "No word: 外為市場\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 2年\n",
      "No word: 当局者\n",
      "No word: 16億\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 2014年\n",
      "No word: 7年ぶり\n",
      "No word: 新製品\n",
      "No word: 4日\n",
      "No word: 6か月\n",
      "No word: 米金\n",
      "No word: 4日\n",
      "No word: 第4四半期\n",
      "No word: Yahoo!\n",
      "No word: 第4四半期\n",
      "No word: Yahoo!\n",
      "No word: 外為市場\n",
      "No word: 1週間\n",
      "No word: 4日\n",
      "No word: 地元紙\n",
      "No word: 米金\n",
      "No word: 1週間\n",
      "No word: BUZZ\n",
      "4000\n",
      "No word: BUZZ\n",
      "No word: 20円\n",
      "No word: 97円\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 米大統領\n",
      "No word: 具体的\n",
      "No word: 5億\n",
      "No word: 5億\n",
      "No word: 13年\n",
      "No word: 7億\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: Yahoo!\n",
      "No word: 第4四半期\n",
      "No word: Yahoo!\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 第4四半期\n",
      "No word: 黒字転換\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 22円\n",
      "No word: バラク・オバマ\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 伸び率\n",
      "No word: 3期\n",
      "No word: 3年\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: 2020年\n",
      "No word: 2020年\n",
      "No word: 中国米\n",
      "No word: 30日\n",
      "No word: 米大統領\n",
      "No word: 30日\n",
      "No word: 第4四半期\n",
      "No word: Yahoo!\n",
      "No word: 第4四半期\n",
      "No word: Yahoo!\n",
      "No word: ハヌル原発\n",
      "No word: BUZZ\n",
      "No word: 技術的\n",
      "No word: 第4四半期\n",
      "No word: 6年\n",
      "No word: 第4四半期\n",
      "No word: 6年\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 13年\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 6か月\n",
      "No word: 米大統領\n",
      "No word: 技術的\n",
      "No word: 20億\n",
      "No word: 20億\n",
      "No word: 米大統領\n",
      "No word: 新モデル\n",
      "No word: 5か月\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: 米大統領\n",
      "No word: 主導権\n",
      "No word: BUZZ\n",
      "No word: 70億\n",
      "No word: 2020年\n",
      "No word: 2基\n",
      "No word: 外為市場\n",
      "No word: 2週間\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 5月15日\n",
      "No word: 2013年\n",
      "No word: 4位\n",
      "No word: 米大統領\n",
      "No word: 29日\n",
      "No word: 第4四半期\n",
      "No word: 4年ぶり\n",
      "No word: 4年ぶり\n",
      "No word: 2007年\n",
      "No word: 金融株\n",
      "No word: 過去最高\n",
      "No word: 10億\n",
      "No word: 29日\n",
      "No word: 29日\n",
      "No word: 第4四半期\n",
      "No word: 14年\n",
      "No word: 2月2日\n",
      "No word: 安全確保\n",
      "No word: 1万人\n",
      "No word: 予想外\n",
      "No word: 6年\n",
      "No word: 米大統領\n",
      "No word: 4年ぶり\n",
      "No word: 5日\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 第3四半期\n",
      "No word: 3週間\n",
      "No word: 前年比\n",
      "No word: 9か月\n",
      "No word: 22ドル\n",
      "No word: 前年比\n",
      "No word: 目標達成\n",
      "No word: 目標達成\n",
      "No word: 目標達成\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 6年ぶり\n",
      "No word: 6年ぶり\n",
      "No word: 主要3指数\n",
      "No word: 午後3時\n",
      "No word: 関係筋\n",
      "No word: 追加利上げ\n",
      "No word: トラディション\n",
      "No word: 追加利上げ\n",
      "No word: トラディション\n",
      "No word: 追加利上げ\n",
      "No word: トラディション\n",
      "No word: 外為市場\n",
      "No word: 2年\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 6週間\n",
      "No word: 6週間\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 67倍\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 財務長官\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 米留\n",
      "No word: 関係筋\n",
      "No word: 30億\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 外為市場\n",
      "No word: 101円\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 外為市場\n",
      "No word: 101円\n",
      "No word: 67倍\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 米金\n",
      "No word: 警戒感\n",
      "No word: BUZZ\n",
      "No word: 40円\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: BUZZ\n",
      "No word: 40円\n",
      "No word: 100日\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: BUZZ\n",
      "No word: 3日\n",
      "No word: 100億\n",
      "No word: BUZZ\n",
      "No word: 台湾株式市場\n",
      "No word: 2月5日\n",
      "No word: スノーデン\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 第4四半期\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: 100億\n",
      "No word: BUZZ\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 1億\n",
      "No word: 4人\n",
      "No word: 4人\n",
      "No word: 4人\n",
      "No word: 4人\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 改定値\n",
      "No word: バラク・オバマ\n",
      "No word: バラク・オバマ\n",
      "No word: バラク・オバマ\n",
      "No word: 33億\n",
      "No word: 地元紙\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 段階的\n",
      "No word: 改定値\n",
      "No word: 半年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 前月比\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 200日\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 100億\n",
      "No word: 50億\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 1人\n",
      "No word: 3人\n",
      "No word: 情報流出\n",
      "No word: 情報流出\n",
      "No word: 情報流出\n",
      "No word: 情報流出\n",
      "No word: 1か月\n",
      "No word: 8億\n",
      "No word: 3年ぶり\n",
      "No word: 5か月\n",
      "No word: バラク・オバマ\n",
      "No word: 5か月\n",
      "No word: 30日\n",
      "No word: BUZZ\n",
      "No word: インド・ルピー\n",
      "No word: 14日\n",
      "No word: 餞別\n",
      "No word: 市場予想\n",
      "No word: 市場予想\n",
      "No word: 外為市場\n",
      "No word: 5年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 外為市場\n",
      "No word: 大幅増\n",
      "No word: 大幅増\n",
      "No word: 13年\n",
      "No word: 2倍\n",
      "No word: 第4四半期\n",
      "No word: 前月比\n",
      "No word: 8万人\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: コスト削減\n",
      "No word: コスト削減\n",
      "No word: コスト削減\n",
      "No word: コスト削減\n",
      "No word: 第1四半期\n",
      "No word: .S\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 6年ぶり\n",
      "No word: 前月比\n",
      "No word: 8万人\n",
      "No word: 9か月\n",
      "No word: 10年\n",
      "No word: 2010年\n",
      "No word: 5年\n",
      "No word: 高値更新\n",
      "No word: 30日\n",
      "No word: 無制限介入\n",
      "No word: 無制限介入\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 2013年\n",
      "No word: 10億\n",
      "No word: 2013年\n",
      "No word: 10億\n",
      "No word: 1か月\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 2年ぶり\n",
      "No word: 午後3時\n",
      "No word: 50ドル\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 外為市場\n",
      "No word: 全面高\n",
      "No word: 高値更新\n",
      "No word: 高値更新\n",
      "No word: 高値更新\n",
      "No word: 9億\n",
      "No word: 5年\n",
      "No word: 世界販売\n",
      "No word: 2013年\n",
      "No word: 2位\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 7年\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 米安\n",
      "No word: 45億\n",
      "No word: 30日\n",
      "No word: 100億\n",
      "No word: 30日\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2月1日\n",
      "No word: 2月3日\n",
      "No word: 午後11時\n",
      "No word: 2億\n",
      "No word: 29日\n",
      "No word: 3日\n",
      "No word: 2月1日\n",
      "No word: 米金\n",
      "No word: コスト削減\n",
      "No word: コスト削減\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 外為市場\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 第4四半期\n",
      "No word: 市場予想\n",
      "No word: 200万\n",
      "No word: 外為市場\n",
      "No word: 7億\n",
      "No word: 29日\n",
      "No word: 米金\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 昨年6月\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: Yahoo!\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 45円\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: 第4四半期\n",
      "No word: 14年\n",
      "No word: 第4四半期\n",
      "No word: 14年\n",
      "No word: 6週\n",
      "No word: BUZZ\n",
      "No word: 前期比\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: 7日\n",
      "No word: 4日\n",
      "No word: 510万\n",
      "No word: Yahoo!\n",
      "No word: 情報流出\n",
      "No word: Yahoo!\n",
      "No word: 情報流出\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 40円\n",
      "No word: 7日\n",
      "No word: 外為市場\n",
      "No word: 米安\n",
      "No word: 米安\n",
      "No word: 第4四半期\n",
      "No word: 2割\n",
      "No word: 第4四半期\n",
      "No word: 2割\n",
      "No word: 第4四半期\n",
      "No word: 2割\n",
      "No word: 第4四半期\n",
      "No word: 2割\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: ブロードコム\n",
      "No word: 第4四半期\n",
      "No word: ブロードコム\n",
      "No word: 第4四半期\n",
      "No word: ブロードコム\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 京東商城\n",
      "No word: 京東商城\n",
      "No word: 京東商城\n",
      "No word: 第4四半期\n",
      "No word: 関係筋\n",
      "No word: avast!\n",
      "No word: avast!\n",
      "No word: avast!\n",
      "No word: 3年ぶり\n",
      "No word: 14年\n",
      "No word: 14年\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 200日\n",
      "No word: BUZZ\n",
      "No word: 8億\n",
      "No word: コスト削減\n",
      "No word: 5800人\n",
      "No word: 3年間\n",
      "No word: 2月4日\n",
      "No word: BUZZ\n",
      "No word: 4週間\n",
      "No word: 前年比\n",
      "No word: 87%\n",
      "No word: 前年比\n",
      "No word: 87%\n",
      "No word: 前年比\n",
      "No word: 3億\n",
      "No word: 前月比\n",
      "No word: −2\n",
      "No word: 前月比\n",
      "No word: 瀬戸際戦術\n",
      "No word: 2014年\n",
      "No word: 前年比\n",
      "No word: 4年\n",
      "No word: 第3四半期\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: AB\n",
      "No word: 3年\n",
      "No word: 68億\n",
      "No word: 第4四半期\n",
      "No word: 前月比\n",
      "No word: 2013年度\n",
      "No word: 第4四半期\n",
      "No word: 大幅上昇\n",
      "No word: 2009年\n",
      "No word: 速報値\n",
      "No word: 第1四半期\n",
      "No word: 前月比\n",
      "No word: 午後3時\n",
      "No word: 2億\n",
      "No word: 過去最低\n",
      "No word: 過去最低\n",
      "No word: 過去最低\n",
      "No word: 2013年\n",
      "No word: 10年ぶり\n",
      "No word: 2013年\n",
      "No word: 10年ぶり\n",
      "No word: 2013年\n",
      "No word: 10年ぶり\n",
      "No word: 13日\n",
      "No word: 議会証言\n",
      "No word: 合否\n",
      "No word: 合否\n",
      "No word: 1月28日\n",
      "No word: 2011年\n",
      "No word: 64億\n",
      "No word: 1月28日\n",
      "No word: 外為市場\n",
      "No word: 101円\n",
      "No word: 10年\n",
      "No word: 米金\n",
      "No word: 2か月\n",
      "No word: ダイヤモンド電機\n",
      "No word: 10年\n",
      "No word: 米金\n",
      "No word: 2か月\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2割\n",
      "No word: 2割\n",
      "No word: 2割\n",
      "No word: 2割\n",
      "No word: 2割\n",
      "No word: BUZZ\n",
      "No word: 半年ぶり\n",
      "No word: BUZZ\n",
      "No word: 100日\n",
      "No word: 90円\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 不透明感\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: 101円\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 国務省報告\n",
      "No word: 国務省報告\n",
      "No word: ドル指数\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: 前月比\n",
      "No word: BUZZ\n",
      "No word: 9月中旬\n",
      "No word: 5年ぶり\n",
      "No word: 2週間\n",
      "No word: 106ドル\n",
      "No word: 2週間\n",
      "No word: 106ドル\n",
      "No word: 2億\n",
      "No word: 世界販売\n",
      "No word: 前年比\n",
      "No word: 優良株\n",
      "No word: BUZZ\n",
      "No word: 5か月\n",
      "No word: 5か月\n",
      "No word: 6日\n",
      "No word: 2013年\n",
      "No word: 2億\n",
      "No word: 3か月\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: BUZZ\n",
      "No word: 3日\n",
      "No word: 前月比\n",
      "No word: 5か月\n",
      "No word: 世界販売\n",
      "No word: 前年比\n",
      "No word: 大幅増\n",
      "No word: 19億\n",
      "No word: 2か月\n",
      "No word: 優良株\n",
      "No word: 前年比\n",
      "No word: 改定値\n",
      "No word: 2011年\n",
      "No word: 改定値\n",
      "No word: 2011年\n",
      "No word: −1\n",
      "No word: 改定値\n",
      "No word: 2011年\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 2人\n",
      "No word: 改定値\n",
      "No word: 2011年\n",
      "No word: 6か月\n",
      "No word: 6か月\n",
      "No word: 改定値\n",
      "No word: 2011年\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 第2次\n",
      "No word: 13年\n",
      "No word: 第3四半期\n",
      "No word: 13年\n",
      "No word: 第3四半期\n",
      "No word: 4年ぶり\n",
      "No word: 新モデル\n",
      "No word: 2014年\n",
      "No word: 長期化\n",
      "No word: 5か月\n",
      "No word: 改定値\n",
      "No word: 速報値\n",
      "No word: 就任宣誓\n",
      "No word: 改定値\n",
      "No word: 速報値\n",
      "No word: 前月比\n",
      "No word: 財務長官\n",
      "No word: 財務長官\n",
      "No word: 8か月\n",
      "No word: 6日\n",
      "No word: 午後3時\n",
      "No word: 8か月\n",
      "No word: 当局者\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 5億\n",
      "No word: 690万\n",
      "No word: 17億\n",
      "No word: 17億\n",
      "No word: 17億\n",
      "No word: 3か月\n",
      "No word: 6か月\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: 1か月\n",
      "No word: 高校3年\n",
      "No word: 米金\n",
      "No word: 追加利上げ\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: 100円\n",
      "No word: 米金\n",
      "No word: 米地\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: 100円\n",
      "No word: 2014年\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: 100円\n",
      "No word: 米地\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: 100円\n",
      "No word: BUZZ\n",
      "No word: 95円\n",
      "No word: 米金\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "C value = 2\n",
      "SVC(C=100, cache_size=200, class_weight=None, coef0=0.0,\n",
      "  decision_function_shape=None, degree=3, gamma=0.001, kernel='rbf',\n",
      "  max_iter=-1, probability=True, random_state=None, shrinking=True,\n",
      "  tol=0.001, verbose=False)\n",
      "classification report of TRAINING data:\n",
      "             precision    recall  f1-score   support\n",
      "\n",
      "        0.0       1.00      1.00      1.00      4000\n",
      "        1.0       1.00      1.00      1.00      4000\n",
      "\n",
      "avg / total       1.00      1.00      1.00      8000\n",
      "\n",
      "classification report of TEST data:\n",
      "             precision    recall  f1-score   support\n",
      "\n",
      "        0.0       0.73      0.80      0.76      1000\n",
      "        1.0       0.78      0.70      0.74      1000\n",
      "\n",
      "avg / total       0.75      0.75      0.75      2000\n",
      "\n",
      "Find answer for doc. 0 6.0\n",
      "Find answer for doc. 1 63.0\n",
      "Find answer for doc. 2 16.0\n",
      "Find answer for doc. 3 11.0\n",
      "Find answer for doc. 4 24.0\n",
      "Find answer for doc. 5 8.5\n",
      "Find answer for doc. 6 1.5\n",
      "Find answer for doc. 7 22.0\n",
      "Find answer for doc. 8 175.0\n",
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      "Find answer for doc. 12 3.5\n",
      "Find answer for doc. 13 222.5\n",
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      "Find answer for doc. 17 71.0\n",
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      "Find answer for doc. 19 68.5\n",
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      "Find answer for doc. 21 79.5\n",
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      "Find answer for doc. 930 287.5\n",
      "Find answer for doc. 931 21.5\n",
      "Find answer for doc. 932 62.0\n",
      "Find answer for doc. 933 93.5\n",
      "Find answer for doc. 934 93.5\n",
      "Find answer for doc. 935 40.5\n",
      "Find answer for doc. 936 22.5\n",
      "Find answer for doc. 937 11.0\n",
      "Find answer for doc. 938 3.0\n",
      "Find answer for doc. 939 12.0\n",
      "Find answer for doc. 940 97.5\n",
      "Find answer for doc. 941 104.0\n",
      "Find answer for doc. 942 1.5\n",
      "Find answer for doc. 943 22.0\n",
      "Find answer for doc. 944 22.0\n",
      "Find answer for doc. 945 22.0\n",
      "Find answer for doc. 946 1.0\n",
      "Find answer for doc. 947 1.5\n",
      "Find answer for doc. 948 50.0\n",
      "Find answer for doc. 949 1.0\n",
      "Find answer for doc. 950 5.5\n",
      "Find answer for doc. 951 5.5\n",
      "Find answer for doc. 952 5.5\n",
      "Find answer for doc. 953 9.5\n",
      "Find answer for doc. 954 76.0\n",
      "Find answer for doc. 955 10.0\n",
      "Find answer for doc. 956 50.0\n",
      "Find answer for doc. 957 5.0\n",
      "Find answer for doc. 958 2.0\n",
      "Find answer for doc. 959 186.5\n",
      "Find answer for doc. 960 185.5\n",
      "Find answer for doc. 961 1.0\n",
      "Find answer for doc. 962 32.0\n",
      "Find answer for doc. 963 1.0\n",
      "Find answer for doc. 964 8.5\n",
      "Find answer for doc. 965 21.5\n",
      "Find answer for doc. 966 21.5\n",
      "Find answer for doc. 967 21.5\n",
      "Find answer for doc. 968 13.0\n",
      "Find answer for doc. 969 6.0\n",
      "Find answer for doc. 970 12.0\n",
      "Find answer for doc. 971 26.0\n",
      "Find answer for doc. 972 22.0\n",
      "Find answer for doc. 973 3.0\n",
      "Find answer for doc. 974 12.0\n",
      "Find answer for doc. 975 32.5\n",
      "Find answer for doc. 976 12.0\n",
      "Find answer for doc. 977 14.0\n",
      "Find answer for doc. 978 5.0\n",
      "Find answer for doc. 979 32.5\n",
      "Find answer for doc. 980 2.0\n",
      "Find answer for doc. 981 7.0\n",
      "Find answer for doc. 982 7.0\n",
      "Find answer for doc. 983 19.0\n",
      "Find answer for doc. 984 36.0\n",
      "Find answer for doc. 985 17.0\n",
      "Find answer for doc. 986 19.0\n",
      "Find answer for doc. 987 30.0\n",
      "Find answer for doc. 988 8.0\n",
      "Find answer for doc. 989 20.0\n",
      "Find answer for doc. 990 4.0\n",
      "Find answer for doc. 991 12.0\n",
      "Find answer for doc. 992 27.0\n",
      "Find answer for doc. 993 9.5\n",
      "Find answer for doc. 994 2.5\n",
      "Find answer for doc. 995 9.5\n",
      "Find answer for doc. 996 6.5\n",
      "Find answer for doc. 997 6.0\n",
      "Find answer for doc. 998 8.0\n",
      "Find answer for doc. 999 6.0\n",
      "count    1000.000000\n",
      "mean       45.130500\n",
      "std        89.972428\n",
      "min         1.000000\n",
      "25%         4.500000\n",
      "50%        14.000000\n",
      "75%        40.625000\n",
      "max       876.500000\n",
      "dtype: float64\n"
     ]
    }
   ],
   "source": [
    "run svm_title.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " TOP1 80\n",
      "TOP5 278\n",
      "TOP10 418\n"
     ]
    }
   ],
   "source": [
    "print \"TOP1\", (pd.Series(rank_results_test)<=1).sum()\n",
    "print \"TOP5\", (pd.Series(rank_results_test)<=5).sum()\n",
    "print \"TOP10\", (pd.Series(rank_results_test)<=10).sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def doc2vec_en(doc):\n",
    "    # r = [model_en[token] for token in doc.split()]\n",
    "    r = []\n",
    "    r_failed = []\n",
    "\n",
    "    for token in doc.split():\n",
    "        if token in model_en:\n",
    "            r.append(model_en[token])\n",
    "        else:\n",
    "            r_failed.append(token)\n",
    "\n",
    "    # if len(r_failed) != 0:\n",
    "    #     print \" \".join(r_failed)\n",
    "\n",
    "    return r\n",
    "\n",
    "def doc2vec_jp(doc):\n",
    "    # r = [model_en[token] for token in doc.split()]\n",
    "    r = []\n",
    "    r_failed = []\n",
    "\n",
    "    for token in doc.split():\n",
    "        if token in model_jp:\n",
    "            r.append(model_jp[token])\n",
    "        else:\n",
    "            r_failed.append(token)\n",
    "\n",
    "    # if len(r_failed) != 0:\n",
    "    #     print \" \".join(r_failed)\n",
    "\n",
    "    return r\n",
    "\n",
    "def padding(sequence, maxlen=50, padding_value=0.0):\n",
    "    np_sequance = np.array(sequence)\n",
    "    # print(np_sequance.shape)\n",
    "    if np_sequance.shape[0] < maxlen:\n",
    "        z = np.zeros((maxlen, 200))\n",
    "        z[:np_sequance.shape[0], :np_sequance.shape[1]] = np_sequance\n",
    "    else:\n",
    "        z = np_sequance[:maxlen, :]\n",
    "    return z\n",
    "\n",
    "def prepare_train(dir_en_jp, start=0, end=5000):\n",
    "\n",
    "    # df_en_mapping = pd.read_csv(dir_en)\n",
    "    # df_jp_mapping = pd.read_csv(dir_jp)\n",
    "\n",
    "    df_en_jp = pd.read_csv(dir_en_jp, names=[\"en_article\",\"jp_article\"], header=0)\n",
    "    df_en_mapping = df_en_jp[[\"en_article\"]].iloc[start:end]\n",
    "    df_jp_mapping = df_en_jp[[\"jp_article\"]].iloc[start:end]\n",
    "\n",
    "    print(\"Reading english Data:\", len(df_en_mapping))\n",
    "    print(\"Reading english Data:\", len(df_jp_mapping))\n",
    "\n",
    "    sample_size = len(df_en_mapping)\n",
    "\n",
    "    assert len(df_en_mapping) == len(df_jp_mapping)\n",
    "\n",
    "    # Convert mapping to list type and then concat to the a list\n",
    "    print(\"Merging the English and Japanes news dataframe...\")\n",
    "    df_train_1 = pd.concat([df_en_mapping, df_jp_mapping], axis = 1)\n",
    "    df_train_1['similarity'] = pd.Series(np.ones(sample_size,)*5)\n",
    "    df_train_1['dis_similarity'] = pd.Series(np.ones(sample_size,)*1)\n",
    "\n",
    "    # Remove null line\n",
    "    print(\"Drop the null line...\")\n",
    "    # df_train_1 = df_train_1.dropna(subset=['en_article'])\n",
    "    df_train_1 = df_train_1[df_train_1['en_article'] != '<NULL>']\n",
    "\n",
    "    # Expand the training data\n",
    "    en_article_wrong = df_train_1.en_article.iloc[random.sample(range(len(df_train_1)),len(df_train_1))]\n",
    "    en_article_wrong.index = df_train_1.index\n",
    "    print((en_article_wrong == df_train_1.en_article).value_counts())\n",
    "    df_train_1['en_article_wrong'] = en_article_wrong\n",
    "\n",
    "    # Convert dateframe to list\n",
    "    train_1 = df_train_1[['en_article','jp_article','similarity']].values.tolist()\n",
    "    train_2 = df_train_1[['en_article_wrong','jp_article','dis_similarity']].values.tolist()\n",
    "\n",
    "    return train_1, train_2, df_train_1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "      <th>en_article</th>\n",
       "      <th>jp_article</th>\n",
       "      <th>similarity</th>\n",
       "      <th>dis_similarity</th>\n",
       "      <th>en_article_wrong</th>\n",
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       "  </thead>\n",
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       "      <td>table german season adj jobless fall nov</td>\n",
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       "      <td>refile update china cut interest rate spur gro...</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>brief qantas airway announce investment jetsta...</td>\n",
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       "      <th>54006</th>\n",
       "      <td>ftse mark fifth week gain china rate cut</td>\n",
       "      <td>ロンドン株式市場 反発 中国 利下げ 鉱業 株 買う</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update bt talk buy uk mobile operator</td>\n",
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       "      <th>54007</th>\n",
       "      <td>update japanese stock fund worldwide attract b...</td>\n",
       "      <td>日本株 ファンド 12億 ドル 流入 首相 増税 延期 表明 バンカメ</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>s.korea government think warns deflation risk</td>\n",
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       "    <tr>\n",
       "      <th>54008</th>\n",
       "      <td>euro zone yield hit record low draghi show mor...</td>\n",
       "      <td>ユーロ圏 金融 債券市場 終盤 国債利回り 低下 EC 総裁 踏み込む 発言</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update u.s. east coast storm hamper thanksgivi...</td>\n",
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       "      <th>54009</th>\n",
       "      <td>european share surge china rate cut dovish ecb...</td>\n",
       "      <td>欧州 株式市場 反発 中国 利下げ EC 総裁 発言 好感</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>refile update asml disappoints investor long t...</td>\n",
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       "    <tr>\n",
       "      <th>54010</th>\n",
       "      <td>amazon plan ad support video stream service ny...</td>\n",
       "      <td>米 アマゾン 広告 動画配信サービス 計画 NY ポスト</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update european parliament may propose google ...</td>\n",
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       "    <tr>\n",
       "      <th>54011</th>\n",
       "      <td>update fed issue rule bank  role commodity early</td>\n",
       "      <td>米 銀 現物 商品 事業 FRB 新 規制 来年 第1四半期 公表</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>s.korean win flat share edge low china induce ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54012</th>\n",
       "      <td>update fed vow review regulatory gap bank comm...</td>\n",
       "      <td>米 銀 現物 商品 事業 FRB 新 規制 来年 第1四半期 公表</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>global regulator seek way avert rule dispute</td>\n",
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       "    <tr>\n",
       "      <th>54013</th>\n",
       "      <td>update walmart worker announce black friday pr...</td>\n",
       "      <td>米 ウォルマート 時間 従業員 Black Friday 店舗 スト</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update brazil csn namisa partner merge unit lo...</td>\n",
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       "    <tr>\n",
       "      <th>54014</th>\n",
       "      <td>corrected update walmart worker announce black...</td>\n",
       "      <td>米 ウォルマート 時間 従業員 Black Friday 店舗 スト</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>em asia fx weak u.s. consumer sentiment firm y...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54015</th>\n",
       "      <td>update rb say it barely pass eu stress test ad...</td>\n",
       "      <td>英 EC ストレステスト 誤る 情報 提出 合格</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>germany not recession say schaeuble</td>\n",
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       "    <tr>\n",
       "      <th>54016</th>\n",
       "      <td>update rb admits data error european stress test</td>\n",
       "      <td>英 EC ストレステスト 誤る 情報 提出 合格</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>australian nz dlrs wane euro bounce china worr...</td>\n",
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       "      <th>54017</th>\n",
       "      <td>update walmart worker announce black friday pr...</td>\n",
       "      <td>再送 米 ウォルマート 時間 従業員 Black Friday 店舗 スト</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update rio tinto promise big return february i...</td>\n",
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       "    <tr>\n",
       "      <th>54018</th>\n",
       "      <td>corrected update walmart worker announce black...</td>\n",
       "      <td>再送 米 ウォルマート 時間 従業員 Black Friday 店舗 スト</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ecb draghi lack reform threaten permanent dive...</td>\n",
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       "    <tr>\n",
       "      <th>54019</th>\n",
       "      <td>global m a deal cross trln first time</td>\n",
       "      <td>世界 M&amp;A 総額 7年ぶり 突破 11月 製薬 資源 けん引</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>airbus could shed full dassault stake end source</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54020</th>\n",
       "      <td>china building south china sea island big enou...</td>\n",
       "      <td>中国 南沙諸島 埋立地 空港 建設 できる 規模 軍事情報</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update hong kong student leader arrest police ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54021</th>\n",
       "      <td>speculator  u dollar net long high cftc reuters</td>\n",
       "      <td>表 通貨 先物 取組 CFTC 11月18日 終了</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update italy seal final deal sell grid asset s...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54022</th>\n",
       "      <td>speculator cut u.s. crude oil net longs cftc</td>\n",
       "      <td>表 エネルギー 先物 取組 CFTC 11月18日 終了</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update canada see burger king/tim hortons deci...</td>\n",
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       "    <tr>\n",
       "      <th>54023</th>\n",
       "      <td>update european parliament prepare call google...</td>\n",
       "      <td>欧州議会 検索エンジン 事業 分離 提案 Google Inc. 独占 打破 狙う</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>u.s. sell year note low yield oct.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54024</th>\n",
       "      <td>update european parliament may propose search ...</td>\n",
       "      <td>欧州議会 検索エンジン 事業 分離 提案 Google Inc. 独占 打破 狙う</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>china may soon announce plan insure deposit so...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54025</th>\n",
       "      <td>update european parliament may propose google ...</td>\n",
       "      <td>欧州議会 検索エンジン 事業 分離 提案 Google Inc. 独占 打破 狙う</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>table uk gdp unrevised business investment fall</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54026</th>\n",
       "      <td>stock wall st end record central bank action</td>\n",
       "      <td>米国 株式市場 ダウ P 終値 最 高値更新 中国 利下げ EC 緩和 期待</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>poll u.s. housing see steady early price gain ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54027</th>\n",
       "      <td>treasury long bond yield fall comment ecb draghi</td>\n",
       "      <td>米金 融 債券市場 長期 国債利回り 低下 EC 総裁 発言</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update nigeria devalues naira pct protect fore...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54028</th>\n",
       "      <td>forex euro drop draghi raise stimulus hope</td>\n",
       "      <td>NY 外為市場 EC 総裁 発言 ユーロ 急落 ドル 117円 後半</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>analysis brazil new economy chief will need sp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54029</th>\n",
       "      <td>speculator raise bullish gold stance turn net ...</td>\n",
       "      <td>表 金・銀 銅 先物 取組 CFTC 11月18日 終了</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>u.s. treasury sell bln week bill</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54970</th>\n",
       "      <td>new rule low rate push european company risky ...</td>\n",
       "      <td>アングル 欧州 企業 余剰 資金 低 金利 MMF 規制 高リスク 運用</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>poll india gdp growth slow pct rate cut yet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54971</th>\n",
       "      <td>table euro consumer inflation november</td>\n",
       "      <td>11月 ユーロ圏 消費者物価指数 速報値 前年比 鈍化</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update low expectation oil output cut opec meet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54972</th>\n",
       "      <td>china spend bln infrastructure</td>\n",
       "      <td>中国 新た インフラ 整備 投資 鉄道 総額 83億 ドル</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update asml see sale bln euro moore law slow</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54973</th>\n",
       "      <td>interview ecb nouy say bank must show they can...</td>\n",
       "      <td>ユーロ圏 不合格 銀行 持続 利益 計上 課題 EC 監督 当局</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update eu lawmaker urge regulator break google</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54974</th>\n",
       "      <td>update s.korea fail sell control stake woori b...</td>\n",
       "      <td>韓国政府 ウリィ銀行 売却 4回目 入札 不調</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>number ebola case near sierra leone lose grou...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54975</th>\n",
       "      <td>update s.korea fail sell control stake woori b...</td>\n",
       "      <td>韓国政府 ウリィ銀行 売却 4回目 入札 不調</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>hong kong share rise lead financials mainland ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54976</th>\n",
       "      <td>table euro unemployment data october</td>\n",
       "      <td>10月 ユーロ圏 失業率 横ばい 統計局</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update oil price fall year low opec production...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54977</th>\n",
       "      <td>hong kong yuan deposit fall pct bln yuan oct</td>\n",
       "      <td>香港 10月 人民元 預金 残高 前月比</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>australian share hold energy sector oil slide</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54978</th>\n",
       "      <td>update china regulator draft new ipo rule cabi...</td>\n",
       "      <td>中国当局 制度 改革 国務院 提出 年内 詳細 公表</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>s.korea share energy shipyard firm hit oil plu...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54979</th>\n",
       "      <td>table euro consumer inflation november</td>\n",
       "      <td>ユーロ圏 11月 インフレ率 鈍化 エネルギー 価格 下落</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update aviva bln deal buy friend life pension ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54980</th>\n",
       "      <td>polish gdp see pct y/y stats office</td>\n",
       "      <td>ポーランド 第4四半期 GDP 前年比 前後 統計局 幹部</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>forex dollar index rise year high euro firm vs...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54981</th>\n",
       "      <td>update swedish economy grow steady ease pressu...</td>\n",
       "      <td>スウェーデン 第3四半期 GDP 前期比 予想 上回る</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update gulf state seek block opec oil output cut</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54982</th>\n",
       "      <td>eu postpones rule french italian fiscal policy...</td>\n",
       "      <td>仏 伊 ベルギー 15年 予算案 欧州 適否 判断 3月 先送り</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update thomas cook say ceo harriet green step</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54983</th>\n",
       "      <td>taiwan revise growth outlook china europe con...</td>\n",
       "      <td>台湾 15年 成長率 輸出 予想 引き下げ 中国 欧州 経済 理由</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update bt telefonica discuss cash share deal</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54984</th>\n",
       "      <td>brazil economy grow pct narrow escape recession</td>\n",
       "      <td>第3四半期 ブラジル GDP 前期比 リセッション 脱却</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>s.korean share nearly flat samsung share buyba...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54985</th>\n",
       "      <td>table euro consumer inflation november</td>\n",
       "      <td>ユーロ圏 11月 インフレ率 エネルギー 価格 5年ぶり 低 水準</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>opec sink energy firm cap european share rally...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54986</th>\n",
       "      <td>china raise consumption tax oil product</td>\n",
       "      <td>中国 石油製品 消費税 引き上げ</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>buzz gbp/usd positive signal eye</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54987</th>\n",
       "      <td>central bank ca nt raise growth potential say ...</td>\n",
       "      <td>中銀 潜在 成長 押し上げる 独 連銀 総裁</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>buzz aud/usd low china optimism wane</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54988</th>\n",
       "      <td>ecb say bank return euro crisis loan</td>\n",
       "      <td>欧州 銀 3年 資金 64億 ユーロ 12月3日 返済 EC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>forex euro rise german data ecb weidmann dolla...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54989</th>\n",
       "      <td>india economic growth slow pct sept quarter</td>\n",
       "      <td>9月 インド GDP 前年比 前 四半期 伸び 鈍化</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>china money rate fall c.bank seek maintain amp...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54990</th>\n",
       "      <td>norwegian crown hit year low oil price tumble</td>\n",
       "      <td>ノルウェークローネ 5年ぶり 安値 原油価格 下落 嫌気</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>yuan open weak guidance rate first time september</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54991</th>\n",
       "      <td>se asia stock thai share malaysia lag weak oil...</td>\n",
       "      <td>東南アジア 株式 タイ マレーシア 原油 下落</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>philippine c.bank say current policy supportiv...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54992</th>\n",
       "      <td>update brazil scrap recession government spending</td>\n",
       "      <td>第3四半期 ブラジル GDP 前期比 リセッション 脱却</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>eu juncker survive confidence vote eu parliament</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54993</th>\n",
       "      <td>update brazil scrap recession government spending</td>\n",
       "      <td>第3四半期 ブラジル GDP 前期比 リセッション 脱却</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>poll canada house price rise new construction ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54994</th>\n",
       "      <td>update brazil scrap recession government spending</td>\n",
       "      <td>第3四半期 ブラジル GDP 前期比 リセッション 脱却</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update boe scheme fail increase lend small uk ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54995</th>\n",
       "      <td>weak europe africa hit club med earnings</td>\n",
       "      <td>仏 クラブメッド 通年 営業利益 欧州 アフリカ 低迷</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>china building south china sea island big enou...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54996</th>\n",
       "      <td>update bid target club med hit problem europe ...</td>\n",
       "      <td>仏 クラブメッド 通年 営業利益 欧州 アフリカ 低迷</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>wal mart chief merchandise officer leave wsj</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54997</th>\n",
       "      <td>brazil post primary surplus bln october</td>\n",
       "      <td>ブラジル 基礎的財政収支 10月 6億 ドル 黒字</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bank trick blunt china drive increase lending</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54998</th>\n",
       "      <td>update india economic growth slow pct sept qua...</td>\n",
       "      <td>インド GDP 9月 鈍化 予想 上回る</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>update hagel resigns u.s. defense secretary of...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54999</th>\n",
       "      <td>update indian growth slow less fear ease press...</td>\n",
       "      <td>インド GDP 9月 鈍化 予想 上回る</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>chow tai fook profit fall pct weak gold produc...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1000 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                              en_article  \\\n",
       "54000  draghi say ecb ready act fast tackle low infla...   \n",
       "54001  update china surprise interest rate cut spur g...   \n",
       "54002  update china surprise interest rate cut spur g...   \n",
       "54003  update china cut interest rate spur growth eas...   \n",
       "54004  update china cut interest rate spur growth eas...   \n",
       "54005  refile update china cut interest rate spur gro...   \n",
       "54006           ftse mark fifth week gain china rate cut   \n",
       "54007  update japanese stock fund worldwide attract b...   \n",
       "54008  euro zone yield hit record low draghi show mor...   \n",
       "54009  european share surge china rate cut dovish ecb...   \n",
       "54010  amazon plan ad support video stream service ny...   \n",
       "54011   update fed issue rule bank  role commodity early   \n",
       "54012  update fed vow review regulatory gap bank comm...   \n",
       "54013  update walmart worker announce black friday pr...   \n",
       "54014  corrected update walmart worker announce black...   \n",
       "54015  update rb say it barely pass eu stress test ad...   \n",
       "54016   update rb admits data error european stress test   \n",
       "54017  update walmart worker announce black friday pr...   \n",
       "54018  corrected update walmart worker announce black...   \n",
       "54019              global m a deal cross trln first time   \n",
       "54020  china building south china sea island big enou...   \n",
       "54021    speculator  u dollar net long high cftc reuters   \n",
       "54022       speculator cut u.s. crude oil net longs cftc   \n",
       "54023  update european parliament prepare call google...   \n",
       "54024  update european parliament may propose search ...   \n",
       "54025  update european parliament may propose google ...   \n",
       "54026       stock wall st end record central bank action   \n",
       "54027   treasury long bond yield fall comment ecb draghi   \n",
       "54028         forex euro drop draghi raise stimulus hope   \n",
       "54029  speculator raise bullish gold stance turn net ...   \n",
       "...                                                  ...   \n",
       "54970  new rule low rate push european company risky ...   \n",
       "54971             table euro consumer inflation november   \n",
       "54972                     china spend bln infrastructure   \n",
       "54973  interview ecb nouy say bank must show they can...   \n",
       "54974  update s.korea fail sell control stake woori b...   \n",
       "54975  update s.korea fail sell control stake woori b...   \n",
       "54976               table euro unemployment data october   \n",
       "54977       hong kong yuan deposit fall pct bln yuan oct   \n",
       "54978  update china regulator draft new ipo rule cabi...   \n",
       "54979             table euro consumer inflation november   \n",
       "54980                polish gdp see pct y/y stats office   \n",
       "54981  update swedish economy grow steady ease pressu...   \n",
       "54982  eu postpones rule french italian fiscal policy...   \n",
       "54983   taiwan revise growth outlook china europe con...   \n",
       "54984    brazil economy grow pct narrow escape recession   \n",
       "54985             table euro consumer inflation november   \n",
       "54986            china raise consumption tax oil product   \n",
       "54987  central bank ca nt raise growth potential say ...   \n",
       "54988               ecb say bank return euro crisis loan   \n",
       "54989        india economic growth slow pct sept quarter   \n",
       "54990      norwegian crown hit year low oil price tumble   \n",
       "54991  se asia stock thai share malaysia lag weak oil...   \n",
       "54992  update brazil scrap recession government spending   \n",
       "54993  update brazil scrap recession government spending   \n",
       "54994  update brazil scrap recession government spending   \n",
       "54995           weak europe africa hit club med earnings   \n",
       "54996  update bid target club med hit problem europe ...   \n",
       "54997            brazil post primary surplus bln october   \n",
       "54998  update india economic growth slow pct sept qua...   \n",
       "54999  update indian growth slow less fear ease press...   \n",
       "\n",
       "                                      jp_article  similarity  dis_similarity  \\\n",
       "54000              EC 総裁 追加 緩和 可能性 言及 インフレ 期待 過度         NaN             NaN   \n",
       "54001                     中国 人民銀 予想外 利下げ 景気 てこ入れ         NaN             NaN   \n",
       "54002                     中国 人民銀 予想外 利下げ 景気 てこ入れ         NaN             NaN   \n",
       "54003                     中国 人民銀 予想外 利下げ 景気 てこ入れ         NaN             NaN   \n",
       "54004                     中国 人民銀 予想外 利下げ 景気 てこ入れ         NaN             NaN   \n",
       "54005                     中国 人民銀 予想外 利下げ 景気 てこ入れ         NaN             NaN   \n",
       "54006                 ロンドン株式市場 反発 中国 利下げ 鉱業 株 買う         NaN             NaN   \n",
       "54007        日本株 ファンド 12億 ドル 流入 首相 増税 延期 表明 バンカメ         NaN             NaN   \n",
       "54008     ユーロ圏 金融 債券市場 終盤 国債利回り 低下 EC 総裁 踏み込む 発言         NaN             NaN   \n",
       "54009              欧州 株式市場 反発 中国 利下げ EC 総裁 発言 好感         NaN             NaN   \n",
       "54010               米 アマゾン 広告 動画配信サービス 計画 NY ポスト         NaN             NaN   \n",
       "54011          米 銀 現物 商品 事業 FRB 新 規制 来年 第1四半期 公表         NaN             NaN   \n",
       "54012          米 銀 現物 商品 事業 FRB 新 規制 来年 第1四半期 公表         NaN             NaN   \n",
       "54013         米 ウォルマート 時間 従業員 Black Friday 店舗 スト         NaN             NaN   \n",
       "54014         米 ウォルマート 時間 従業員 Black Friday 店舗 スト         NaN             NaN   \n",
       "54015                   英 EC ストレステスト 誤る 情報 提出 合格         NaN             NaN   \n",
       "54016                   英 EC ストレステスト 誤る 情報 提出 合格         NaN             NaN   \n",
       "54017      再送 米 ウォルマート 時間 従業員 Black Friday 店舗 スト         NaN             NaN   \n",
       "54018      再送 米 ウォルマート 時間 従業員 Black Friday 店舗 スト         NaN             NaN   \n",
       "54019            世界 M&A 総額 7年ぶり 突破 11月 製薬 資源 けん引         NaN             NaN   \n",
       "54020              中国 南沙諸島 埋立地 空港 建設 できる 規模 軍事情報         NaN             NaN   \n",
       "54021                  表 通貨 先物 取組 CFTC 11月18日 終了         NaN             NaN   \n",
       "54022               表 エネルギー 先物 取組 CFTC 11月18日 終了         NaN             NaN   \n",
       "54023  欧州議会 検索エンジン 事業 分離 提案 Google Inc. 独占 打破 狙う         NaN             NaN   \n",
       "54024  欧州議会 検索エンジン 事業 分離 提案 Google Inc. 独占 打破 狙う         NaN             NaN   \n",
       "54025  欧州議会 検索エンジン 事業 分離 提案 Google Inc. 独占 打破 狙う         NaN             NaN   \n",
       "54026     米国 株式市場 ダウ P 終値 最 高値更新 中国 利下げ EC 緩和 期待         NaN             NaN   \n",
       "54027             米金 融 債券市場 長期 国債利回り 低下 EC 総裁 発言         NaN             NaN   \n",
       "54028         NY 外為市場 EC 総裁 発言 ユーロ 急落 ドル 117円 後半         NaN             NaN   \n",
       "54029               表 金・銀 銅 先物 取組 CFTC 11月18日 終了         NaN             NaN   \n",
       "...                                          ...         ...             ...   \n",
       "54970       アングル 欧州 企業 余剰 資金 低 金利 MMF 規制 高リスク 運用         NaN             NaN   \n",
       "54971                11月 ユーロ圏 消費者物価指数 速報値 前年比 鈍化         NaN             NaN   \n",
       "54972              中国 新た インフラ 整備 投資 鉄道 総額 83億 ドル         NaN             NaN   \n",
       "54973           ユーロ圏 不合格 銀行 持続 利益 計上 課題 EC 監督 当局         NaN             NaN   \n",
       "54974                    韓国政府 ウリィ銀行 売却 4回目 入札 不調         NaN             NaN   \n",
       "54975                    韓国政府 ウリィ銀行 売却 4回目 入札 不調         NaN             NaN   \n",
       "54976                       10月 ユーロ圏 失業率 横ばい 統計局         NaN             NaN   \n",
       "54977                       香港 10月 人民元 預金 残高 前月比         NaN             NaN   \n",
       "54978                 中国当局 制度 改革 国務院 提出 年内 詳細 公表         NaN             NaN   \n",
       "54979              ユーロ圏 11月 インフレ率 鈍化 エネルギー 価格 下落         NaN             NaN   \n",
       "54980              ポーランド 第4四半期 GDP 前年比 前後 統計局 幹部         NaN             NaN   \n",
       "54981                スウェーデン 第3四半期 GDP 前期比 予想 上回る         NaN             NaN   \n",
       "54982           仏 伊 ベルギー 15年 予算案 欧州 適否 判断 3月 先送り         NaN             NaN   \n",
       "54983          台湾 15年 成長率 輸出 予想 引き下げ 中国 欧州 経済 理由         NaN             NaN   \n",
       "54984               第3四半期 ブラジル GDP 前期比 リセッション 脱却         NaN             NaN   \n",
       "54985          ユーロ圏 11月 インフレ率 エネルギー 価格 5年ぶり 低 水準         NaN             NaN   \n",
       "54986                           中国 石油製品 消費税 引き上げ         NaN             NaN   \n",
       "54987                     中銀 潜在 成長 押し上げる 独 連銀 総裁         NaN             NaN   \n",
       "54988             欧州 銀 3年 資金 64億 ユーロ 12月3日 返済 EC         NaN             NaN   \n",
       "54989                 9月 インド GDP 前年比 前 四半期 伸び 鈍化         NaN             NaN   \n",
       "54990               ノルウェークローネ 5年ぶり 安値 原油価格 下落 嫌気         NaN             NaN   \n",
       "54991                    東南アジア 株式 タイ マレーシア 原油 下落         NaN             NaN   \n",
       "54992               第3四半期 ブラジル GDP 前期比 リセッション 脱却         NaN             NaN   \n",
       "54993               第3四半期 ブラジル GDP 前期比 リセッション 脱却         NaN             NaN   \n",
       "54994               第3四半期 ブラジル GDP 前期比 リセッション 脱却         NaN             NaN   \n",
       "54995                仏 クラブメッド 通年 営業利益 欧州 アフリカ 低迷         NaN             NaN   \n",
       "54996                仏 クラブメッド 通年 営業利益 欧州 アフリカ 低迷         NaN             NaN   \n",
       "54997                  ブラジル 基礎的財政収支 10月 6億 ドル 黒字         NaN             NaN   \n",
       "54998                       インド GDP 9月 鈍化 予想 上回る         NaN             NaN   \n",
       "54999                       インド GDP 9月 鈍化 予想 上回る         NaN             NaN   \n",
       "\n",
       "                                        en_article_wrong  \n",
       "54000               ecb say bank return euro crisis loan  \n",
       "54001  update hagel resigns u.s. defense secretary of...  \n",
       "54002            buzz aud/jpy correction underway target  \n",
       "54003  em asia fx ringgit yr low oil plunge asia fx d...  \n",
       "54004           table german season adj jobless fall nov  \n",
       "54005  brief qantas airway announce investment jetsta...  \n",
       "54006              update bt talk buy uk mobile operator  \n",
       "54007      s.korea government think warns deflation risk  \n",
       "54008  update u.s. east coast storm hamper thanksgivi...  \n",
       "54009  refile update asml disappoints investor long t...  \n",
       "54010  update european parliament may propose google ...  \n",
       "54011  s.korean win flat share edge low china induce ...  \n",
       "54012       global regulator seek way avert rule dispute  \n",
       "54013  update brazil csn namisa partner merge unit lo...  \n",
       "54014  em asia fx weak u.s. consumer sentiment firm y...  \n",
       "54015                germany not recession say schaeuble  \n",
       "54016  australian nz dlrs wane euro bounce china worr...  \n",
       "54017  update rio tinto promise big return february i...  \n",
       "54018  ecb draghi lack reform threaten permanent dive...  \n",
       "54019   airbus could shed full dassault stake end source  \n",
       "54020  update hong kong student leader arrest police ...  \n",
       "54021  update italy seal final deal sell grid asset s...  \n",
       "54022  update canada see burger king/tim hortons deci...  \n",
       "54023                 u.s. sell year note low yield oct.  \n",
       "54024  china may soon announce plan insure deposit so...  \n",
       "54025    table uk gdp unrevised business investment fall  \n",
       "54026  poll u.s. housing see steady early price gain ...  \n",
       "54027  update nigeria devalues naira pct protect fore...  \n",
       "54028  analysis brazil new economy chief will need sp...  \n",
       "54029                   u.s. treasury sell bln week bill  \n",
       "...                                                  ...  \n",
       "54970        poll india gdp growth slow pct rate cut yet  \n",
       "54971    update low expectation oil output cut opec meet  \n",
       "54972       update asml see sale bln euro moore law slow  \n",
       "54973     update eu lawmaker urge regulator break google  \n",
       "54974   number ebola case near sierra leone lose grou...  \n",
       "54975  hong kong share rise lead financials mainland ...  \n",
       "54976  update oil price fall year low opec production...  \n",
       "54977      australian share hold energy sector oil slide  \n",
       "54978  s.korea share energy shipyard firm hit oil plu...  \n",
       "54979  update aviva bln deal buy friend life pension ...  \n",
       "54980  forex dollar index rise year high euro firm vs...  \n",
       "54981   update gulf state seek block opec oil output cut  \n",
       "54982      update thomas cook say ceo harriet green step  \n",
       "54983      update bt telefonica discuss cash share deal   \n",
       "54984  s.korean share nearly flat samsung share buyba...  \n",
       "54985  opec sink energy firm cap european share rally...  \n",
       "54986                   buzz gbp/usd positive signal eye  \n",
       "54987               buzz aud/usd low china optimism wane  \n",
       "54988  forex euro rise german data ecb weidmann dolla...  \n",
       "54989  china money rate fall c.bank seek maintain amp...  \n",
       "54990  yuan open weak guidance rate first time september  \n",
       "54991  philippine c.bank say current policy supportiv...  \n",
       "54992   eu juncker survive confidence vote eu parliament  \n",
       "54993  poll canada house price rise new construction ...  \n",
       "54994  update boe scheme fail increase lend small uk ...  \n",
       "54995  china building south china sea island big enou...  \n",
       "54996       wal mart chief merchandise officer leave wsj  \n",
       "54997      bank trick blunt china drive increase lending  \n",
       "54998  update hagel resigns u.s. defense secretary of...  \n",
       "54999  chow tai fook profit fall pct weak gold produc...  \n",
       "\n",
       "[1000 rows x 5 columns]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_pairs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0\n",
      "No word: admits\n",
      "No word: king/tim\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: bln/year\n",
      "No word: bln/year\n",
      "No word: soggier\n",
      "No word: admits\n",
      "No word: pares\n",
      "No word: admits\n",
      "No word: admits\n",
      "No word: admits\n",
      "No word: comm\n",
      "No word: widens\n",
      "No word: foes\n",
      "No word: monopolist\n",
      "No word: morepoofing\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: wal\n",
      "No word: weakest\n",
      "No word: wal\n",
      "No word: dycom\n",
      "No word: nuverra\n",
      "No word: admits\n",
      "No word: admits\n",
      "No word: s.korean\n",
      "No word: infra\n",
      "No word: s.korean\n",
      "No word: competetive\n",
      "No word: streamer\n",
      "No word: k.n\n",
      "No word: apphots\n",
      "No word: s.korean\n",
      "No word: wal\n",
      "No word: abstains\n",
      "No word: abstains\n",
      "No word: s.korean\n",
      "No word: trlpc\n",
      "No word: s.korean\n",
      "No word: wal\n",
      "No word: thhan\n",
      "No word: loreal\n",
      "No word: techs\n",
      "No word: s.korean\n",
      "1000\n",
      "No word: novenber\n",
      "No word: acvitivy\n",
      "No word: acvitivy\n",
      "No word: s.korean\n",
      "No word: wrapup\n",
      "No word: s.korean\n",
      "No word: wrapup\n",
      "No word: pares\n",
      "No word: overtakes\n",
      "No word: execs\n",
      "No word: execs\n",
      "No word: uzz\n",
      "No word: wrapup\n",
      "No word: s.korean\n",
      "No word: wrapup\n",
      "No word: s.korean\n",
      "No word: unchnged\n",
      "No word: merck/newlink\n",
      "No word: merck/newlink\n",
      "No word: porn\n",
      "No word: viggle\n",
      "No word: viggle\n",
      "No word: trfn\n",
      "No word: s.korean\n",
      "No word: wal\n",
      "No word: walmarts\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: flaws\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: darkens\n",
      "No word: darkens\n",
      "No word: darkens\n",
      "No word: darkens\n",
      "No word: seachange\n",
      "No word: wrapup\n",
      "2000\n",
      "No word: comm\n",
      "No word: `administrative\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: pamper\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: risetrong\n",
      "No word: weekahead\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: ftt\n",
      "No word: rise/commodities\n",
      "No word: keeps\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: hears\n",
      "No word: dealtalk\n",
      "No word: s.korean\n",
      "No word: collectable\n",
      "No word: oilmin\n",
      "No word: oilmin\n",
      "No word: bln/yr\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: cyren\n",
      "No word: signs\n",
      "No word: wal\n",
      "No word: wal\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "3000\n",
      "No word: s.korean\n",
      "No word: wal\n",
      "No word: wal\n",
      "No word: pharm\n",
      "No word: chanceignificantly\n",
      "No word: spore\n",
      "No word: lge\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: hailing\n",
      "No word: chemocentryx\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: sonypooked\n",
      "No word: weekahead\n",
      "No word: dealtalk\n",
      "No word: dealtalk\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: sophiris\n",
      "No word: unwired\n",
      "No word: opko\n",
      "No word: sophiris\n",
      "No word: unwired\n",
      "No word: opko\n",
      "No word: wrapup\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: requiretrong\n",
      "No word: tass\n",
      "No word: surpls\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "4000\n",
      "No word: nearterm\n",
      "No word: trlpc\n",
      "No word: rangy\n",
      "No word: s.korean\n",
      "No word: racsi\n",
      "No word: s.korean\n",
      "No word: fundamentalound\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: galore\n",
      "No word: wrapup\n",
      "No word: s.korean\n",
      "No word: s.korean\n",
      "No word: woos\n",
      "No word: s.korean\n",
      "No word: rbls\n",
      "No word: sweetens\n",
      "No word: couche\n",
      "No word: tard\n",
      "No word: couche\n",
      "No word: tard\n",
      "No word: itystemically\n",
      "No word: swissy\n",
      "No word: s.korean\n",
      "No word: swissy\n",
      "No word: s.korean\n",
      "No word: broom\n",
      "No word: s.korean\n",
      "No word: kla\n",
      "No word: tencor\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: n.korean\n",
      "No word: consults\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "No word: widens\n",
      "No word: widens\n",
      "No word: s.korean\n",
      "No word: preaches\n",
      "No word: s.korean\n",
      "No word: s.sudan\n",
      "No word: violating\n",
      "No word: wrapup\n",
      "No word: wrapup\n",
      "0\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 12億\n",
      "No word: 動画配信サービス\n",
      "No word: 第1四半期\n",
      "No word: 第1四半期\n",
      "No word: 7年ぶり\n",
      "No word: 11月18日\n",
      "No word: 11月18日\n",
      "No word: 高値更新\n",
      "No word: 米金\n",
      "No word: 117円\n",
      "No word: 外為市場\n",
      "No word: 11月18日\n",
      "No word: アヴィヴァ\n",
      "No word: アヴィヴァ\n",
      "No word: アヴィヴァ\n",
      "No word: 地元紙\n",
      "No word: 地元紙\n",
      "No word: 12月25日\n",
      "No word: 6年ぶり\n",
      "No word: 警戒感\n",
      "No word: 予想外\n",
      "No word: 外為市場\n",
      "No word: 関係筋\n",
      "No word: 24日\n",
      "No word: 予想外\n",
      "No word: 警戒感\n",
      "No word: BP\n",
      "No word: 800万\n",
      "No word: 世界販売\n",
      "No word: 高値更新\n",
      "No word: コスト削減\n",
      "No word: 60ドル\n",
      "No word: 14年\n",
      "No word: 第3四半期\n",
      "No word: 地元紙\n",
      "No word: 36億\n",
      "No word: VC\n",
      "No word: 32億\n",
      "No word: 32億\n",
      "No word: 60億\n",
      "No word: 7か月\n",
      "No word: 1年\n",
      "No word: 3か月\n",
      "No word: 15年\n",
      "No word: 15年\n",
      "No word: 2015年\n",
      "No word: 2015年\n",
      "No word: 7か月\n",
      "No word: 来年6月\n",
      "No word: 7か月\n",
      "No word: 来年6月\n",
      "No word: 7か月\n",
      "No word: 来年6月\n",
      "No word: 7か月\n",
      "No word: 来年6月\n",
      "No word: 速報値\n",
      "No word: −1\n",
      "No word: 4億\n",
      "No word: 2億\n",
      "No word: 外為市場\n",
      "No word: 4年\n",
      "No word: ドル指数\n",
      "No word: 速報値\n",
      "No word: 決議案\n",
      "No word: 27日\n",
      "No word: 5億\n",
      "No word: 2年\n",
      "No word: 3割\n",
      "No word: 事業統合\n",
      "No word: 事業統合\n",
      "No word: 10年\n",
      "No word: 10万\n",
      "No word: 2年\n",
      "No word: 11か月\n",
      "No word: 6億\n",
      "No word: 速報値\n",
      "No word: −1\n",
      "No word: 速報値\n",
      "No word: 50億\n",
      "No word: 外為市場\n",
      "No word: 財務長官\n",
      "No word: 外為市場\n",
      "No word: 目標達成\n",
      "No word: 目標達成\n",
      "No word: 3億\n",
      "No word: 60ドル\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 19ドル\n",
      "No word: BUZZ\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 100億\n",
      "No word: 20年\n",
      "No word: 100億\n",
      "No word: 20年\n",
      "No word: 100億\n",
      "No word: 20年\n",
      "No word: 100億\n",
      "No word: 20年\n",
      "No word: 100億\n",
      "No word: 20年\n",
      "No word: BUZZ\n",
      "No word: 14年\n",
      "No word: BUZZ\n",
      "No word: 2015年\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 中曽\n",
      "No word: 30万\n",
      "No word: 30万\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 事業拡大\n",
      "No word: BUZZ\n",
      "No word: 台湾株式市場\n",
      "No word: 4億\n",
      "No word: 4億\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 14日\n",
      "No word: 4度目\n",
      "No word: 21日\n",
      "No word: 21日\n",
      "No word: 21日\n",
      "No word: 関係筋\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 不起訴\n",
      "No word: 不起訴\n",
      "No word: 不起訴\n",
      "No word: 不起訴\n",
      "No word: 不起訴\n",
      "No word: 不起訴\n",
      "No word: 不起訴\n",
      "No word: 不起訴\n",
      "No word: 不起訴\n",
      "No word: 不起訴\n",
      "No word: 不起訴\n",
      "No word: 不起訴\n",
      "No word: 不起訴\n",
      "No word: BUZZ\n",
      "No word: 危険性\n",
      "No word: 15年\n",
      "No word: 3年\n",
      "No word: 5億\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 25日\n",
      "No word: 第3四半期\n",
      "No word: 2年\n",
      "No word: 前年比\n",
      "No word: 大幅増\n",
      "No word: 3年\n",
      "No word: 危険性\n",
      "No word: 韓国政府系\n",
      "No word: 2か月\n",
      "No word: 6年ぶり\n",
      "No word: 前年比\n",
      "No word: 外為市場\n",
      "No word: インド高速鉄道計画\n",
      "No word: 第3四半期\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 前年比\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 第3四半期\n",
      "No word: 速報値\n",
      "No word: 前期比\n",
      "No word: 前年比\n",
      "No word: 改定値\n",
      "No word: 1700人\n",
      "No word: 年末商戦\n",
      "No word: 第3四半期\n",
      "No word: 速報値\n",
      "No word: 改定値\n",
      "No word: DIY\n",
      "No word: DIY\n",
      "No word: 金利上昇\n",
      "No word: 関係筋\n",
      "No word: 30億\n",
      "No word: SAMSUNG\n",
      "No word: 前月比\n",
      "No word: 60億\n",
      "No word: 60億\n",
      "No word: 前年比\n",
      "No word: 中間決算\n",
      "No word: 珠宝\n",
      "No word: インド高速鉄道計画\n",
      "No word: 4年ぶり\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 7日\n",
      "No word: 1年半\n",
      "No word: 7か月\n",
      "No word: 中間決算\n",
      "No word: 珠宝\n",
      "No word: 中間決算\n",
      "No word: 珠宝\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 3週間\n",
      "No word: 3日\n",
      "No word: 第4四半期\n",
      "No word: 24億\n",
      "No word: 第3四半期\n",
      "No word: 6期\n",
      "No word: 第4四半期\n",
      "No word: 5年ぶり\n",
      "No word: 1年間\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 改定値\n",
      "No word: 4年ぶり\n",
      "No word: 前月比\n",
      "No word: 関係筋\n",
      "No word: 銀位\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 改定値\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 改定値\n",
      "No word: 第3四半期\n",
      "No word: 改定値\n",
      "No word: 外為市場\n",
      "No word: ドル指数\n",
      "No word: 改定値\n",
      "No word: 第4四半期\n",
      "No word: 前年比\n",
      "No word: 2年ぶり\n",
      "No word: 前年比\n",
      "No word: 2年ぶり\n",
      "No word: 年末商戦\n",
      "No word: 10万\n",
      "No word: 第3四半期\n",
      "No word: 4倍\n",
      "No word: 2年\n",
      "No word: 4週間\n",
      "No word: 5年\n",
      "No word: 米国法人\n",
      "No word: 60万\n",
      "No word: 過去最低\n",
      "No word: 減産合意\n",
      "No word: 減産合意\n",
      "No word: 減産合意\n",
      "No word: 減産合意\n",
      "No word: 減産合意\n",
      "No word: 減産合意\n",
      "No word: 3回目\n",
      "No word: 第3四半期\n",
      "No word: 2015年\n",
      "No word: 2001年\n",
      "No word: 2001年\n",
      "No word: 米国法人\n",
      "No word: 米金\n",
      "No word: 5年\n",
      "No word: 外為市場\n",
      "No word: 外為市場\n",
      "No word: 米金\n",
      "No word: 5年\n",
      "No word: 法人向け\n",
      "No word: 法人向け\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 1年\n",
      "No word: 2か月\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 4億\n",
      "No word: 前月比\n",
      "No word: 12月11日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 第3四半期\n",
      "No word: 2014年\n",
      "No word: BUZZ\n",
      "No word: 59円\n",
      "No word: 法人向け\n",
      "No word: BUZZ\n",
      "No word: 悲観的\n",
      "No word: 5年\n",
      "No word: 第3四半期\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 16年\n",
      "No word: 第3四半期\n",
      "No word: 52人\n",
      "No word: 24人\n",
      "No word: BUZZ\n",
      "No word: 台湾株式市場\n",
      "No word: 2人\n",
      "No word: 年末商戦\n",
      "No word: 契約更新\n",
      "No word: 69ドル\n",
      "No word: 過去最高\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: 通行再開\n",
      "No word: 来年以降\n",
      "No word: 26日\n",
      "No word: BUZZ\n",
      "No word: 1年間\n",
      "No word: 外為市場\n",
      "No word: 8か月\n",
      "No word: 2014年\n",
      "No word: 6000人\n",
      "No word: 3億\n",
      "No word: 目標達成\n",
      "No word: 前年比\n",
      "No word: 関係筋\n",
      "No word: 26日\n",
      "No word: 関係筋\n",
      "No word: 26日\n",
      "No word: 前年比\n",
      "No word: 関係筋\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 5日\n",
      "No word: 金融株\n",
      "No word: 第3四半期\n",
      "No word: 2013年\n",
      "No word: 5日\n",
      "No word: 金融株\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 3年\n",
      "No word: 20億\n",
      "No word: 第1四半期\n",
      "No word: 9か月\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 前年比\n",
      "No word: 改定値\n",
      "No word: 前年比\n",
      "No word: 第1四半期\n",
      "No word: 第3四半期\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 改定値\n",
      "No word: 短期的\n",
      "No word: 短期的\n",
      "No word: 6日\n",
      "No word: 外為市場\n",
      "No word: 4年ぶり\n",
      "No word: 91日\n",
      "No word: 48億\n",
      "No word: 第3四半期\n",
      "No word: 速報値\n",
      "No word: 改定値\n",
      "No word: 30日\n",
      "No word: 30日\n",
      "No word: 第1四半期\n",
      "No word: 2015年\n",
      "No word: 第1四半期\n",
      "No word: 2015年\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 改定値\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: 前月比\n",
      "No word: 30万\n",
      "No word: 予想外\n",
      "No word: 4か月\n",
      "No word: 過去最高\n",
      "No word: 5億\n",
      "No word: 負担軽減\n",
      "No word: 7年ぶり\n",
      "No word: 外為市場\n",
      "No word: 7年\n",
      "No word: 7年\n",
      "No word: 27日\n",
      "No word: 8億\n",
      "No word: 2002年\n",
      "No word: 7年\n",
      "No word: 昨年10月\n",
      "No word: 米金\n",
      "No word: 高値更新\n",
      "No word: 7日\n",
      "No word: 12月1日\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 外為市場\n",
      "No word: 外為市場\n",
      "No word: 高値更新\n",
      "No word: 外為市場\n",
      "No word: 高値更新\n",
      "No word: 米金\n",
      "No word: 27日\n",
      "No word: 27日\n",
      "No word: 27日\n",
      "No word: 27日\n",
      "No word: 27日\n",
      "No word: 27日\n",
      "No word: 2日\n",
      "No word: 2日\n",
      "No word: 2日\n",
      "No word: 外為市場\n",
      "No word: 2週間\n",
      "No word: 2週間\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 負担増\n",
      "No word: 負担増\n",
      "No word: 2002年\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: 長期化\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: 長期化\n",
      "No word: 予想外\n",
      "No word: 第3四半期\n",
      "No word: 10か月\n",
      "No word: BUZZ\n",
      "No word: 2日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 59円\n",
      "No word: BUZZ\n",
      "No word: 前月比\n",
      "No word: 4か月\n",
      "No word: BUZZ\n",
      "No word: 2ドル\n",
      "No word: 11月25日\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 2億\n",
      "No word: トイザらス\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 第3四半期\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: 日本勢\n",
      "No word: 事業統合\n",
      "No word: 燃\n",
      "No word: 大幅上昇\n",
      "No word: 予想外\n",
      "No word: BUZZ\n",
      "No word: コスト削減\n",
      "No word: 関係筋\n",
      "No word: 予想外\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 第3四半期\n",
      "No word: 前年比\n",
      "No word: 半年ぶり\n",
      "No word: BUZZ\n",
      "No word: 4か月\n",
      "No word: 4か月\n",
      "No word: 7億\n",
      "No word: 600万\n",
      "No word: 第3四半期\n",
      "No word: 前年比\n",
      "No word: 5年ぶり\n",
      "No word: 16年\n",
      "No word: 関係筋\n",
      "No word: 前年比\n",
      "No word: SAMSUNG\n",
      "No word: SAMSUNG\n",
      "No word: 第3四半期\n",
      "No word: 27日\n",
      "No word: インフラ投資\n",
      "No word: 台湾株式市場\n",
      "No word: BUZZ\n",
      "No word: 2016年\n",
      "No word: BUZZ\n",
      "No word: 外為市場\n",
      "No word: 大幅上昇\n",
      "No word: 8割\n",
      "No word: 高級感\n",
      "No word: コスト削減\n",
      "No word: コスト削減\n",
      "No word: 20人\n",
      "No word: 6日\n",
      "No word: 前年比\n",
      "No word: 第4四半期\n",
      "No word: 25ドル\n",
      "No word: 前年比\n",
      "No word: 下落率\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 改定値\n",
      "No word: 6日\n",
      "No word: 関係筋\n",
      "No word: 前月比\n",
      "No word: 4万人\n",
      "No word: 伝統的\n",
      "No word: 関係筋\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 過去最低\n",
      "No word: 4万人\n",
      "No word: 予想外\n",
      "No word: 前年比\n",
      "No word: 10年\n",
      "No word: 過去最低\n",
      "No word: 国2\n",
      "No word: 国2\n",
      "No word: 国2\n",
      "No word: 国2\n",
      "No word: 2週間\n",
      "No word: 15年\n",
      "No word: 4年\n",
      "No word: 前年比\n",
      "No word: 決議案\n",
      "No word: 決議案\n",
      "No word: 決議案\n",
      "No word: 関係筋\n",
      "No word: 2か月\n",
      "No word: 過去最低\n",
      "No word: 30年\n",
      "No word: 2017年\n",
      "No word: 13人\n",
      "No word: 5年ぶり\n",
      "No word: 4年ぶり\n",
      "No word: 6ドル\n",
      "No word: 4年ぶり\n",
      "No word: 6ドル\n",
      "No word: 4年ぶり\n",
      "No word: 6ドル\n",
      "No word: 4年ぶり\n",
      "No word: 6ドル\n",
      "No word: 4年ぶり\n",
      "No word: 6ドル\n",
      "No word: 4年ぶり\n",
      "No word: 6ドル\n",
      "No word: 4年ぶり\n",
      "No word: 6ドル\n",
      "No word: 4年ぶり\n",
      "No word: 6ドル\n",
      "No word: 4年ぶり\n",
      "No word: 6ドル\n",
      "No word: 4年ぶり\n",
      "No word: 6ドル\n",
      "No word: 4年ぶり\n",
      "No word: 6ドル\n",
      "No word: 4年ぶり\n",
      "No word: 6ドル\n",
      "No word: 4年ぶり\n",
      "No word: 6ドル\n",
      "No word: 4年ぶり\n",
      "No word: 6ドル\n",
      "No word: 10年\n",
      "No word: 過去最低\n",
      "No word: 11日\n",
      "No word: 前月比\n",
      "No word: 過去最多\n",
      "No word: 2002年\n",
      "No word: supli\n",
      "No word: 不透明感\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: 決議案\n",
      "No word: 決議案\n",
      "No word: 決議案\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: 59円\n",
      "No word: BUZZ\n",
      "No word: 予想外\n",
      "No word: 第3四半期\n",
      "No word: 84億\n",
      "No word: 通関業務\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 2億\n",
      "No word: BUZZ\n",
      "No word: 100ドル\n",
      "No word: 100ドル\n",
      "No word: 予想外\n",
      "No word: 関係筋\n",
      "No word: 世界的\n",
      "No word: BUZZ\n",
      "No word: 4か月\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: 台湾株式市場\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: コスト削減\n",
      "No word: 高値更新\n",
      "No word: 7日\n",
      "No word: 2年ぶり\n",
      "No word: 戦々恐々\n",
      "No word: 5年ぶり\n",
      "No word: 28日\n",
      "No word: 7週間\n",
      "No word: 来月2日\n",
      "No word: 前年割れ\n",
      "No word: 19か月\n",
      "No word: 前年割れ\n",
      "No word: 19か月\n",
      "No word: 外為市場\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 4年ぶり\n",
      "No word: 7日\n",
      "No word: 2年ぶり\n",
      "No word: 大幅上昇\n",
      "No word: 予想外\n",
      "No word: 前月比\n",
      "No word: 7日\n",
      "No word: 7日\n",
      "No word: 2015年\n",
      "No word: 7日\n",
      "No word: 7日\n",
      "No word: 2年\n",
      "No word: 13年\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 83億\n",
      "No word: 4回目\n",
      "No word: 4回目\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 第4四半期\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 15年\n",
      "No word: 適否\n",
      "No word: 15年\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 5年ぶり\n",
      "No word: 3年\n",
      "No word: 64億\n",
      "No word: 12月3日\n",
      "No word: 前年比\n",
      "No word: 5年ぶり\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 6億\n",
      "1000\n",
      "No word: 12月14日\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 20年ぶり\n",
      "No word: 5年\n",
      "No word: 3年ぶり\n",
      "No word: 48億\n",
      "No word: 外為市場\n",
      "No word: 関係筋\n",
      "No word: フレゼニウス\n",
      "No word: 提案撤回\n",
      "No word: 買い物客\n",
      "No word: 過去最低\n",
      "No word: 買い物客\n",
      "No word: 2週\n",
      "No word: 関係筋\n",
      "No word: 第1四半期\n",
      "No word: 65ドル\n",
      "No word: 67億\n",
      "No word: 外為市場\n",
      "No word: 外為市場\n",
      "No word: 米金\n",
      "No word: 26日\n",
      "No word: 11億\n",
      "No word: 15人\n",
      "No word: 50万\n",
      "No word: 50万\n",
      "No word: 20年\n",
      "No word: 50万\n",
      "No word: 50万\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: BUZZ\n",
      "No word: 59円\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: 47.5\n",
      "No word: BUZZ\n",
      "No word: 18人\n",
      "No word: 18人\n",
      "No word: 18人\n",
      "No word: 18人\n",
      "No word: 18人\n",
      "No word: 18人\n",
      "No word: 18人\n",
      "No word: 関係筋\n",
      "No word: 1日\n",
      "No word: 関係筋\n",
      "No word: 1日\n",
      "No word: 68ドル\n",
      "No word: 10ドル\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 6か月\n",
      "No word: 6か月\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 改定値\n",
      "No word: 6か月\n",
      "No word: 改定値\n",
      "No word: 6か月\n",
      "No word: 関係筋\n",
      "No word: 8か月\n",
      "No word: 8か月\n",
      "No word: 7週間\n",
      "No word: 大行\n",
      "No word: 不透明感\n",
      "No word: 3か月\n",
      "No word: 台湾株式市場\n",
      "No word: 4日\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: BUZZ\n",
      "No word: 6週間\n",
      "No word: BUZZ\n",
      "No word: 過去最低\n",
      "No word: 前年比\n",
      "No word: 警戒感\n",
      "No word: 2年ぶり\n",
      "No word: 3か月\n",
      "No word: 1日\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 6か月\n",
      "No word: 5年ぶり\n",
      "No word: 1年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 改定値\n",
      "No word: 13年\n",
      "No word: −1\n",
      "No word: 不透明感\n",
      "No word: 改定値\n",
      "No word: 13年\n",
      "No word: 改定値\n",
      "No word: 13年\n",
      "No word: 第3四半期\n",
      "No word: 効率化\n",
      "No word: 改定値\n",
      "No word: 13年\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 5年ぶり\n",
      "No word: 関係筋\n",
      "No word: 3億\n",
      "No word: 3億\n",
      "No word: AB\n",
      "No word: 関係筋\n",
      "No word: 1億\n",
      "No word: 速報値\n",
      "No word: −1\n",
      "No word: 改定値\n",
      "No word: 10か月\n",
      "No word: 外為市場\n",
      "No word: 1年後\n",
      "No word: VOD\n",
      "No word: 1週\n",
      "No word: 68億\n",
      "No word: 1年ぶり\n",
      "No word: 8億\n",
      "No word: 米金\n",
      "No word: 7日\n",
      "No word: 年末商戦\n",
      "No word: 全面安\n",
      "No word: 米金\n",
      "No word: 7日\n",
      "No word: 年末商戦\n",
      "No word: 全面安\n",
      "No word: 外為市場\n",
      "No word: 11月25日\n",
      "No word: 米金\n",
      "No word: 7日\n",
      "No word: 11月25日\n",
      "No word: 2008年\n",
      "No word: 外為市場\n",
      "No word: 年末商戦\n",
      "No word: 全面安\n",
      "No word: BUZZ\n",
      "No word: 4回\n",
      "No word: 3か月\n",
      "No word: 2000年\n",
      "No word: 4日\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 2013年\n",
      "No word: 警戒感\n",
      "No word: 9億\n",
      "No word: 9億\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: 149円\n",
      "No word: BUZZ\n",
      "No word: 59円\n",
      "No word: BUZZ\n",
      "No word: 当局者\n",
      "No word: 6億\n",
      "No word: 10か月\n",
      "No word: 6億\n",
      "No word: 10か月\n",
      "No word: BUZZ\n",
      "No word: 第3四半期\n",
      "No word: 前月比\n",
      "No word: 25ドル\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 英政府\n",
      "No word: 前年比\n",
      "No word: 2人\n",
      "No word: 900人\n",
      "No word: 900人\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: 活発化\n",
      "No word: 第3四半期\n",
      "No word: 第3四半期\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 台湾株式市場\n",
      "No word: 4年ぶり\n",
      "No word: 1990年\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 13年\n",
      "No word: 前年比\n",
      "No word: 関係筋\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 2日\n",
      "No word: 前年比\n",
      "No word: 安邦\n",
      "No word: 3か月\n",
      "No word: 光ファイバ\n",
      "No word: インフラ投資\n",
      "No word: 来年3月\n",
      "No word: アヴィヴァ\n",
      "No word: 56億\n",
      "No word: 出生前\n",
      "No word: 関係筋\n",
      "No word: 前月比\n",
      "No word: 1年ぶり\n",
      "No word: 7日\n",
      "No word: 46億\n",
      "No word: 大幅高\n",
      "No word: 光ファイバ\n",
      "No word: 2014年\n",
      "No word: 3年ぶり\n",
      "No word: 前月比\n",
      "No word: 関係筋\n",
      "No word: 前月比\n",
      "No word: 5か月\n",
      "No word: 2013年\n",
      "No word: 2か月\n",
      "No word: 副長官\n",
      "No word: 米大統領\n",
      "No word: 副長官\n",
      "No word: 米大統領\n",
      "No word: 副長官\n",
      "No word: 米大統領\n",
      "No word: 副長官\n",
      "No word: 米大統領\n",
      "No word: 副長官\n",
      "No word: 米大統領\n",
      "No word: 副長官\n",
      "No word: 米大統領\n",
      "No word: 2年\n",
      "No word: 外為市場\n",
      "No word: 4年\n",
      "No word: 目標達成\n",
      "No word: 4週間\n",
      "No word: 5週\n",
      "No word: 3人\n",
      "No word: 3億\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: 2014年\n",
      "No word: 米金\n",
      "No word: 2015年\n",
      "No word: 2003年\n",
      "No word: 2003年\n",
      "No word: 2003年\n",
      "No word: 2003年\n",
      "No word: 2003年\n",
      "No word: 米金\n",
      "No word: 高値更新\n",
      "No word: 前年比\n",
      "No word: 関係筋\n",
      "No word: 高値更新\n",
      "No word: 外為市場\n",
      "No word: 高値更新\n",
      "No word: 米金\n",
      "No word: BUZZ\n",
      "No word: 全面高\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前月比\n",
      "No word: 2014年\n",
      "No word: 2014年\n",
      "No word: 2014年\n",
      "No word: 2014年\n",
      "No word: 2年\n",
      "No word: 2年\n",
      "No word: 自治政府\n",
      "No word: 自治政府\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: 副長官\n",
      "No word: 副長官\n",
      "No word: 副長官\n",
      "No word: 副長官\n",
      "No word: 副長官\n",
      "No word: 副長官\n",
      "No word: BUZZ\n",
      "No word: 2か月\n",
      "No word: BUZZ\n",
      "No word: 3日\n",
      "No word: 9日\n",
      "No word: ツイッター上\n",
      "No word: 不適切利用\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 95億\n",
      "No word: 95億\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: BUZZ\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: 3人\n",
      "No word: 米金\n",
      "No word: 法的措置\n",
      "No word: 融子\n",
      "No word: 日本勢\n",
      "No word: 日本勢\n",
      "No word: ブレイナード\n",
      "No word: BUZZ\n",
      "No word: 14年\n",
      "No word: 15年\n",
      "No word: 32億\n",
      "No word: 9.\n",
      "No word: 2年\n",
      "No word: 15年\n",
      "No word: 第3四半期\n",
      "No word: 前年比\n",
      "No word: 33ドル\n",
      "No word: BUZZ\n",
      "No word: 2年\n",
      "No word: BUZZ\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 70ドル\n",
      "No word: −3\n",
      "No word: 5億\n",
      "No word: 契約締結\n",
      "No word: 5億\n",
      "No word: 契約締結\n",
      "No word: 過去最高\n",
      "No word: 牛ひき肉\n",
      "No word: 牛ひき肉\n",
      "No word: 前年比\n",
      "No word: −1\n",
      "No word: 前年比\n",
      "No word: 4年ぶり\n",
      "No word: 2014年\n",
      "No word: 伸び率\n",
      "No word: 台湾株式市場\n",
      "No word: 32億\n",
      "No word: 台湾株式市場\n",
      "No word: BUZZ\n",
      "No word: 外為市場\n",
      "No word: 2か月\n",
      "No word: 3年ぶり\n",
      "No word: 3年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 3日\n",
      "No word: ドル高\n",
      "No word: 前年比\n",
      "No word: 4か月\n",
      "No word: ドル高\n",
      "No word: 5か月\n",
      "No word: BUZZ\n",
      "No word: 影響力\n",
      "No word: BUZZ\n",
      "No word: 影響力\n",
      "No word: 悲観的\n",
      "No word: 長期化\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 前年比\n",
      "No word: 5年\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 1年ぶり\n",
      "No word: 2015年\n",
      "No word: 2015年\n",
      "No word: 1年\n",
      "No word: 改定値\n",
      "No word: 4か月\n",
      "No word: 12月1日\n",
      "No word: 7億\n",
      "No word: 医療用大麻\n",
      "No word: 1年\n",
      "No word: −1\n",
      "No word: 改定値\n",
      "No word: 4か月\n",
      "No word: 国泰\n",
      "No word: 改定値\n",
      "No word: 16か月\n",
      "No word: 前月比\n",
      "No word: 5年\n",
      "No word: 過去最低\n",
      "No word: 過去最低\n",
      "No word: 8万人\n",
      "No word: 第3四半期\n",
      "No word: 改定値\n",
      "No word: 第3四半期\n",
      "No word: 改定値\n",
      "No word: 8万人\n",
      "No word: −1\n",
      "No word: 改定値\n",
      "No word: −1\n",
      "No word: 関係筋\n",
      "No word: 150ドル\n",
      "No word: 5年間\n",
      "No word: 63億\n",
      "No word: 5年間\n",
      "No word: 63億\n",
      "No word: 5年間\n",
      "No word: 63億\n",
      "No word: −1\n",
      "No word: バラク・オバマ\n",
      "No word: 3か月\n",
      "No word: 13年ぶり\n",
      "No word: 外為市場\n",
      "No word: 短期的\n",
      "No word: 短期的\n",
      "No word: 短期的\n",
      "No word: 短期的\n",
      "No word: 短期的\n",
      "No word: 短期的\n",
      "No word: 10年\n",
      "No word: 3億\n",
      "No word: 米金\n",
      "No word: 高値更新\n",
      "No word: 関係筋\n",
      "No word: Pictures\n",
      "No word: Sony\n",
      "No word: 関係筋\n",
      "No word: Pictures\n",
      "No word: Sony\n",
      "No word: 関係筋\n",
      "No word: Pictures\n",
      "No word: Sony\n",
      "No word: 関係筋\n",
      "No word: Pictures\n",
      "No word: Sony\n",
      "No word: 4日\n",
      "No word: 数百人\n",
      "No word: 高値更新\n",
      "No word: 米金\n",
      "No word: ブレイナード\n",
      "No word: 外為市場\n",
      "No word: 120円\n",
      "No word: 米金\n",
      "No word: 高値更新\n",
      "No word: 高値更新\n",
      "No word: 6日\n",
      "No word: 外為市場\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 3週間\n",
      "No word: BUZZ\n",
      "No word: 3週間\n",
      "No word: BUZZ\n",
      "No word: 2012年\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 前年比\n",
      "No word: 改定値\n",
      "No word: BUZZ\n",
      "No word: 9期\n",
      "No word: 9期\n",
      "No word: BUZZ\n",
      "No word: 90円\n",
      "No word: 米大統領\n",
      "No word: 指導部\n",
      "No word: 目標達成\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: Pictures\n",
      "No word: Sony\n",
      "No word: 関係筋\n",
      "No word: Pictures\n",
      "No word: Sony\n",
      "No word: 関係筋\n",
      "No word: Pictures\n",
      "No word: Sony\n",
      "No word: 関係筋\n",
      "No word: Pictures\n",
      "No word: Sony\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: 23億\n",
      "No word: 前月比\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: ドル高\n",
      "No word: 米紙\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: 50年ぶり\n",
      "No word: 50年ぶり\n",
      "No word: 50年ぶり\n",
      "No word: 50年ぶり\n",
      "No word: 50年ぶり\n",
      "No word: 英政府\n",
      "No word: 来年4月\n",
      "No word: 英政府\n",
      "No word: 来年4月\n",
      "No word: 英政府\n",
      "No word: 来年4月\n",
      "No word: BUZZ\n",
      "No word: 台湾株式市場\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: ドル高\n",
      "No word: 副長官\n",
      "No word: 関係筋\n",
      "No word: 3人\n",
      "No word: 外為市場\n",
      "No word: 3か月\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 米大統領\n",
      "No word: 次期大統領\n",
      "No word: 第3四半期\n",
      "No word: 第4四半期\n",
      "No word: 関係筋\n",
      "No word: 31ドル\n",
      "No word: 6年ぶり\n",
      "No word: 4日\n",
      "No word: 金融株\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 14年\n",
      "No word: 3日\n",
      "No word: 優先課題\n",
      "No word: 2期目\n",
      "No word: 新線\n",
      "No word: 第3四半期\n",
      "No word: 16億\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 伊紙\n",
      "No word: 前年比\n",
      "No word: 2度目\n",
      "No word: 前年比\n",
      "No word: 関係筋\n",
      "No word: 7年ぶり\n",
      "No word: 前年比\n",
      "No word: 1年\n",
      "No word: 3か月\n",
      "No word: 関係筋\n",
      "No word: 関係筋\n",
      "No word: コスト削減\n",
      "No word: 48億\n",
      "No word: 48億\n",
      "No word: 48億\n",
      "No word: 18ドル\n",
      "No word: 外為市場\n",
      "No word: 120円\n",
      "No word: 間延び\n",
      "No word: 再検討\n",
      "No word: 30年\n",
      "No word: 11日\n",
      "No word: 2015年\n",
      "No word: 反対派\n",
      "No word: 反対派\n",
      "No word: 反対派\n",
      "No word: 反対派\n",
      "No word: 関係筋\n",
      "No word: 5日\n",
      "No word: 米大統領\n",
      "No word: 最大規模\n",
      "No word: 最大規模\n",
      "No word: 最大規模\n",
      "No word: 4億\n",
      "No word: 40億\n",
      "No word: 米金\n",
      "No word: 反対派\n",
      "No word: 外為市場\n",
      "No word: 120円\n",
      "No word: 3日\n",
      "No word: 8億\n",
      "No word: 米金\n",
      "No word: 4年\n",
      "No word: 2度目\n",
      "No word: 外為市場\n",
      "No word: 120円\n",
      "No word: 100万\n",
      "No word: BUZZ\n",
      "No word: 12億\n",
      "No word: 3日\n",
      "No word: BUZZ\n",
      "No word: 13日\n",
      "No word: 3億\n",
      "No word: 9.\n",
      "No word: BUZZ\n",
      "No word: 16年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 8日\n",
      "No word: 関係筋\n",
      "No word: 6週\n",
      "2000\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: 15億\n",
      "No word: BUZZ\n",
      "No word: 前月比\n",
      "No word: 9.\n",
      "No word: 前月比\n",
      "No word: 9.\n",
      "No word: 過去最高\n",
      "No word: 3年連続\n",
      "No word: BUZZ\n",
      "No word: 4回\n",
      "No word: 前年比\n",
      "No word: 1年ぶり\n",
      "No word: 57ドル\n",
      "No word: 18ドル\n",
      "No word: 関係筋\n",
      "No word: 10億\n",
      "No word: サービス開始\n",
      "No word: BUZZ\n",
      "No word: 200日\n",
      "No word: 5ドル\n",
      "No word: 中国バブル\n",
      "No word: 2016年\n",
      "No word: ブレイナード\n",
      "No word: ブレイナード\n",
      "No word: 台湾株式市場\n",
      "No word: 台湾株式市場\n",
      "No word: 1年半\n",
      "No word: 14年\n",
      "No word: 外為市場\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 内需株\n",
      "No word: 前年比\n",
      "No word: 5年ぶり\n",
      "No word: 5日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 50万\n",
      "No word: 2020年\n",
      "No word: 23万人\n",
      "No word: 23万人\n",
      "No word: 23万人\n",
      "No word: 23万人\n",
      "No word: 23万人\n",
      "No word: 3分の1\n",
      "No word: 前月比\n",
      "No word: 18か月\n",
      "No word: 2015年\n",
      "No word: 5年\n",
      "No word: 5年\n",
      "No word: 5年\n",
      "No word: 15年\n",
      "No word: 15年\n",
      "No word: 2015年\n",
      "No word: 2015年\n",
      "No word: 第3四半期\n",
      "No word: 改定値\n",
      "No word: 1年\n",
      "No word: 第1四半期\n",
      "No word: 過去最高\n",
      "No word: 第3四半期\n",
      "No word: 改定値\n",
      "No word: SAMSUNG\n",
      "No word: 100ドル\n",
      "No word: 10年ぶり\n",
      "No word: 前年比\n",
      "No word: 1万人\n",
      "No word: 大幅増\n",
      "No word: 2012年\n",
      "No word: 大幅増\n",
      "No word: 2012年\n",
      "No word: 前月比\n",
      "No word: 大幅増\n",
      "No word: 3年ぶり\n",
      "No word: 大幅増\n",
      "No word: 3年ぶり\n",
      "No word: 大幅増\n",
      "No word: 3年ぶり\n",
      "No word: 大幅増\n",
      "No word: 3年ぶり\n",
      "No word: 大幅増\n",
      "No word: 3年ぶり\n",
      "No word: 3億\n",
      "No word: 外為市場\n",
      "No word: 121円\n",
      "No word: 3か月\n",
      "No word: 前月比\n",
      "No word: 及第点\n",
      "No word: きた\n",
      "No word: 過去最低\n",
      "No word: 大幅増\n",
      "No word: 3年ぶり\n",
      "No word: 大幅増\n",
      "No word: 3年ぶり\n",
      "No word: 大幅増\n",
      "No word: 3年ぶり\n",
      "No word: 大幅増\n",
      "No word: 3年ぶり\n",
      "No word: 大幅増\n",
      "No word: 3年ぶり\n",
      "No word: 商品情報\n",
      "No word: 高品質\n",
      "No word: 5億\n",
      "No word: 3億\n",
      "No word: 15日\n",
      "No word: 12月2日\n",
      "No word: 12月2日\n",
      "No word: 12月2日\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 関係筋\n",
      "No word: 2018年\n",
      "No word: 平昌\n",
      "No word: 10年\n",
      "No word: 1年ぶり\n",
      "No word: 1年\n",
      "No word: 業績改善\n",
      "No word: 第3四半期\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: 14円\n",
      "No word: BUZZ\n",
      "No word: 1万人\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: 15年\n",
      "No word: 70ドル\n",
      "No word: 4分\n",
      "No word: 第2四半期\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 業績改善\n",
      "No word: 業績改善\n",
      "No word: BUZZ\n",
      "No word: 伝統的\n",
      "No word: BUZZ\n",
      "No word: 第1四半期\n",
      "No word: BUZZ\n",
      "No word: 1年\n",
      "No word: 11か月\n",
      "No word: 過去最高\n",
      "No word: 契約更新\n",
      "No word: 契約更新\n",
      "No word: BUZZ\n",
      "No word: ドル安\n",
      "No word: −1\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 7億\n",
      "No word: BUZZ\n",
      "No word: 過熱感\n",
      "No word: 4年\n",
      "No word: ガソリン価格\n",
      "No word: 5月上旬\n",
      "No word: 1ドル\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 予想外\n",
      "No word: 警戒感\n",
      "No word: 予想外\n",
      "No word: 警戒感\n",
      "No word: 予想外\n",
      "No word: 警戒感\n",
      "No word: 台湾株式市場\n",
      "No word: 81億\n",
      "No word: ドル高\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: 11億\n",
      "No word: 関係筋\n",
      "No word: 11億\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 190円\n",
      "No word: 11年\n",
      "No word: 1週間\n",
      "No word: 8日\n",
      "No word: 予想外\n",
      "No word: 警戒感\n",
      "No word: 予想外\n",
      "No word: 警戒感\n",
      "No word: 予想外\n",
      "No word: 警戒感\n",
      "No word: 2番\n",
      "No word: 前年比\n",
      "No word: 7か月\n",
      "No word: 前月比\n",
      "No word: 来年3月\n",
      "No word: 前年比\n",
      "No word: 第4四半期\n",
      "No word: 2015年\n",
      "No word: 前月比\n",
      "No word: 2011年\n",
      "No word: 第4四半期\n",
      "No word: 前月比\n",
      "No word: 外為市場\n",
      "No word: 外為市場\n",
      "No word: 第1四半期\n",
      "No word: ドル高\n",
      "No word: 2011年\n",
      "No word: 第3四半期\n",
      "No word: 前年比\n",
      "No word: 7か月\n",
      "No word: 65ドル\n",
      "No word: 関係筋\n",
      "No word: 6年ぶり\n",
      "No word: 第3四半期\n",
      "No word: 6年ぶり\n",
      "No word: 第3四半期\n",
      "No word: 9日\n",
      "No word: BP\n",
      "No word: 関係筋\n",
      "No word: 5年ぶり\n",
      "No word: 日中\n",
      "No word: 3週間\n",
      "No word: 関係筋\n",
      "No word: 高校2年\n",
      "No word: プレイステーション・ストア\n",
      "No word: リアズ\n",
      "No word: 日中\n",
      "No word: 高校2年\n",
      "No word: 高校2年\n",
      "No word: 高校2年\n",
      "No word: 加州\n",
      "No word: 35億\n",
      "No word: BUZZ\n",
      "No word: ドル高\n",
      "No word: 9日\n",
      "No word: 9日\n",
      "No word: 9日\n",
      "No word: 9日\n",
      "No word: 9日\n",
      "No word: 9日\n",
      "No word: 外為市場\n",
      "No word: プレイステーション・ストア\n",
      "No word: プレイステーション・ストア\n",
      "No word: BUZZ\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 日中\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 契約更新\n",
      "No word: 2か月\n",
      "No word: 10億\n",
      "No word: 10億\n",
      "No word: 9億\n",
      "No word: 外為市場\n",
      "No word: 米金\n",
      "No word: 30年\n",
      "No word: 1週間\n",
      "No word: 外為市場\n",
      "No word: 外為市場\n",
      "No word: 米金\n",
      "No word: 6年ぶり\n",
      "No word: 下落率\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2015年度\n",
      "No word: BUZZ\n",
      "No word: 2015年\n",
      "No word: 9日\n",
      "No word: 2人\n",
      "No word: 当局者\n",
      "No word: BUZZ\n",
      "No word: 世界販売\n",
      "No word: BUZZ\n",
      "No word: 10日\n",
      "No word: 9日\n",
      "No word: 9日\n",
      "No word: 前年同期\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 6億\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: 5人\n",
      "No word: 9.\n",
      "No word: 11日\n",
      "No word: BUZZ\n",
      "No word: ドル高\n",
      "No word: 1200兆円\n",
      "No word: ドル高\n",
      "No word: 1200兆円\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 15年\n",
      "No word: 45ドル\n",
      "No word: 第2弾\n",
      "No word: 4件\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 華潤置地\n",
      "No word: 台湾株式市場\n",
      "No word: 4年ぶり\n",
      "No word: 地元紙\n",
      "No word: 11日\n",
      "No word: 2008年\n",
      "No word: 3か月\n",
      "No word: 12億\n",
      "No word: 2015年\n",
      "No word: 10ドル\n",
      "No word: ライフサイエンス\n",
      "No word: BUZZ\n",
      "No word: 一本\n",
      "No word: BUZZ\n",
      "No word: 15年\n",
      "No word: 15年\n",
      "No word: 11日\n",
      "No word: BUZZ\n",
      "No word: 2年ぶり\n",
      "No word: 15年\n",
      "No word: BUZZ\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 9日\n",
      "No word: 15件\n",
      "No word: BUZZ\n",
      "No word: 長期化\n",
      "No word: 11日\n",
      "No word: 11日\n",
      "No word: 11日\n",
      "No word: 5日\n",
      "No word: 19億\n",
      "No word: 2009年\n",
      "No word: BUZZ\n",
      "No word: 2年ぶり\n",
      "No word: 2015年度\n",
      "No word: 14億\n",
      "No word: 5年ぶり\n",
      "No word: 13億\n",
      "No word: 1月12日\n",
      "No word: 46億\n",
      "No word: 5年ぶり\n",
      "No word: 2年ぶり\n",
      "No word: 2億\n",
      "No word: 2015年\n",
      "No word: 運転手\n",
      "No word: 運転手\n",
      "No word: 運転手\n",
      "No word: 運転手\n",
      "No word: 予想外\n",
      "No word: 前月比\n",
      "No word: 前年比\n",
      "No word: 4年\n",
      "No word: 10億\n",
      "No word: 7日\n",
      "No word: 21億\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 6週間\n",
      "No word: BUZZ\n",
      "No word: 10億\n",
      "No word: 10億\n",
      "No word: 8年ぶり\n",
      "No word: 前月比\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 13年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 27億\n",
      "No word: BUZZ\n",
      "No word: 外為市場\n",
      "No word: 118円\n",
      "No word: 米通\n",
      "No word: 業績悪化\n",
      "No word: 3年\n",
      "No word: BUZZ\n",
      "No word: 来年9月\n",
      "No word: 4億\n",
      "No word: 第4四半期\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 円買い\n",
      "No word: 9年ぶり\n",
      "No word: 来年6月\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 過去最高\n",
      "No word: BUZZ\n",
      "No word: ブロードコム\n",
      "No word: 2015年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 第3四半期\n",
      "No word: BUZZ\n",
      "No word: ドル高\n",
      "No word: 来年6月\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 27か月\n",
      "No word: 11日\n",
      "No word: 2040年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前月比\n",
      "No word: 10か月\n",
      "No word: 1億\n",
      "No word: 2014年\n",
      "No word: 関係筋\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 11日\n",
      "No word: 追加利上げ\n",
      "No word: 関係筋\n",
      "No word: 大幅増\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: 上昇基調\n",
      "No word: BUZZ\n",
      "No word: 指導部\n",
      "No word: 指導部\n",
      "No word: 指導部\n",
      "No word: 9日\n",
      "No word: 前年比\n",
      "No word: 5年ぶり\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 警戒感\n",
      "No word: 指導部\n",
      "No word: 指導部\n",
      "No word: 指導部\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: 10年\n",
      "No word: 10年\n",
      "No word: 台湾株式市場\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 3週間\n",
      "No word: 3週間\n",
      "No word: 3週間\n",
      "No word: 3週間\n",
      "No word: 8年ぶり\n",
      "No word: 8年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 87億\n",
      "No word: BUZZ\n",
      "No word: インフラ投資\n",
      "No word: 指導部\n",
      "No word: 指導部\n",
      "No word: 指導部\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 15年\n",
      "No word: 10日\n",
      "No word: 円高\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 3週間\n",
      "No word: 6億\n",
      "No word: 4億\n",
      "No word: 8日\n",
      "No word: 法人向け\n",
      "No word: 予想外\n",
      "No word: 前月比\n",
      "No word: 第3四半期\n",
      "No word: 前年比\n",
      "No word: 外為市場\n",
      "No word: 第3四半期\n",
      "No word: 前年比\n",
      "No word: 改定値\n",
      "No word: 物価上昇\n",
      "No word: 10億\n",
      "No word: 7か月\n",
      "No word: 2億\n",
      "No word: 14年\n",
      "No word: 50億\n",
      "No word: 50億\n",
      "No word: 50億\n",
      "No word: 10億\n",
      "No word: 10億\n",
      "No word: 大幅上昇\n",
      "No word: 2015年\n",
      "No word: BUZZ\n",
      "No word: 2015年\n",
      "No word: 2015年\n",
      "No word: 生存者\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 米石\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 第2四半期\n",
      "No word: 外為市場\n",
      "No word: 3日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: クリスピー\n",
      "No word: BUZZ\n",
      "No word: 2016年\n",
      "No word: 2016年\n",
      "No word: 5年\n",
      "No word: 2010年\n",
      "No word: 3日\n",
      "No word: 3億\n",
      "No word: BUZZ\n",
      "No word: 3日\n",
      "No word: 11か月\n",
      "No word: 9年\n",
      "No word: 2億\n",
      "No word: BUZZ\n",
      "No word: 米金\n",
      "No word: 10年\n",
      "No word: 米金\n",
      "No word: 10年\n",
      "No word: 主要3指数\n",
      "No word: 外為市場\n",
      "No word: 3日\n",
      "No word: 外為市場\n",
      "No word: 3日\n",
      "No word: 主要3指数\n",
      "No word: 第3四半期\n",
      "No word: 米金\n",
      "No word: 10年\n",
      "No word: 主要3指数\n",
      "No word: 外為市場\n",
      "No word: 3日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: 11日\n",
      "No word: 11日\n",
      "No word: BUZZ\n",
      "No word: 29円\n",
      "No word: 15年\n",
      "No word: 発売日\n",
      "No word: 3000人\n",
      "No word: BUZZ\n",
      "No word: 50円\n",
      "No word: 400万\n",
      "No word: グッドリッチ\n",
      "No word: グッドリッチ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前月比\n",
      "No word: 27万人\n",
      "No word: 1年半\n",
      "No word: 2016年\n",
      "No word: 6年\n",
      "No word: 2016年\n",
      "No word: 6年\n",
      "No word: BUZZ\n",
      "No word: 24ドル\n",
      "No word: 55日\n",
      "No word: 2.0\n",
      "No word: BUZZ\n",
      "No word: 2014年\n",
      "No word: 1999年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2015年\n",
      "No word: 90ドル\n",
      "No word: 大幅増\n",
      "No word: 11日\n",
      "No word: 第2弾\n",
      "No word: 12億\n",
      "No word: 台湾株式市場\n",
      "No word: 1次\n",
      "No word: 15ドル\n",
      "No word: −3\n",
      "No word: 2015年度\n",
      "No word: 40ドル\n",
      "No word: 2015年\n",
      "No word: 世界的\n",
      "No word: 予想外\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: 2014年\n",
      "No word: 5週間\n",
      "No word: 5週間\n",
      "No word: 関係筋\n",
      "No word: 14年\n",
      "No word: 5週間\n",
      "No word: 5週間\n",
      "No word: 3億\n",
      "No word: 来年12月\n",
      "No word: 生産能力\n",
      "No word: 54億\n",
      "No word: BUZZ\n",
      "3000\n",
      "No word: 11日\n",
      "No word: 15年\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: 前年比\n",
      "No word: 関係筋\n",
      "No word: 14年\n",
      "No word: 9か月\n",
      "No word: 下落率\n",
      "No word: 前年比\n",
      "No word: 外為市場\n",
      "No word: IE\n",
      "No word: F-15\n",
      "No word: BR\n",
      "No word: 11日\n",
      "No word: 11日\n",
      "No word: 48億\n",
      "No word: 9日\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 改定値\n",
      "No word: 3日\n",
      "No word: 前月比\n",
      "No word: 米紙\n",
      "No word: 9か月\n",
      "No word: 11ドル\n",
      "No word: 関係筋\n",
      "No word: 16年\n",
      "No word: 2014年\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 4億\n",
      "No word: 2回\n",
      "No word: 5年\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 透明性\n",
      "No word: 来年8月\n",
      "No word: 15年\n",
      "No word: VR\n",
      "No word: 1月11日\n",
      "No word: 17年\n",
      "No word: 1月11日\n",
      "No word: 2回\n",
      "No word: 第2弾\n",
      "No word: 第2弾\n",
      "No word: 透明性\n",
      "No word: 来年8月\n",
      "No word: 透明性\n",
      "No word: 来年8月\n",
      "No word: 透明性\n",
      "No word: 来年8月\n",
      "No word: 第2四半期\n",
      "No word: しない\n",
      "No word: 1年ぶり\n",
      "No word: −1\n",
      "No word: 前月比\n",
      "No word: 2011年\n",
      "No word: −1\n",
      "No word: 2年\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 外為市場\n",
      "No word: 市場予想\n",
      "No word: 2015年\n",
      "No word: 4億\n",
      "No word: 4億\n",
      "No word: 4億\n",
      "No word: 2015年\n",
      "No word: 17億\n",
      "No word: 情報システム\n",
      "No word: BUZZ\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 第3四半期\n",
      "No word: 3年ぶり\n",
      "No word: 米大統領\n",
      "No word: BUZZ\n",
      "No word: 10年ぶり\n",
      "No word: 11か月\n",
      "No word: 29年\n",
      "No word: 58億\n",
      "No word: 米金\n",
      "No word: 30年\n",
      "No word: 年末商戦\n",
      "No word: 外為市場\n",
      "No word: 200万\n",
      "No word: 3億\n",
      "No word: 米金\n",
      "No word: 6年ぶり\n",
      "No word: 30年\n",
      "No word: 年末商戦\n",
      "No word: 年末商戦\n",
      "No word: 米金\n",
      "No word: 6年ぶり\n",
      "No word: 30年\n",
      "No word: 7週\n",
      "No word: 外為市場\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 10日\n",
      "No word: 10日\n",
      "No word: 7億\n",
      "No word: 30年\n",
      "No word: 13年\n",
      "No word: BUZZ\n",
      "No word: 25円\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2日\n",
      "No word: 20日\n",
      "No word: 15年\n",
      "No word: 10億\n",
      "No word: 第2弾\n",
      "No word: 第2弾\n",
      "No word: 50億\n",
      "No word: 生産能力\n",
      "No word: 2倍\n",
      "No word: 50億\n",
      "No word: 生産能力\n",
      "No word: 2倍\n",
      "No word: BUZZ\n",
      "No word: 上昇基調\n",
      "No word: BUZZ\n",
      "No word: 2日\n",
      "No word: 20日\n",
      "No word: 第3四半期\n",
      "No word: 1年間\n",
      "No word: 2015年\n",
      "No word: BUZZ\n",
      "No word: 58ドル\n",
      "No word: 58ドル\n",
      "No word: 58ドル\n",
      "No word: 58ドル\n",
      "No word: 58ドル\n",
      "No word: 58ドル\n",
      "No word: 58ドル\n",
      "No word: 58ドル\n",
      "No word: 58ドル\n",
      "No word: 58ドル\n",
      "No word: 58ドル\n",
      "No word: 58ドル\n",
      "No word: 58ドル\n",
      "No word: 58ドル\n",
      "No word: 200万\n",
      "No word: BUZZ\n",
      "No word: 6年ぶり\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: BUZZ\n",
      "No word: 44ドル\n",
      "No word: 44ドル\n",
      "No word: 44ドル\n",
      "No word: BUZZ\n",
      "No word: 15年\n",
      "No word: サウスウエスト航空\n",
      "No word: 4ドル\n",
      "No word: 3か月\n",
      "No word: BUZZ\n",
      "No word: 重篤\n",
      "No word: BUZZ\n",
      "No word: 台湾株式市場\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 第3四半期\n",
      "No word: 9年ぶり\n",
      "No word: 2015年度\n",
      "No word: 2015年度\n",
      "No word: 2015年度\n",
      "No word: 2015年度\n",
      "No word: 2015年度\n",
      "No word: 2日\n",
      "No word: 外為市場\n",
      "No word: 外為市場\n",
      "No word: 14億\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 関係筋\n",
      "No word: 映画館\n",
      "No word: BUZZ\n",
      "No word: ドル安\n",
      "No word: 前年比\n",
      "No word: 6年ぶり\n",
      "No word: 12日\n",
      "No word: 金利上昇\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 第4四半期\n",
      "No word: 陰る\n",
      "No word: 達成時期\n",
      "No word: プチ\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 10日\n",
      "No word: 97億\n",
      "No word: 10日\n",
      "No word: 97億\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 5年ぶり\n",
      "No word: 来年3月\n",
      "No word: 前年比\n",
      "No word: 重要性\n",
      "No word: 重要性\n",
      "No word: 52種\n",
      "No word: 52種\n",
      "No word: 5年\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 関係筋\n",
      "No word: 3か月\n",
      "No word: 2年\n",
      "No word: 関係筋\n",
      "No word: 2億\n",
      "No word: 前月比\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 7億\n",
      "No word: 12日\n",
      "No word: 前年比\n",
      "No word: 1000万\n",
      "No word: 5年\n",
      "No word: 前月比\n",
      "No word: 3年\n",
      "No word: 17日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 高値更新\n",
      "No word: BUZZ\n",
      "No word: −1\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: 0.2%\n",
      "No word: 速報値\n",
      "No word: −1\n",
      "No word: BUZZ\n",
      "No word: 前月比\n",
      "No word: 0.2%\n",
      "No word: 速報値\n",
      "No word: 8年ぶり\n",
      "No word: 2015年\n",
      "No word: 2016年\n",
      "No word: BUZZ\n",
      "No word: 外為市場\n",
      "No word: 11年ぶり\n",
      "No word: 事業統合\n",
      "No word: 事業統合\n",
      "No word: 事業統合\n",
      "No word: 3年\n",
      "No word: 過去最低\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 5年ぶり\n",
      "No word: 関係筋\n",
      "No word: 8年ぶり\n",
      "No word: 8年ぶり\n",
      "No word: 8年ぶり\n",
      "No word: 3億\n",
      "No word: 2015年\n",
      "No word: バラク・オバマ\n",
      "No word: 外為市場\n",
      "No word: 米金\n",
      "No word: 関係筋\n",
      "No word: 10月下旬\n",
      "No word: 2015年\n",
      "No word: 2015年\n",
      "No word: 2015年度\n",
      "No word: 2015年度\n",
      "No word: 2015年度\n",
      "No word: 2015年度\n",
      "No word: 2015年度\n",
      "No word: 2015年度\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2015年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 29円\n",
      "No word: BUZZ\n",
      "No word: 100億\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 首脳会議\n",
      "No word: BUZZ\n",
      "No word: 12日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 87億\n",
      "No word: シドニー・オペラハウス\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 高値圏\n",
      "No word: 先週末\n",
      "No word: 大幅増\n",
      "No word: 6か月\n",
      "No word: 5年ぶり\n",
      "No word: BUZZ\n",
      "No word: 20日\n",
      "No word: 前月比\n",
      "No word: 前月比\n",
      "No word: BUZZ\n",
      "No word: 辞職勧告\n",
      "No word: 公民権\n",
      "No word: BUZZ\n",
      "No word: 3年ぶり\n",
      "No word: 18年\n",
      "No word: 5日\n",
      "No word: 金融株\n",
      "No word: BUZZ\n",
      "No word: 14年\n",
      "No word: 前年割れ\n",
      "No word: 台湾株式市場\n",
      "No word: 台湾株式市場\n",
      "No word: 数年\n",
      "No word: 24人\n",
      "No word: 24人\n",
      "No word: 24人\n",
      "No word: 24人\n",
      "No word: 24人\n",
      "No word: 24人\n",
      "No word: 24人\n",
      "No word: 24人\n",
      "No word: 1998年\n",
      "No word: BUZZ\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2ドル\n",
      "No word: 2013年\n",
      "No word: 43億\n",
      "No word: BUZZ\n",
      "No word: 外為市場\n",
      "No word: 10か月\n",
      "No word: 前年比\n",
      "No word: 金融株\n",
      "No word: 金融株\n",
      "No word: BUZZ\n",
      "No word: 17日\n",
      "No word: BUZZ\n",
      "No word: 17日\n",
      "No word: 金融株\n",
      "No word: 金融株\n",
      "No word: 3人\n",
      "No word: 6億\n",
      "No word: 1998年\n",
      "No word: 3年\n",
      "No word: 10億\n",
      "No word: 前年比\n",
      "No word: 需要拡大\n",
      "No word: 前年比\n",
      "No word: 5年\n",
      "No word: 2013年\n",
      "No word: 利益率\n",
      "No word: 38億\n",
      "No word: 22億\n",
      "No word: 15日\n",
      "No word: 16年ぶり\n",
      "No word: 前年比\n",
      "No word: 5年\n",
      "No word: 75億\n",
      "No word: 5日\n",
      "No word: 5日\n",
      "No word: 300人\n",
      "No word: 1か月\n",
      "No word: 2回目\n",
      "No word: 11か月\n",
      "No word: 11か月\n",
      "No word: 11か月\n",
      "No word: 前年比\n",
      "No word: 配送所\n",
      "No word: 半年ぶり\n",
      "No word: 関係筋\n",
      "No word: ドル高\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: お知らせ\n",
      "No word: 87億\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: −1\n",
      "No word: −3\n",
      "No word: 一部店舗\n",
      "No word: −1\n",
      "No word: BUZZ\n",
      "No word: 1000人\n",
      "No word: 2年ぶり\n",
      "No word: 2015年\n",
      "No word: 2015年\n",
      "No word: 2010年\n",
      "No word: 予想外\n",
      "No word: 予想外\n",
      "No word: 2人\n",
      "No word: 1人\n",
      "No word: 5年\n",
      "No word: 2010年\n",
      "No word: 10年\n",
      "No word: 過去最低\n",
      "No word: BUZZ\n",
      "No word: 38ドル\n",
      "No word: 49ドル\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 6ドル\n",
      "No word: 50ドル\n",
      "No word: 18か月\n",
      "No word: 18か月\n",
      "No word: 18か月\n",
      "No word: 3人\n",
      "No word: 4人\n",
      "No word: 56億\n",
      "No word: 3人\n",
      "No word: 4人\n",
      "No word: 3人\n",
      "No word: 4人\n",
      "No word: 3人\n",
      "No word: 4人\n",
      "No word: 3人\n",
      "No word: 4人\n",
      "No word: 3人\n",
      "No word: 4人\n",
      "No word: 3人\n",
      "No word: 4人\n",
      "No word: 3人\n",
      "No word: 4人\n",
      "No word: 3人\n",
      "No word: 4人\n",
      "No word: 3人\n",
      "No word: 4人\n",
      "No word: 3人\n",
      "No word: 4人\n",
      "No word: 3人\n",
      "No word: 4人\n",
      "No word: 下落率\n",
      "No word: 1998年\n",
      "No word: 下落率\n",
      "No word: 1998年\n",
      "No word: 下落率\n",
      "No word: 1998年\n",
      "No word: 下落率\n",
      "No word: 1998年\n",
      "No word: 下落率\n",
      "No word: 1998年\n",
      "No word: BUZZ\n",
      "No word: 1年ぶり\n",
      "No word: 9億\n",
      "No word: 米金\n",
      "No word: 30年\n",
      "No word: 米金\n",
      "No word: 30年\n",
      "No word: 外為市場\n",
      "No word: 米金\n",
      "No word: 30年\n",
      "No word: 2人\n",
      "No word: 4人\n",
      "No word: 2人\n",
      "No word: 4人\n",
      "No word: 2人\n",
      "No word: 4人\n",
      "No word: 2人\n",
      "No word: 4人\n",
      "No word: 2人\n",
      "No word: 4人\n",
      "No word: 2人\n",
      "No word: 4人\n",
      "No word: 2人\n",
      "No word: 4人\n",
      "No word: 2人\n",
      "No word: 4人\n",
      "No word: 2人\n",
      "No word: 4人\n",
      "No word: 2人\n",
      "No word: 4人\n",
      "No word: 2人\n",
      "No word: 4人\n",
      "No word: BUZZ\n",
      "No word: 91ドル\n",
      "No word: 91ドル\n",
      "No word: 91ドル\n",
      "No word: 91ドル\n",
      "No word: 91ドル\n",
      "No word: 91ドル\n",
      "No word: 91ドル\n",
      "No word: 91ドル\n",
      "No word: 91ドル\n",
      "No word: 91ドル\n",
      "No word: 91ドル\n",
      "No word: BUZZ\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 外為市場\n",
      "No word: 外為市場\n",
      "No word: 否定発言\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 11日\n",
      "No word: 5億\n",
      "No word: 5億\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2015年\n",
      "No word: 市場予想\n",
      "No word: 2015年\n",
      "No word: 市場予想\n",
      "No word: BUZZ\n",
      "No word: 98円\n",
      "No word: 黒字化\n",
      "No word: BUZZ\n",
      "No word: 黒字化\n",
      "No word: 19億\n",
      "No word: BUZZ\n",
      "No word: 1年半\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 15年\n",
      "No word: BUZZ\n",
      "No word: 3人\n",
      "No word: 11本\n",
      "No word: 7か月\n",
      "No word: 速報値\n",
      "No word: 第3四半期\n",
      "No word: 過去最高\n",
      "No word: 1年ぶり\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: 16年ぶり\n",
      "No word: 7か月\n",
      "No word: 速報値\n",
      "No word: 11億\n",
      "No word: 2015年\n",
      "No word: 前年比\n",
      "No word: 対中\n",
      "No word: BUZZ\n",
      "No word: 7か月\n",
      "No word: 速報値\n",
      "No word: 7か月\n",
      "No word: 速報値\n",
      "No word: 7か月\n",
      "No word: 速報値\n",
      "No word: 7か月\n",
      "No word: 速報値\n",
      "No word: 7か月\n",
      "No word: 速報値\n",
      "No word: 2か月\n",
      "No word: AB\n",
      "No word: 5ドル\n",
      "No word: 台湾株式市場\n",
      "No word: BUZZ\n",
      "No word: 16年ぶり\n",
      "No word: 2013年\n",
      "No word: 良さ\n",
      "No word: BUZZ\n",
      "No word: 13年\n",
      "No word: 前年比\n",
      "No word: 対中\n",
      "No word: 6日\n",
      "No word: 4年\n",
      "No word: 13か月\n",
      "No word: 1週間\n",
      "No word: 1週間\n",
      "No word: 4年\n",
      "No word: 国交省\n",
      "No word: 20年\n",
      "No word: 女性実業家\n",
      "No word: 外為市場\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 関連法案\n",
      "No word: 関連法案\n",
      "No word: 5週間\n",
      "No word: 前月比\n",
      "No word: 過去最高\n",
      "No word: 6日\n",
      "No word: 10か月\n",
      "No word: 関係筋\n",
      "No word: 37億\n",
      "No word: 83億\n",
      "No word: 24億\n",
      "No word: 12日\n",
      "No word: 米大統領\n",
      "No word: 2011年\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 60ドル\n",
      "No word: 5年ぶり\n",
      "No word: 全面高\n",
      "No word: 2011年\n",
      "No word: 安邦\n",
      "No word: BUZZ\n",
      "No word: 大幅高\n",
      "No word: 長期化\n",
      "No word: 速報値\n",
      "No word: 速報値\n",
      "No word: 前年比\n",
      "No word: 97億\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: 2002年\n",
      "No word: 1年\n",
      "No word: 速報値\n",
      "No word: 2番\n",
      "No word: 16日\n",
      "No word: 2015年\n",
      "No word: 84人\n",
      "No word: 84人\n",
      "No word: 84人\n",
      "No word: 84人\n",
      "No word: 84人\n",
      "No word: 84人\n",
      "No word: 84人\n",
      "No word: 前年比\n",
      "No word: 12年ぶり\n",
      "No word: 11年ぶり\n",
      "No word: 前年比\n",
      "No word: 12年ぶり\n",
      "No word: 15年\n",
      "No word: 2014年\n",
      "No word: 2009年\n",
      "No word: 59ドル\n",
      "No word: 2009年\n",
      "No word: 59ドル\n",
      "No word: 2009年\n",
      "No word: 59ドル\n",
      "No word: 2009年\n",
      "No word: 59ドル\n",
      "No word: 2009年\n",
      "No word: 59ドル\n",
      "No word: 2009年\n",
      "No word: 59ドル\n",
      "No word: 2009年\n",
      "No word: 59ドル\n",
      "No word: 2009年\n",
      "No word: 59ドル\n",
      "No word: 2009年\n",
      "No word: 59ドル\n",
      "No word: 126人\n",
      "No word: 前年比\n",
      "No word: 15年\n",
      "No word: 2年\n",
      "No word: BUZZ\n",
      "No word: 予想外\n",
      "No word: 50万\n",
      "No word: 速報値\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: BUZZ\n",
      "No word: 速報値\n",
      "No word: 安定化\n",
      "No word: 2週間\n",
      "No word: BUZZ\n",
      "No word: 第1四半期\n",
      "No word: 関係筋\n",
      "No word: 前期比\n",
      "No word: 外為市場\n",
      "No word: 1998年\n",
      "No word: 1998年\n",
      "No word: 1998年\n",
      "No word: 1998年\n",
      "No word: 1998年\n",
      "No word: 10年ぶり\n",
      "No word: 130人\n",
      "No word: 130人\n",
      "No word: 130人\n",
      "No word: 130人\n",
      "No word: 130人\n",
      "No word: 130人\n",
      "No word: 130人\n",
      "No word: 2015年\n",
      "No word: 2015年\n",
      "No word: 過去最低\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 情報流出\n",
      "No word: 情報流出\n",
      "No word: 2億\n",
      "No word: 5年\n",
      "No word: 4週間\n",
      "No word: 米金\n",
      "No word: 2年ぶり\n",
      "No word: 30年\n",
      "4000\n",
      "No word: 3日\n",
      "No word: 米金\n",
      "No word: 2年ぶり\n",
      "No word: 30年\n",
      "No word: 3日\n",
      "No word: 米金\n",
      "No word: 2年ぶり\n",
      "No word: 30年\n",
      "No word: 外為市場\n",
      "No word: 3日\n",
      "No word: 不透明感\n",
      "No word: 不透明感\n",
      "No word: 不透明感\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 6年ぶり\n",
      "No word: 第3四半期\n",
      "No word: BUZZ\n",
      "No word: 6日\n",
      "No word: BUZZ\n",
      "No word: 6日\n",
      "No word: BUZZ\n",
      "No word: 次期大統領\n",
      "No word: 次期大統領\n",
      "No word: 次期大統領\n",
      "No word: 次期大統領\n",
      "No word: 次期大統領\n",
      "No word: 関連法案\n",
      "No word: 関連法案\n",
      "No word: BUZZ\n",
      "No word: 76円\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 36円\n",
      "No word: 15年\n",
      "No word: 市場予想\n",
      "No word: 15年\n",
      "No word: 市場予想\n",
      "No word: 15年\n",
      "No word: 市場予想\n",
      "No word: BUZZ\n",
      "No word: 1年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 4か月\n",
      "No word: 30億\n",
      "No word: 17日\n",
      "No word: 1回\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: 7億\n",
      "No word: BUZZ\n",
      "No word: 3年連続\n",
      "No word: 70億\n",
      "No word: 15年\n",
      "No word: 19ドル\n",
      "No word: 14年\n",
      "No word: 業績悪化\n",
      "No word: 国泰\n",
      "No word: BUZZ\n",
      "No word: 100億\n",
      "No word: ウニクレディト\n",
      "No word: BUZZ\n",
      "No word: 55ドル\n",
      "No word: BUZZ\n",
      "No word: 18日\n",
      "No word: 4年\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: 台湾株式市場\n",
      "No word: 第4四半期\n",
      "No word: BUZZ\n",
      "No word: 第4四半期\n",
      "No word: 2015年\n",
      "No word: 実施予定\n",
      "No word: 目標達成\n",
      "No word: 目標達成\n",
      "No word: 目標達成\n",
      "No word: 4年\n",
      "No word: 業種別\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: ボーイング777\n",
      "No word: 第4四半期\n",
      "No word: 55ドル\n",
      "No word: BUZZ\n",
      "No word: 物価上昇\n",
      "No word: グラマン\n",
      "No word: 18億\n",
      "No word: 60ドル\n",
      "No word: 1か月\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 7日\n",
      "No word: 10年\n",
      "No word: 10年\n",
      "No word: 1ドル\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 関連法案\n",
      "No word: 17日\n",
      "No word: 20ドル\n",
      "No word: 外為市場\n",
      "No word: 当局者\n",
      "No word: 正式発表\n",
      "No word: 2.0\n",
      "No word: 序曲\n",
      "No word: 序曲\n",
      "No word: 15日\n",
      "No word: 61億\n",
      "No word: 業績悪化\n",
      "No word: 業績悪化\n",
      "No word: 2.0\n",
      "No word: 3年\n",
      "No word: 70億\n",
      "No word: 大幅上昇\n",
      "No word: 大幅上昇\n",
      "No word: 大幅上昇\n",
      "No word: 大幅上昇\n",
      "No word: 2015年\n",
      "No word: 2002年\n",
      "No word: 2015年\n",
      "No word: 17日\n",
      "No word: 前年比\n",
      "No word: 改定値\n",
      "No word: 前月比\n",
      "No word: 0.2%\n",
      "No word: 0.3%\n",
      "No word: 第3四半期\n",
      "No word: 前年比\n",
      "No word: 外為市場\n",
      "No word: 改定値\n",
      "No word: 関係筋\n",
      "No word: 当局者\n",
      "No word: 21日\n",
      "No word: 49億\n",
      "No word: 98日\n",
      "No word: 2015年\n",
      "No word: 外為市場\n",
      "No word: 7日\n",
      "No word: 関係筋\n",
      "No word: JOY\n",
      "No word: 3回\n",
      "No word: 3回\n",
      "No word: 3回\n",
      "No word: 3回\n",
      "No word: BUZZ\n",
      "No word: 10億\n",
      "No word: 第3四半期\n",
      "No word: 6億\n",
      "No word: 前月比\n",
      "No word: −1\n",
      "No word: 前月比\n",
      "No word: 6年ぶり\n",
      "No word: 伸び率\n",
      "No word: 6年ぶり\n",
      "No word: 伸び率\n",
      "No word: 6年ぶり\n",
      "No word: 伸び率\n",
      "No word: 6年ぶり\n",
      "No word: 伸び率\n",
      "No word: コスト削減\n",
      "No word: コスト削減\n",
      "No word: 首脳会議\n",
      "No word: BUZZ\n",
      "No word: 7000人\n",
      "No word: BUZZ\n",
      "No word: 外為市場\n",
      "No word: 過去最低\n",
      "No word: 米大統領\n",
      "No word: 50年ぶり\n",
      "No word: 1回\n",
      "No word: 米大統領\n",
      "No word: 過去最低\n",
      "No word: 8億\n",
      "No word: 1年ぶり\n",
      "No word: 2015年\n",
      "No word: 来年6月\n",
      "No word: それ以降\n",
      "No word: 来年6月\n",
      "No word: それ以降\n",
      "No word: 来年6月\n",
      "No word: それ以降\n",
      "No word: 来年6月\n",
      "No word: それ以降\n",
      "No word: 昨年10月\n",
      "No word: 大幅高\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 全面高\n",
      "No word: 昨年10月\n",
      "No word: 大幅高\n",
      "No word: 米金\n",
      "No word: 外為市場\n",
      "No word: 全面高\n",
      "No word: 6日\n",
      "No word: 来年10月\n",
      "No word: 昨年10月\n",
      "No word: 大幅高\n",
      "No word: BUZZ\n",
      "No word: 2010年\n",
      "No word: 第3四半期\n",
      "No word: 前期比\n",
      "No word: 前年比\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 大幅上昇\n",
      "No word: BUZZ\n",
      "No word: 15年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 19ドル\n",
      "No word: BUZZ\n",
      "No word: 2015年\n",
      "No word: 2割\n",
      "No word: 過去最高\n",
      "No word: 過去最高\n",
      "No word: 過去最高\n",
      "No word: ジニス\n",
      "No word: 来年6月\n",
      "No word: BUZZ\n",
      "No word: 安定化\n",
      "No word: 第3四半期\n",
      "No word: 前年比\n",
      "No word: 前年比\n",
      "No word: −3\n",
      "No word: BUZZ\n",
      "No word: 第3四半期\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2倍\n",
      "No word: ソウル市\n",
      "No word: 4年\n",
      "No word: 3か月\n",
      "No word: 前年比\n",
      "No word: −3\n",
      "No word: BUZZ\n",
      "No word: 4年\n",
      "No word: BUZZ\n",
      "No word: 首脳会議\n",
      "No word: アイルランド製\n",
      "No word: 販売価格\n",
      "No word: 7日\n",
      "No word: 過去最高\n",
      "No word: 台湾株式市場\n",
      "No word: 当局者\n",
      "No word: 当局者\n",
      "No word: 米大統領\n",
      "No word: 大幅高\n",
      "No word: 自動車業界\n",
      "No word: 資本流出\n",
      "No word: 資本流出\n",
      "No word: 資本流出\n",
      "No word: 7日\n",
      "No word: 2015年\n",
      "No word: 大幅上昇\n",
      "No word: BUZZ\n",
      "No word: 36億\n",
      "No word: 事業拡大\n",
      "No word: 販売開始\n",
      "No word: 35億\n",
      "No word: 前年比\n",
      "No word: −3\n",
      "No word: 前年比\n",
      "No word: −3\n",
      "No word: 前年比\n",
      "No word: −3\n",
      "No word: 外為市場\n",
      "No word: 5か月\n",
      "No word: 18日\n",
      "No word: 2015年\n",
      "No word: 金融株\n",
      "No word: 75億\n",
      "No word: 16日\n",
      "No word: 英政府\n",
      "No word: 金融株\n",
      "No word: 15年\n",
      "No word: 第3四半期\n",
      "No word: 前年比\n",
      "No word: 2年\n",
      "No word: 前年比\n",
      "No word: 大幅増\n",
      "No word: 2004年\n",
      "No word: 690万\n",
      "No word: 2年\n",
      "No word: 2年\n",
      "No word: 前年比\n",
      "No word: 大幅増\n",
      "No word: 2004年\n",
      "No word: 4週間\n",
      "No word: BUZZ\n",
      "No word: 2週間\n",
      "No word: 17日\n",
      "No word: 速報値\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: 前月比\n",
      "No word: 下落率\n",
      "No word: 下落率\n",
      "No word: 下落率\n",
      "No word: 外為市場\n",
      "No word: 速報値\n",
      "No word: 24日\n",
      "No word: 2年\n",
      "No word: 7年\n",
      "No word: 2015年\n",
      "No word: 2015年\n",
      "No word: 2年\n",
      "No word: 2008年\n",
      "No word: 22日\n",
      "No word: 4週間\n",
      "No word: 2015年\n",
      "No word: 2015年\n",
      "No word: 将来的\n",
      "No word: 4年\n",
      "No word: 4か月\n",
      "No word: 7億\n",
      "No word: 米金\n",
      "No word: 200万\n",
      "No word: 1億\n",
      "No word: 17日\n",
      "No word: 29億\n",
      "No word: 外為市場\n",
      "No word: 米金\n",
      "No word: 52億\n",
      "No word: 外為市場\n",
      "No word: −1\n",
      "No word: −1\n",
      "No word: BUZZ\n",
      "No word: 17日\n",
      "No word: BUZZ\n",
      "No word: 15年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2日\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 2014年\n",
      "No word: 年末商戦\n",
      "No word: 9か月\n",
      "No word: BUZZ\n",
      "No word: 公民権\n",
      "No word: 3か月\n",
      "No word: 副長官\n",
      "No word: 4か月\n",
      "No word: 172人\n",
      "No word: 172人\n",
      "No word: 172人\n",
      "No word: 89億\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 4か月\n",
      "No word: 業績改善\n",
      "No word: 第4四半期\n",
      "No word: 15億\n",
      "No word: 大幅高\n",
      "No word: 関係筋\n",
      "No word: コスト削減\n",
      "No word: 目標達成\n",
      "No word: BUZZ\n",
      "No word: 関係筋\n",
      "No word: BUZZ\n",
      "No word: 大幅高\n",
      "No word: 5億\n",
      "No word: 14年\n",
      "No word: 13年\n",
      "No word: 14年\n",
      "No word: 13年\n",
      "No word: 第3四半期\n",
      "No word: 首脳会議\n",
      "No word: 台湾株式市場\n",
      "No word: 4年ぶり\n",
      "No word: 第4四半期\n",
      "No word: 外為市場\n",
      "No word: 下落率\n",
      "No word: 3番\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 4年ぶり\n",
      "No word: 13年\n",
      "No word: 15億\n",
      "No word: 15億\n",
      "No word: 15億\n",
      "No word: 安邦\n",
      "No word: 2015年\n",
      "No word: BUZZ\n",
      "No word: 2週間\n",
      "No word: 9.\n",
      "No word: 8年ぶり\n",
      "No word: 大幅上昇\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 17日\n",
      "No word: 14年\n",
      "No word: 13年\n",
      "No word: 14年\n",
      "No word: 13年\n",
      "No word: 2015年\n",
      "No word: 通期予想\n",
      "No word: 通期予想\n",
      "No word: 4年ぶり\n",
      "No word: 19億\n",
      "No word: 4年ぶり\n",
      "No word: 19日\n",
      "No word: 4億\n",
      "No word: 前年比\n",
      "No word: 関係筋\n",
      "No word: タイの鉄道\n",
      "No word: 3年\n",
      "No word: 23日\n",
      "No word: 71億\n",
      "No word: 前年比\n",
      "No word: 過去最低\n",
      "No word: 27年ぶり\n",
      "No word: 48時間\n",
      "No word: 48時間\n",
      "No word: 2014年\n",
      "No word: 2014年\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 前年比\n",
      "No word: 12月中旬\n",
      "No word: 前年比\n",
      "No word: 当局者\n",
      "No word: 値頃感\n",
      "No word: 外為市場\n",
      "No word: 3日\n",
      "No word: 当局者\n",
      "No word: 米大統領\n",
      "No word: 過去最低\n",
      "No word: 2億\n",
      "No word: 来年6月\n",
      "No word: 米金\n",
      "No word: 12月16日\n",
      "No word: 12月16日\n",
      "No word: 外為市場\n",
      "No word: ドル指数\n",
      "No word: 8年\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 米大統領\n",
      "No word: 3日\n",
      "No word: 12月16日\n",
      "No word: バラク・オバマ\n",
      "No word: 米大統領\n",
      "No word: 情報共有\n",
      "No word: 13年ぶり\n",
      "No word: BUZZ\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: 2人\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 10円\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 11月中旬\n",
      "No word: BUZZ\n",
      "No word: 外為市場\n",
      "No word: 外為市場\n",
      "No word: BUZZ\n",
      "No word: 6億\n",
      "No word: BUZZ\n",
      "No word: ドル高\n",
      "No word: BUZZ\n",
      "No word: BUZZ\n",
      "No word: 30億\n",
      "No word: ご機嫌\n",
      "No word: ご機嫌\n",
      "No word: BUZZ\n",
      "No word: 3月27日\n",
      "No word: 2015年\n",
      "No word: 2015年\n",
      "No word: BUZZ\n",
      "No word: 2015年\n",
      "No word: 来年6月\n",
      "No word: 当局者\n",
      "No word: BUZZ\n",
      "No word: 19日\n",
      "No word: タイの鉄道\n",
      "No word: 3か月\n",
      "No word: 前年比\n",
      "No word: 20ドル\n",
      "No word: 台湾株式市場\n",
      "No word: 年末商戦\n",
      "No word: 7年ぶり\n",
      "No word: BUZZ\n",
      "No word: 78件\n",
      "No word: 78件\n",
      "No word: 外為市場\n",
      "No word: 15年\n",
      "No word: 関係筋\n",
      "No word: 10億\n",
      "No word: 関係筋\n",
      "No word: 10億\n",
      "No word: BUZZ\n",
      "No word: 22日\n",
      "No word: 2週間\n",
      "No word: 3日\n",
      "No word: 2年後\n",
      "No word: 前年比\n",
      "No word: 前月比\n",
      "No word: 15年\n",
      "No word: 2015年\n",
      "No word: るか\n",
      "No word: 2年後\n",
      "No word: 32億\n",
      "No word: 2014年\n",
      "No word: 第4四半期\n",
      "No word: 第3四半期\n",
      "No word: 3年\n",
      "No word: 2015年\n",
      "No word: 前年比\n",
      "No word: 第4四半期\n",
      "No word: 70億\n",
      "No word: BUZZ\n",
      "No word: 59億\n",
      "No word: BUZZ\n",
      "No word: 59億\n",
      "No word: −1\n",
      "No word: 前月比\n",
      "No word: 半年ぶり\n",
      "No word: 半年ぶり\n",
      "No word: 3回目\n",
      "No word: BUZZ\n",
      "No word: 外為市場\n",
      "No word: 2週間\n",
      "No word: 120円\n",
      "No word: 29億\n",
      "No word: 72億\n",
      "No word: 72億\n",
      "No word: BUZZ\n",
      "No word: 60ドル\n",
      "No word: 60ドル\n",
      "No word: 60ドル\n",
      "No word: 60ドル\n",
      "No word: 60ドル\n",
      "No word: 60ドル\n",
      "No word: 60ドル\n",
      "No word: 60ドル\n",
      "No word: 60ドル\n",
      "No word: 60ドル\n",
      "No word: 2年\n",
      "C value = 4\n"
     ]
    }
   ],
   "source": [
    "\tdf_pairs_sample = df_pairs.iloc[0:5000]\n",
    "\n",
    "\t# df_pairs_sample['word2vec_en'] = df_pairs_sample['en_article'].apply(doc2vec_en)\n",
    "\t# df_pairs_sample['word2vec_jp'] = df_pairs_sample['jp_article'].apply(doc2vec_jp)\n",
    "\n",
    "\n",
    "\t# Feature 1: TF-IDF + Average word2vec\n",
    "\n",
    "\t# --- Find tf-idf * word2vec features --- #\n",
    "\n",
    "    #  For English text:\n",
    "    # texts_en = [doc.split() for doc in list(df_pairs_sample[\"en_article\"])]\n",
    "\ttexts_en = [doc.split() for doc in list(df_pairs[\"en_article\"])]\n",
    "\tdictionary_en = corpora.Dictionary(texts_en)\n",
    "\tcorpus_en = [dictionary_en.doc2bow(text) for text in texts_en]\n",
    "\ttfidf_en = models.TfidfModel(corpus_en)\n",
    "\n",
    "\t#  For Japanese text:\n",
    "\t# texts_jp = [doc.split() for doc in list(df_pairs_sample[\"jp_article\"])]\n",
    "\ttexts_jp = [doc.split() for doc in list(df_pairs[\"jp_article\"])]\n",
    "\tdictionary_jp = corpora.Dictionary(texts_jp)\n",
    "\tcorpus_jp = [dictionary_jp.doc2bow(text) for text in texts_jp]\n",
    "\ttfidf_jp = models.TfidfModel(corpus_jp)\n",
    "\n",
    "\tfeatures_en = doc2feature(corpus_en[:5000], tfidf_en, dictionary_en, model_en)\n",
    "\tfeatures_jp = doc2feature(corpus_jp[:5000], tfidf_jp, dictionary_jp, model_jp)\n",
    "\n",
    "\t# --- When do not apply the tfidf re-weighting --- #\n",
    "\t# flag_NO_tfidf = False\n",
    "\t# if flag_NO_tfidf:\n",
    "\t#\n",
    "\t# \tdf_pairs_sample[\"sum_vector_en\"] = df_pairs_sample['word2vec_en'].apply(sum_docment)\n",
    "\t# \tdf_pairs_sample[\"sum_vector_jp\"] = df_pairs_sample['word2vec_jp'].apply(sum_docment)\n",
    "\t# \tdf_pairs_sample[\"average_vector_en\"] = df_pairs_sample['word2vec_en'].apply(average_docment)\n",
    "\t# \tdf_pairs_sample[\"average_vector_jp\"] = df_pairs_sample['word2vec_jp'].apply(average_docment)\n",
    "\t#\n",
    "\t# \tfeatures_en = list(df_pairs_sample[\"average_vector_en\"])\n",
    "\t# \tfeatures_jp = list(df_pairs_sample[\"average_vector_jp\"])\n",
    "\n",
    "\n",
    "\tfeatures_merge = np.concatenate((features_en,features_jp), axis = 1)\n",
    "\n",
    "\t# --- Expanding the training data (dissimilar paris)\n",
    "\tfeatures_en_wrong = np.array(features_en)\n",
    "\tnp.random.shuffle((features_en_wrong))\n",
    "\tc = np.all(features_en_wrong == features_en, axis=1)\n",
    "\tprint \"C value =\", c.sum() # check the duplicated amount\n",
    "\n",
    "\tfeatures_merge_wrong = np.concatenate((features_en_wrong,features_jp), axis = 1)\n",
    "\n",
    "\t# --- Prepare the final training and test data --- #\n",
    "\n",
    "\tX = np.concatenate((features_merge, features_merge_wrong), axis = 0)\n",
    "\ty = np.concatenate((np.ones(len(features_merge)), np.zeros(len(features_en_wrong))), axis = 0)\n",
    "\n",
    "\t# --- Split into test data and training data --- #\n",
    "\n",
    "\tX_train1, X_test1, X_train2, X_train3_wrong, X_test2_wrong = np.split(X, [2000, 3000, 5000, 9000])\n",
    "\ty_train1, y_test1, y_train2, y_train3_wrong, y_test2_wrong = np.split(y, [2000, 3000, 9000, 9000])\n",
    "\n",
    "\tX_train = np.concatenate((X_train1, X_train2, X_train3_wrong), axis = 0)\n",
    "\ty_train = np.concatenate((y_train1, y_train2, y_train3_wrong), axis = 0)\n",
    "\tX_train_correct = np.concatenate((X_train1, X_train2), axis = 0)\n",
    "\ty_train_correct = np.concatenate((y_train1, y_train2), axis = 0)\n",
    "\n",
    "\tX_test = np.concatenate((X_test1, X_test2_wrong), axis = 0)\n",
    "\ty_test = np.concatenate((y_test1, y_test2_wrong), axis = 0)\n",
    "\tX_test_correct = X_test1\n",
    "\ty_test_correct = y_test1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2000, 400)"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X_test.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2000, 400)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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      "Find answer for doc. 999 1.0\n"
     ]
    }
   ],
   "source": [
    "# scaler = preprocessing.StandardScaler().fit(X_train)\n",
    "# X_scaled = scaler.transform(X_train)\n",
    "X_test_scaled = scaler.transform(X_test)\n",
    "# clf.fit(X_scaled, y_train)\n",
    "\n",
    "y_test_predict = clf.predict(X_test_scaled)\n",
    "# y_train_predict = clf.predict(X_scaled)\n",
    "# print clf\n",
    "# print \"classification report of TRAINING data:\"\n",
    "# print(classification_report(y_train, y_train_predict))\n",
    "\n",
    "# print \"classification report of TEST data:\"\n",
    "# print(classification_report(y_test, y_test_predict))\n",
    "\n",
    "sim_results_test, rank_results_test = find_ranking(X_test_scaled[:1000,:200] ,X_test_scaled[:1000,200:], clf)\n",
    "y_test_proba = clf.predict_proba(X_test_scaled)\n",
    "y_train_proba = clf.predict_proba(X_scaled)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TOP1 90\n",
      "TOP5 303\n",
      "TOP10 424\n"
     ]
    }
   ],
   "source": [
    "print \"TOP1\", (pd.Series(rank_results_test)<=1).sum()\n",
    "print \"TOP5\", (pd.Series(rank_results_test)<=5).sum()\n",
    "print \"TOP10\", (pd.Series(rank_results_test)<=10).sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# 并行计算\n",
    "# def find_ranking_quick(projection1, projection2, clf, n):\n",
    "def find_ranking_quick(args):\n",
    "\tsim_results = []\n",
    "\trank_results = []\n",
    "\n",
    "\tprojection1, projection2, clf, n = args[0], args[1], args[2], args[3]\n",
    "    \n",
    "\t# Iterate each of the ariticle from projection1 (999) as proj1\n",
    "\t# Calculate the simialrity of proj1 with all ariticles in projection2 (999)\n",
    "\tfor i, proj1 in enumerate(projection1):\n",
    "\t\t# print \"Find answer for doc.\", i\n",
    "\t\tproj1_tile = np.tile(proj1, (len(projection2),1))\n",
    "\t\tfeatures_test = np.concatenate((proj1_tile, projection2), axis=1)\n",
    "\t\tsim = clf.predict_proba(features_test)[:,1]\n",
    "\t\trank = pd.Series(sim).rank(ascending = False)[n*100+i]\n",
    "\t\tsim_results.append(sim)\n",
    "\t\trank_results.append(rank)\n",
    "\t\tprint \"Find answer for doc.\", n*100+i, rank\n",
    "# \tprint rank_results\n",
    "# \tres = \n",
    "\n",
    "\t# sim_results contains 999*999 similairty matrix\n",
    "\treturn sim_results, rank_results\n",
    "\n",
    "from copy import deepcopy\n",
    "from multiprocessing import Process\n",
    "from multiprocessing import Pool\n",
    "import time\n",
    "jobs = []\n",
    "l_clf = []\n",
    "res = {}\n",
    "n_jobs = 10\n",
    "for i in range(n_jobs):\n",
    "    l_clf.append(deepcopy(clf))\n",
    "#     jobs.append(Process(target=find_ranking_quick, args=(X_test_scaled[i*100:i*100+100,:200], X_test_scaled[:1000,200:], l_clf[i], i)))\n",
    "\n",
    "# for j in jobs:\n",
    "#     j.start()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from multiprocessing import Pool\n",
    "p = Pool(10)\n",
    "args = [(X_test_scaled[i*100:i*100+100,:200], X_test_scaled[:1000,200:], l_clf[i], i) for i in range(10)]\n",
    "print(p.map(wrap_find_ranking_quick, args))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "args"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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