Bitflyer FX テストトレード

BitflyerのFXでテストBotトレードを行ってみました。 本記事2017/11/30日作成

最近BitflyerのFXのトレードが盛んとの事で私も手を出してみました。
今まで通常のトレード(同一取引所での売買)は避けてたんですよねーだって勝ちパターン分かんないし、利益が出るかどう不確定要素が多すぎたので正直不安+色々と検証なども面倒くさそう+含み益でも十分って感じで。。。
またFXとかレバレッジとか怖いじゃないですかw

とはいってもいつまでもアビトラってわけにもいかないので今からでも色々と仕込んでおくと良いかなーって事でテスト的にBitflyerのFXのBotトレードに手を出してみました。

Botトレードの結果

意外とイケるかも。儲かるかも!! 食わず嫌いしてただけかな。
ってまだ数日程の検証(実際トレード)を行った限りでは2-6%/日の成果になります。テストなのでレバレッジ1倍で小さな数量で行っての成果です。
レバを掛けて取引単位を上げると単純に倍になるのかな。。。そんな甘くはないと思いますが期待もしてしまいますねーって自信ありません。プロの方の意見を聞いてみたいってのが正直な気持ち。

bitflyerの28日の結果

トレードの利益推移(2017,11,28 実績)

方法や条件など

短期間で売買を繰り返す取引になります。 買いと同時に売りも注文してます。短いと1-3秒で約定して長くても数十分後には取引は終了しています。
気になる人はサイトの下部に実際の取引履歴を掲載したのでご参考に。数百円の上昇を細かく取っていく様な感じです。
*検証(テスト中)なのでフルで回転させていませんが約3000回/日程売買行ってます。

買いから入って指値で売りを入れて、損切りはTRAILINGで処理しています。
注文はAPIを利用しておりプログラムの行数だと100行もないかなーと。

実際行ってみての懸念点

1. 最近は上げ相場なので適当に売買しても利益が出るのではと考えています =>つまり私のBotは市場のタイミングが良かっただけ。適当に売買しても儲かるかなーと。

2. 21時以降のAPIといいますか取引が活発でプログラムが追いつかない => 想定している価格(成行買いなど)が大きくズレるので回せば回すほど損失になる。肌感覚なので何の根拠もないのですが21時-翌3時までは取引を行わない方がいいかも。(要検証が必要。)
私は注文前に買い価格と売り価格と損切り価格を計算して同時に注文するのですが、買い価格が想定している価格で買えない。
買いを入れないとそもそも取引が破綻するので成行で行うのですが、1,150,000円辺で成行で注文するも1,151,000円で約定したりします。
1000円程のズレなのですが売りの価格は1,150,600円で入れていたりしますので取引をすればするほど赤字になると。。。
APIによる価格取得のタイミングが悪かったりもするのかと思うので何とも言えない部分ではあるのですが取引が活発な時間帯は私のBotは合わないです。

3. バックテスト(事前検証)が意味がない => 私のやり方が間違っている可能性もあるので正確ではないのですがバックテストで良い成果がでても実際のトレードではさほど良い成果は出ませんでした。基本ロジックを活かしつつ約定履歴を見ながら調整する方が安定している様な気がします。

今後の課題と必要な検証など

APIのレスポンス速度を確認する =>現在はテストなので自宅のPCで回しているのですが物理的なサーバとの距離などを考えるとクラウドを利用するのがベターかなーと。他の取引所はAWSを利用しているのですがBitflyerはcloudflareなどを利用しているので分からない。
この検証により懸念点の2の対応が変わってくるかもしれない。

注文までの判断を1ミリでも早くする => プログラムコードのベンチマーク及び言語選択(現在ruby)を変更する必要があるかもしれない。(とは言えAPIのレスポンスで決まってる様な感じなので言語の変更までは不要かなー)

新しい検証を行う => 今までうだうだと書いてますが、これが一番重要かも。
常に新しいロジックを構築=>検証して事が重要になってくると考えています。パッと思いつくだけでも2-3試してみたいアイデアがあるので年末の楽しみに取っておこう。

他にも色々聞きたい?

こちらまでお気軽にご質問等ご連絡下さいませ =>
出来れば私はこんな手法で取引してるぜヒーハーってのを頂けると嬉しいです。

実際の取引 履歴

2017年11月28日の取引実績(一部分を切り出してます。)
よーくみると私のBotの動きが見えてくるかもです。結構シンプルな方法で判断して売買を行っています。

日付ペア売・買価格
2017/11/28 20:59:01FX_BTC_JPY売り1184680
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2017/11/28 17:39:29FX_BTC_JPY買い1163906
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2017/11/28 17:02:50FX_BTC_JPY買い1170000
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2017/11/28 16:47:25FX_BTC_JPY買い1165810
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2017/11/28 16:39:51FX_BTC_JPY買い1162512
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2017/11/28 16:37:45FX_BTC_JPY売り1163582
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2017/11/28 16:37:36FX_BTC_JPY買い1163110
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2017/11/28 16:36:55FX_BTC_JPY買い1162924
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2017/11/28 16:32:48FX_BTC_JPY買い1162618
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2017/11/28 16:24:11FX_BTC_JPY買い1163455
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2017/11/28 15:47:54FX_BTC_JPY買い1164203
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2017/11/28 15:28:33FX_BTC_JPY買い1159999
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2017/11/28 15:00:20FX_BTC_JPY買い1170000
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2017/11/28 14:59:45FX_BTC_JPY買い1171022
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2017/11/28 14:52:21FX_BTC_JPY買い1162937
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2017/11/28 13:54:34FX_BTC_JPY売り1143037
2017/11/28 13:54:28FX_BTC_JPY買い1142990
2017/11/28 13:53:50FX_BTC_JPY買い1144212
2017/11/28 13:53:38FX_BTC_JPY売り1144528
2017/11/28 13:53:26FX_BTC_JPY買い1144550
2017/11/28 13:52:55FX_BTC_JPY売り1142009
2017/11/28 13:52:53FX_BTC_JPY売り1141652
2017/11/28 13:52:38FX_BTC_JPY売り1140533
2017/11/28 13:52:30FX_BTC_JPY買い1140412
2017/11/28 13:51:56FX_BTC_JPY買い1141000
2017/11/28 13:51:44FX_BTC_JPY売り1141291
2017/11/28 13:51:42FX_BTC_JPY買い1141063
2017/11/28 13:50:59FX_BTC_JPY売り1141018
2017/11/28 13:50:50FX_BTC_JPY買い1140790
2017/11/28 13:50:10FX_BTC_JPY売り1139992
2017/11/28 13:50:09FX_BTC_JPY買い1140148
2017/11/28 13:49:46FX_BTC_JPY売り1140229
2017/11/28 13:49:39FX_BTC_JPY買い1140459
2017/11/28 13:48:30FX_BTC_JPY売り1140229
2017/11/28 13:48:29FX_BTC_JPY買い1140100
2017/11/28 13:48:11FX_BTC_JPY買い1141949
2017/11/28 13:46:26FX_BTC_JPY売り1142162
2017/11/28 13:46:25FX_BTC_JPY買い1142500
2017/11/28 13:43:39FX_BTC_JPY売り1137626
2017/11/28 13:43:32FX_BTC_JPY買い1137400
2017/11/28 13:42:32FX_BTC_JPY売り1136800
2017/11/28 13:42:32FX_BTC_JPY買い1137000
2017/11/28 13:42:30FX_BTC_JPY売り1136497
2017/11/28 13:42:28FX_BTC_JPY売り1136752
2017/11/28 13:42:17FX_BTC_JPY売り1136645
2017/11/28 13:42:11FX_BTC_JPY買い1136565
2017/11/28 13:41:56FX_BTC_JPY売り1136227
2017/11/28 13:41:55FX_BTC_JPY買い1135899
2017/11/28 13:41:24FX_BTC_JPY売り1136227
2017/11/28 13:41:24FX_BTC_JPY買い1136200
2017/11/28 13:40:56FX_BTC_JPY買い1136525
2017/11/28 13:40:45FX_BTC_JPY売り1136741
2017/11/28 13:40:42FX_BTC_JPY買い1136740
2017/11/28 13:39:59FX_BTC_JPY買い1135500
2017/11/28 13:38:37FX_BTC_JPY売り1132226
2017/11/28 13:38:27FX_BTC_JPY売り1132006
2017/11/28 13:38:12FX_BTC_JPY買い1132000
2017/11/28 13:38:03FX_BTC_JPY買い1131980
2017/11/28 13:37:31FX_BTC_JPY売り1130224
2017/11/28 13:37:31FX_BTC_JPY売り1130224
2017/11/28 13:37:31FX_BTC_JPY売り1130226
2017/11/28 13:37:21FX_BTC_JPY売り1129890
2017/11/28 13:37:21FX_BTC_JPY売り1129825
2017/11/28 13:37:21FX_BTC_JPY売り1129944
2017/11/28 13:37:21FX_BTC_JPY売り1129856
2017/11/28 13:37:17FX_BTC_JPY売り1129633
2017/11/28 13:37:17FX_BTC_JPY買い1129666
2017/11/28 13:37:14FX_BTC_JPY売り1129325
2017/11/28 13:37:14FX_BTC_JPY売り1129426
2017/11/28 13:37:14FX_BTC_JPY売り1129529
2017/11/28 13:37:14FX_BTC_JPY売り1129628
2017/11/28 13:37:10FX_BTC_JPY売り1129225
2017/11/28 13:36:22FX_BTC_JPY買い1129000
2017/11/28 13:36:04FX_BTC_JPY買い1129095
2017/11/28 13:35:43FX_BTC_JPY買い1129198
2017/11/28 13:35:18FX_BTC_JPY買い1129304
2017/11/28 13:35:01FX_BTC_JPY買い1129318
2017/11/28 13:34:28FX_BTC_JPY売り1129298
2017/11/28 13:34:26FX_BTC_JPY買い1129073
2017/11/28 13:34:11FX_BTC_JPY売り1129225
2017/11/28 13:34:11FX_BTC_JPY売り1129225
2017/11/28 13:34:09FX_BTC_JPY買い1129030
2017/11/28 13:33:57FX_BTC_JPY売り1128714
2017/11/28 13:33:57FX_BTC_JPY売り1128697
2017/11/28 13:33:54FX_BTC_JPY売り1128584
2017/11/28 13:33:54FX_BTC_JPY売り1128614
2017/11/28 13:33:49FX_BTC_JPY売り1128556
2017/11/28 13:33:41FX_BTC_JPY買い1128499
2017/11/28 13:32:56FX_BTC_JPY売り1128380
2017/11/28 13:32:23FX_BTC_JPY買い1128008
2017/11/28 13:30:49FX_BTC_JPY買い1128444
2017/11/28 13:30:29FX_BTC_JPY売り1128378
2017/11/28 13:30:27FX_BTC_JPY買い1128380
2017/11/28 13:30:01FX_BTC_JPY売り1127978
2017/11/28 13:30:01FX_BTC_JPY売り1127980
2017/11/28 13:29:56FX_BTC_JPY売り1127822
2017/11/28 13:29:52FX_BTC_JPY買い1127597
2017/11/28 13:29:23FX_BTC_JPY買い1127753
2017/11/28 13:29:06FX_BTC_JPY買い1127754
2017/11/28 13:28:17FX_BTC_JPY売り1127625
2017/11/28 13:28:01FX_BTC_JPY買い1127580
2017/11/28 13:26:38FX_BTC_JPY売り1128047
2017/11/28 13:26:38FX_BTC_JPY買い1128137
2017/11/28 13:25:57FX_BTC_JPY買い1128331
2017/11/28 13:25:35FX_BTC_JPY売り1128532
2017/11/28 13:25:03FX_BTC_JPY売り1128263
2017/11/28 13:24:56FX_BTC_JPY買い1128043
2017/11/28 13:24:38FX_BTC_JPY買い1128358
2017/11/28 13:24:07FX_BTC_JPY買い1128483
2017/11/28 13:23:13FX_BTC_JPY売り1128290
2017/11/28 13:23:08FX_BTC_JPY買い1127934
2017/11/28 13:21:59FX_BTC_JPY売り1127774
2017/11/28 13:21:58FX_BTC_JPY買い1127549
2017/11/28 13:20:59FX_BTC_JPY売り1127817
2017/11/28 13:20:58FX_BTC_JPY買い1127592
2017/11/28 13:20:40FX_BTC_JPY売り1127774
2017/11/28 13:20:35FX_BTC_JPY買い1127549
2017/11/28 13:19:13FX_BTC_JPY買い1128307
2017/11/28 13:19:01FX_BTC_JPY売り1128209
2017/11/28 13:18:46FX_BTC_JPY売り1127235
2017/11/28 13:18:42FX_BTC_JPY買い1127010
2017/11/28 13:17:52FX_BTC_JPY売り1127667
2017/11/28 13:17:13FX_BTC_JPY買い1127442
2017/11/28 13:15:06FX_BTC_JPY買い1127994
2017/11/28 13:14:14FX_BTC_JPY売り1128161
2017/11/28 13:13:47FX_BTC_JPY買い1127879
2017/11/28 13:13:29FX_BTC_JPY売り1127705
2017/11/28 13:13:28FX_BTC_JPY買い1127480
2017/11/28 13:13:13FX_BTC_JPY売り1127279
2017/11/28 13:13:13FX_BTC_JPY買い1127391
2017/11/28 13:11:58FX_BTC_JPY売り1128329
2017/11/28 13:11:55FX_BTC_JPY買い1128104
2017/11/28 13:11:52FX_BTC_JPY売り1128226
2017/11/28 13:11:42FX_BTC_JPY買い1128096
2017/11/28 13:11:39FX_BTC_JPY売り1127962
2017/11/28 13:11:39FX_BTC_JPY売り1128015
2017/11/28 13:11:31FX_BTC_JPY売り1127298
2017/11/28 13:11:29FX_BTC_JPY買い1127455
2017/11/28 13:11:23FX_BTC_JPY売り1126727
2017/11/28 13:11:23FX_BTC_JPY売り1127032
2017/11/28 13:11:03FX_BTC_JPY買い1126502
2017/11/28 13:10:42FX_BTC_JPY買い1126807
2017/11/28 13:10:12FX_BTC_JPY買い1127737
2017/11/28 13:09:44FX_BTC_JPY買い1127790
2017/11/28 13:09:36FX_BTC_JPY売り1127646
2017/11/28 13:09:20FX_BTC_JPY買い1127416
2017/11/28 13:08:26FX_BTC_JPY売り1128958
2017/11/28 13:08:20FX_BTC_JPY売り1128725
2017/11/28 13:08:19FX_BTC_JPY買い1128880
2017/11/28 13:07:05FX_BTC_JPY買い1128702
2017/11/28 13:06:46FX_BTC_JPY買い1129156
2017/11/28 13:06:33FX_BTC_JPY売り1129482
2017/11/28 13:06:23FX_BTC_JPY買い1129500
2017/11/28 13:05:58FX_BTC_JPY買い1129665
2017/11/28 13:05:39FX_BTC_JPY買い1129600
2017/11/28 13:05:09FX_BTC_JPY買い1129750
2017/11/28 13:05:09FX_BTC_JPY売り1129726
2017/11/28 13:04:54FX_BTC_JPY買い1129631
2017/11/28 13:04:46FX_BTC_JPY売り1129621
2017/11/28 13:04:46FX_BTC_JPY売り1129579
2017/11/28 13:04:37FX_BTC_JPY買い1129400
2017/11/28 13:04:14FX_BTC_JPY売り1129207
2017/11/28 13:04:14FX_BTC_JPY売り1129353
2017/11/28 13:04:09FX_BTC_JPY買い1129000
2017/11/28 13:03:53FX_BTC_JPY買い1129122
2017/11/28 13:03:29FX_BTC_JPY売り1128925
2017/11/28 13:03:24FX_BTC_JPY買い1128765
2017/11/28 13:03:02FX_BTC_JPY売り1128525
2017/11/28 13:03:01FX_BTC_JPY売り1128425
2017/11/28 13:03:01FX_BTC_JPY売り1128466
2017/11/28 13:03:01FX_BTC_JPY売り1128426
2017/11/28 13:02:51FX_BTC_JPY買い1128200
2017/11/28 13:02:21FX_BTC_JPY買い1128241
2017/11/28 13:02:02FX_BTC_JPY売り1128095
2017/11/28 13:01:41FX_BTC_JPY買い1127869
2017/11/28 13:01:17FX_BTC_JPY買い1128300
2017/11/28 13:00:47FX_BTC_JPY買い1128202
2017/11/28 13:00:25FX_BTC_JPY売り1128663
2017/11/28 13:00:21FX_BTC_JPY売り1128114
2017/11/28 12:59:50FX_BTC_JPY売り1127653
2017/11/28 12:59:50FX_BTC_JPY売り1127831
2017/11/28 12:59:49FX_BTC_JPY買い1127830
2017/11/28 12:59:48FX_BTC_JPY売り1127726
2017/11/28 12:59:26FX_BTC_JPY売り1127533
2017/11/28 12:59:16FX_BTC_JPY売り1127325
2017/11/28 12:59:15FX_BTC_JPY売り1127224
2017/11/28 12:59:15FX_BTC_JPY売り1127223
2017/11/28 12:59:15FX_BTC_JPY買い1127110
2017/11/28 12:59:04FX_BTC_JPY売り1126864
2017/11/28 12:58:55FX_BTC_JPY買い1126819
2017/11/28 12:58:43FX_BTC_JPY売り1126313
2017/11/28 12:58:42FX_BTC_JPY買い1126088
2017/11/28 12:58:39FX_BTC_JPY売り1126295
2017/11/28 12:58:26FX_BTC_JPY買い1126070
2017/11/28 12:57:46FX_BTC_JPY売り1126791
2017/11/28 12:57:37FX_BTC_JPY買い1126599
2017/11/28 12:57:04FX_BTC_JPY買い1127088
2017/11/28 12:56:50FX_BTC_JPY買い1126999
2017/11/28 12:55:59FX_BTC_JPY売り1127235
2017/11/28 12:55:59FX_BTC_JPY売り1127218
2017/11/28 12:55:59FX_BTC_JPY売り1127165
2017/11/28 12:55:54FX_BTC_JPY買い1127010
2017/11/28 12:55:41FX_BTC_JPY買い1126993
2017/11/28 12:55:19FX_BTC_JPY買い1127119
2017/11/28 12:55:08FX_BTC_JPY売り1127292
2017/11/28 12:54:57FX_BTC_JPY買い1127067
2017/11/28 12:54:13FX_BTC_JPY売り1127225
2017/11/28 12:54:05FX_BTC_JPY売り1127049
2017/11/28 12:53:56FX_BTC_JPY売り1126769
2017/11/28 12:53:56FX_BTC_JPY売り1126769
2017/11/28 12:53:56FX_BTC_JPY売り1126824
2017/11/28 12:53:56FX_BTC_JPY売り1126835
2017/11/28 12:53:46FX_BTC_JPY買い1126544
2017/11/28 12:53:32FX_BTC_JPY買い1126544
2017/11/28 12:53:12FX_BTC_JPY買い1126599
2017/11/28 12:53:05FX_BTC_JPY売り1126725
2017/11/28 12:52:49FX_BTC_JPY売り1126425
2017/11/28 12:51:34FX_BTC_JPY買い1126200
2017/11/28 12:51:14FX_BTC_JPY買い1126499
2017/11/28 12:51:00FX_BTC_JPY買い1126610
2017/11/28 12:50:09FX_BTC_JPY買い1127000
2017/11/28 12:49:54FX_BTC_JPY買い1126824
2017/11/28 12:49:39FX_BTC_JPY売り1126935
2017/11/28 12:49:38FX_BTC_JPY買い1126714
2017/11/28 12:48:35FX_BTC_JPY買い1127308
2017/11/28 12:47:48FX_BTC_JPY売り1127434
2017/11/28 12:47:48FX_BTC_JPY売り1127319
2017/11/28 12:47:46FX_BTC_JPY買い1127250
2017/11/28 12:46:52FX_BTC_JPY買い1127094
2017/11/28 12:46:31FX_BTC_JPY売り1127311
2017/11/28 12:46:16FX_BTC_JPY買い1127059
2017/11/28 12:46:02FX_BTC_JPY買い1127599
2017/11/28 12:45:04FX_BTC_JPY買い1127606
2017/11/28 12:44:00FX_BTC_JPY売り1127734
2017/11/28 12:44:00FX_BTC_JPY売り1127574
2017/11/28 12:43:59FX_BTC_JPY買い1127509
2017/11/28 12:43:42FX_BTC_JPY買い1127476
2017/11/28 12:42:35FX_BTC_JPY売り1126761
2017/11/28 12:42:34FX_BTC_JPY買い1127050
2017/11/28 12:42:26FX_BTC_JPY売り1126985
2017/11/28 12:42:11FX_BTC_JPY買い1126750
2017/11/28 12:41:49FX_BTC_JPY売り1126526
2017/11/28 12:41:49FX_BTC_JPY買い1126581
2017/11/28 12:41:35FX_BTC_JPY売り1126825
2017/11/28 12:41:33FX_BTC_JPY買い1126934
2017/11/28 12:40:41FX_BTC_JPY買い1127899
2017/11/28 12:40:04FX_BTC_JPY売り1128330
2017/11/28 12:40:04FX_BTC_JPY売り1128330
2017/11/28 12:40:04FX_BTC_JPY売り1128333
2017/11/28 12:40:02FX_BTC_JPY買い1128300
2017/11/28 12:39:48FX_BTC_JPY買い1128105
2017/11/28 12:39:33FX_BTC_JPY買い1128108
2017/11/28 12:39:20FX_BTC_JPY買い1128567
2017/11/28 12:38:54FX_BTC_JPY売り1128216
2017/11/28 12:38:54FX_BTC_JPY売り1128225
2017/11/28 12:38:17FX_BTC_JPY売り1127817
2017/11/28 12:38:16FX_BTC_JPY買い1127993
2017/11/28 12:37:55FX_BTC_JPY買い1128000
2017/11/28 12:37:28FX_BTC_JPY買い1127870
2017/11/28 12:37:08FX_BTC_JPY売り1129252
2017/11/28 12:36:44FX_BTC_JPY買い1129150
2017/11/28 12:35:34FX_BTC_JPY売り1128953
2017/11/28 12:35:31FX_BTC_JPY買い1128728
2017/11/28 12:34:57FX_BTC_JPY売り1129399
2017/11/28 12:34:48FX_BTC_JPY買い1129245
2017/11/28 12:34:35FX_BTC_JPY買い1129000
2017/11/28 12:34:18FX_BTC_JPY買い1129794
2017/11/28 12:34:17FX_BTC_JPY買い1129700
2017/11/28 12:34:10FX_BTC_JPY買い1129700
2017/11/28 12:34:05FX_BTC_JPY買い1129700
2017/11/28 12:32:59FX_BTC_JPY売り1129225
2017/11/28 12:32:57FX_BTC_JPY買い1129037
2017/11/28 12:32:48FX_BTC_JPY売り1129124
2017/11/28 12:32:46FX_BTC_JPY売り1129074
2017/11/28 12:32:29FX_BTC_JPY買い1128849
2017/11/28 12:32:11FX_BTC_JPY買い1128932
2017/11/28 12:31:54FX_BTC_JPY売り1128355
2017/11/28 12:31:54FX_BTC_JPY売り1128335
2017/11/28 12:31:51FX_BTC_JPY買い1128168
2017/11/28 12:31:32FX_BTC_JPY買い1128110
2017/11/28 12:31:09FX_BTC_JPY売り1127666
2017/11/28 12:31:09FX_BTC_JPY売り1127651
2017/11/28 12:31:09FX_BTC_JPY売り1127575
2017/11/28 12:31:08FX_BTC_JPY買い1127450
2017/11/28 12:30:53FX_BTC_JPY買い1127398
2017/11/28 12:30:52FX_BTC_JPY売り1127410
2017/11/28 12:30:45FX_BTC_JPY売り1127229
2017/11/28 12:29:22FX_BTC_JPY買い1127009
2017/11/28 12:29:08FX_BTC_JPY買い1127188
2017/11/28 12:28:38FX_BTC_JPY売り1127454
2017/11/28 12:28:13FX_BTC_JPY買い1127229
2017/11/28 12:28:07FX_BTC_JPY買い1127360
2017/11/28 12:27:33FX_BTC_JPY売り1126732
2017/11/28 12:27:31FX_BTC_JPY売り1126535
2017/11/28 12:27:31FX_BTC_JPY売り1126525
2017/11/28 12:27:31FX_BTC_JPY売り1126525
2017/11/28 12:27:29FX_BTC_JPY売り1126425
2017/11/28 12:27:29FX_BTC_JPY売り1126442
2017/11/28 12:27:29FX_BTC_JPY売り1126419
2017/11/28 12:27:18FX_BTC_JPY買い1126345
2017/11/28 12:27:01FX_BTC_JPY買い1126300
2017/11/28 12:26:42FX_BTC_JPY売り1126161
2017/11/28 12:26:42FX_BTC_JPY売り1126125
2017/11/28 12:26:42FX_BTC_JPY売り1126118
2017/11/28 12:26:23FX_BTC_JPY買い1125931
2017/11/28 12:25:58FX_BTC_JPY買い1125900
2017/11/28 12:25:44FX_BTC_JPY買い1125895
2017/11/28 12:24:33FX_BTC_JPY売り1126285
2017/11/28 12:24:33FX_BTC_JPY買い1126297
2017/11/28 12:24:16FX_BTC_JPY売り1126282
2017/11/28 12:24:13FX_BTC_JPY買い1126212
2017/11/28 12:24:09FX_BTC_JPY売り1126300
2017/11/28 12:24:08FX_BTC_JPY売り1126270
2017/11/28 12:23:58FX_BTC_JPY買い1126065
2017/11/28 12:23:19FX_BTC_JPY売り1126280
2017/11/28 12:22:38FX_BTC_JPY売り1125611
2017/11/28 12:22:34FX_BTC_JPY買い1125385
2017/11/28 12:22:17FX_BTC_JPY買い1126056
2017/11/28 12:22:00FX_BTC_JPY買い1126100
2017/11/28 12:21:30FX_BTC_JPY買い1126217
2017/11/28 12:21:22FX_BTC_JPY売り1126234
2017/11/28 12:21:22FX_BTC_JPY売り1126225
2017/11/28 12:21:09FX_BTC_JPY売り1126225
2017/11/28 12:21:09FX_BTC_JPY売り1126221
2017/11/28 12:21:09FX_BTC_JPY売り1126212
2017/11/28 12:21:09FX_BTC_JPY売り1126224
2017/11/28 12:21:08FX_BTC_JPY買い1126194
2017/11/28 12:20:44FX_BTC_JPY買い1126158
2017/11/28 12:20:44FX_BTC_JPY売り1126125
2017/11/28 12:20:42FX_BTC_JPY売り1126020
2017/11/28 12:20:42FX_BTC_JPY売り1126026
2017/11/28 12:20:22FX_BTC_JPY買い1125900
2017/11/28 12:19:41FX_BTC_JPY買い1125800
2017/11/28 12:19:12FX_BTC_JPY売り1125808
2017/11/28 12:18:40FX_BTC_JPY買い1125583
2017/11/28 12:18:11FX_BTC_JPY買い1125900
2017/11/28 12:17:36FX_BTC_JPY売り1125519
2017/11/28 12:17:24FX_BTC_JPY売り1125226
2017/11/28 12:17:24FX_BTC_JPY売り1125450
2017/11/28 12:17:24FX_BTC_JPY売り1125445
2017/11/28 12:17:24FX_BTC_JPY売り1125428
2017/11/28 12:17:24FX_BTC_JPY売り1125495
2017/11/28 12:17:24FX_BTC_JPY買い1125399
2017/11/28 12:17:13FX_BTC_JPY売り1125269
2017/11/28 12:17:12FX_BTC_JPY売り1125070
2017/11/28 12:17:05FX_BTC_JPY買い1125000
2017/11/28 12:17:05FX_BTC_JPY買い1125000
2017/11/28 12:17:03FX_BTC_JPY売り1124978
2017/11/28 12:16:59FX_BTC_JPY売り1124572
2017/11/28 12:16:51FX_BTC_JPY売り1124395
2017/11/28 12:16:15FX_BTC_JPY買い1124321
2017/11/28 12:15:48FX_BTC_JPY売り1124365
2017/11/28 12:15:48FX_BTC_JPY売り1124084
2017/11/28 12:15:48FX_BTC_JPY売り1124084
2017/11/28 12:15:46FX_BTC_JPY買い1123943
2017/11/28 12:15:25FX_BTC_JPY買い1123860
2017/11/28 12:15:05FX_BTC_JPY買い1124000
2017/11/28 12:14:58FX_BTC_JPY売り1124026
2017/11/28 12:14:45FX_BTC_JPY買い1124019
2017/11/28 12:14:28FX_BTC_JPY買い1124348
2017/11/28 12:14:12FX_BTC_JPY売り1124505
2017/11/28 12:14:12FX_BTC_JPY売り1124524
2017/11/28 12:14:11FX_BTC_JPY買い1124500
2017/11/28 12:14:10FX_BTC_JPY売り1124371
2017/11/28 12:13:58FX_BTC_JPY買い1124200
2017/11/28 12:13:06FX_BTC_JPY買い1124300
2017/11/28 12:12:49FX_BTC_JPY売り1124424
2017/11/28 12:12:41FX_BTC_JPY買い1124200
2017/11/28 12:12:18FX_BTC_JPY売り1124371
2017/11/28 12:12:18FX_BTC_JPY売り1124383
2017/11/28 12:11:42FX_BTC_JPY買い1124147
2017/11/28 12:10:43FX_BTC_JPY買い1124159
2017/11/28 12:10:14FX_BTC_JPY売り1124231
2017/11/28 12:10:11FX_BTC_JPY買い1124157
2017/11/28 12:09:44FX_BTC_JPY売り1124223
2017/11/28 12:09:44FX_BTC_JPY売り1124354
2017/11/28 12:09:44FX_BTC_JPY売り1124320
2017/11/28 12:09:41FX_BTC_JPY買い1123891
2017/11/28 12:09:29FX_BTC_JPY売り1124005
2017/11/28 12:09:20FX_BTC_JPY買い1123996
2017/11/28 12:09:01FX_BTC_JPY買い1124130
2017/11/28 12:08:50FX_BTC_JPY売り1124005
2017/11/28 12:08:46FX_BTC_JPY買い1123781
2017/11/28 12:08:16FX_BTC_JPY売り1123901
2017/11/28 12:08:02FX_BTC_JPY買い1123687
2017/11/28 12:07:34FX_BTC_JPY買い1124096
2017/11/28 12:06:10FX_BTC_JPY売り1124393
2017/11/28 12:06:06FX_BTC_JPY売り1124050
2017/11/28 12:06:02FX_BTC_JPY売り1123870
2017/11/28 12:06:02FX_BTC_JPY買い1123880
2017/11/28 12:05:29FX_BTC_JPY買い1123825
2017/11/28 12:04:57FX_BTC_JPY買い1124195
2017/11/28 12:04:40FX_BTC_JPY売り1123774
2017/11/28 12:04:40FX_BTC_JPY売り1123763
2017/11/28 12:04:40FX_BTC_JPY売り1123872
2017/11/28 12:04:40FX_BTC_JPY売り1123874
2017/11/28 12:04:40FX_BTC_JPY売り1124221
2017/11/28 12:04:37FX_BTC_JPY買い1123647
2017/11/28 12:04:21FX_BTC_JPY買い1123550
2017/11/28 12:03:53FX_BTC_JPY売り1123647
2017/11/28 12:03:53FX_BTC_JPY買い1123648
2017/11/28 12:03:37FX_BTC_JPY買い1123648
2017/11/28 12:03:28FX_BTC_JPY売り1123637
2017/11/28 12:03:20FX_BTC_JPY買い1123600
2017/11/28 12:03:20FX_BTC_JPY売り1123525
2017/11/28 12:02:37FX_BTC_JPY買い1123299
2017/11/28 12:02:01FX_BTC_JPY買い1123650
2017/11/28 12:02:00FX_BTC_JPY売り1123580
2017/11/28 12:01:16FX_BTC_JPY買い1123356
2017/11/28 12:00:31FX_BTC_JPY売り1123881
2017/11/28 12:00:30FX_BTC_JPY売り1123610
2017/11/28 12:00:30FX_BTC_JPY買い1123387
2017/11/28 11:59:34FX_BTC_JPY売り1123672
2017/11/28 11:59:32FX_BTC_JPY買い1123725
2017/11/28 11:59:20FX_BTC_JPY売り1123724
2017/11/28 11:59:14FX_BTC_JPY買い1123500
2017/11/28 11:59:09FX_BTC_JPY売り1123480
2017/11/28 11:58:58FX_BTC_JPY買い1123251
2017/11/28 11:58:28FX_BTC_JPY売り1123658
2017/11/28 11:58:16FX_BTC_JPY買い1123653
2017/11/28 11:58:15FX_BTC_JPY売り1123593
2017/11/28 11:58:03FX_BTC_JPY買い1123509
2017/11/28 11:57:33FX_BTC_JPY買い1123825
2017/11/28 11:57:08FX_BTC_JPY買い1123997
2017/11/28 11:57:02FX_BTC_JPY売り1124224
2017/11/28 11:56:54FX_BTC_JPY買い1123985
2017/11/28 11:56:19FX_BTC_JPY売り1123631
2017/11/28 11:55:55FX_BTC_JPY買い1123413
2017/11/28 11:55:20FX_BTC_JPY売り1124514
2017/11/28 11:54:25FX_BTC_JPY買い1124290
2017/11/28 11:54:08FX_BTC_JPY売り1123728
2017/11/28 11:54:05FX_BTC_JPY買い1123504
2017/11/28 11:53:45FX_BTC_JPY売り1124198
2017/11/28 11:53:45FX_BTC_JPY売り1123728
2017/11/28 11:53:44FX_BTC_JPY買い1123504
2017/11/28 11:53:35FX_BTC_JPY売り1123644
2017/11/28 11:53:17FX_BTC_JPY買い1123420
2017/11/28 11:52:48FX_BTC_JPY買い1123974
2017/11/28 11:52:32FX_BTC_JPY売り1124033
2017/11/28 11:52:31FX_BTC_JPY買い1123809
2017/11/28 11:51:45FX_BTC_JPY買い1124754
2017/11/28 11:51:19FX_BTC_JPY買い1125044
2017/11/28 11:50:47FX_BTC_JPY買い1125294
2017/11/28 11:50:18FX_BTC_JPY売り1125325
2017/11/28 11:50:17FX_BTC_JPY買い1125100
2017/11/28 11:49:57FX_BTC_JPY売り1125213
2017/11/28 11:49:57FX_BTC_JPY売り1125279
2017/11/28 11:49:09FX_BTC_JPY買い1124977
2017/11/28 11:49:06FX_BTC_JPY売り1124875
2017/11/28 11:48:56FX_BTC_JPY買い1124651
2017/11/28 11:48:34FX_BTC_JPY買い1125043
2017/11/28 11:47:57FX_BTC_JPY売り1125142
2017/11/28 11:47:47FX_BTC_JPY売り1125037
2017/11/28 11:47:39FX_BTC_JPY買い1124995
2017/11/28 11:46:43FX_BTC_JPY買い1124813
2017/11/28 11:45:25FX_BTC_JPY売り1125248
2017/11/28 11:45:21FX_BTC_JPY買い1125251
2017/11/28 11:44:43FX_BTC_JPY売り1124833
2017/11/28 11:44:42FX_BTC_JPY売り1124724
2017/11/28 11:44:40FX_BTC_JPY買い1124609
2017/11/28 11:44:23FX_BTC_JPY買い1124600
2017/11/28 11:44:08FX_BTC_JPY売り1124428
2017/11/28 11:44:07FX_BTC_JPY買い1124591
2017/11/28 11:43:58FX_BTC_JPY売り1124109
2017/11/28 11:43:54FX_BTC_JPY売り1123745
2017/11/28 11:43:40FX_BTC_JPY売り1123446
2017/11/28 11:43:39FX_BTC_JPY買い1123427
2017/11/28 11:43:21FX_BTC_JPY買い1123521
2017/11/28 11:43:06FX_BTC_JPY買い1124349
2017/11/28 11:39:26FX_BTC_JPY売り1125382
2017/11/28 11:39:26FX_BTC_JPY売り1125374
2017/11/28 11:39:26FX_BTC_JPY売り1125374
2017/11/28 11:39:08FX_BTC_JPY売り1125101
2017/11/28 11:39:03FX_BTC_JPY買い1124877
2017/11/28 11:38:28FX_BTC_JPY買い1125156
2017/11/28 11:38:12FX_BTC_JPY買い1125149
2017/11/28 11:37:49FX_BTC_JPY買い1125213
2017/11/28 11:37:13FX_BTC_JPY買い1125225
2017/11/28 11:36:45FX_BTC_JPY買い1125220
2017/11/28 11:36:22FX_BTC_JPY買い1125202
2017/11/28 11:34:50FX_BTC_JPY売り1125034
2017/11/28 11:34:47FX_BTC_JPY買い1124810
2017/11/28 11:34:06FX_BTC_JPY売り1125267
2017/11/28 11:34:00FX_BTC_JPY売り1125226
2017/11/28 11:33:56FX_BTC_JPY買い1125044
2017/11/28 11:33:30FX_BTC_JPY買い1125015
2017/11/28 11:33:14FX_BTC_JPY売り1125168
2017/11/28 11:33:13FX_BTC_JPY売り1124705
2017/11/28 11:33:00FX_BTC_JPY買い1124481
2017/11/28 11:32:42FX_BTC_JPY買い1124944
2017/11/28 11:31:36FX_BTC_JPY買い1125270
2017/11/28 11:31:11FX_BTC_JPY売り1125023
2017/11/28 11:31:09FX_BTC_JPY買い1124799
2017/11/28 11:30:39FX_BTC_JPY売り1125525
2017/11/28 11:30:21FX_BTC_JPY買い1125200
2017/11/28 11:30:09FX_BTC_JPY売り1125226
2017/11/28 11:29:39FX_BTC_JPY売り1124683
2017/11/28 11:29:39FX_BTC_JPY売り1124602
2017/11/28 11:29:21FX_BTC_JPY買い1124459
2017/11/28 11:28:42FX_BTC_JPY買い1124378
2017/11/28 11:27:32FX_BTC_JPY売り1124827
2017/11/28 11:27:30FX_BTC_JPY買い1124600
2017/11/28 11:26:52FX_BTC_JPY買い1125001
2017/11/28 11:26:28FX_BTC_JPY売り1125226
2017/11/28 11:26:25FX_BTC_JPY買い1125001
2017/11/28 11:26:00FX_BTC_JPY売り1125225
2017/11/28 11:25:25FX_BTC_JPY買い1125000
2017/11/28 11:25:05FX_BTC_JPY売り1124836
2017/11/28 11:24:40FX_BTC_JPY買い1124850
2017/11/28 11:24:25FX_BTC_JPY売り1124832
2017/11/28 11:24:23FX_BTC_JPY買い1124608
2017/11/28 11:23:52FX_BTC_JPY売り1125101
2017/11/28 11:23:29FX_BTC_JPY買い1124786
2017/11/28 11:20:15FX_BTC_JPY売り1125725
2017/11/28 11:20:15FX_BTC_JPY売り1125615
2017/11/28 11:20:13FX_BTC_JPY買い1125500
2017/11/28 11:19:51FX_BTC_JPY買い1125390
2017/11/28 11:19:20FX_BTC_JPY売り1125347
2017/11/28 11:19:17FX_BTC_JPY買い1125320
2017/11/28 11:19:16FX_BTC_JPY売り1125346
2017/11/28 11:18:53FX_BTC_JPY買い1125121
2017/11/28 11:18:47FX_BTC_JPY売り1125294
2017/11/28 11:18:47FX_BTC_JPY売り1125298
2017/11/28 11:18:46FX_BTC_JPY売り1125187
2017/11/28 11:17:48FX_BTC_JPY売り1124515
2017/11/28 11:17:43FX_BTC_JPY売り1124274
2017/11/28 11:17:43FX_BTC_JPY買い1124050
2017/11/28 11:17:15FX_BTC_JPY売り1123981
2017/11/28 11:16:24FX_BTC_JPY買い1123866
2017/11/28 11:15:42FX_BTC_JPY売り1123828
2017/11/28 11:15:36FX_BTC_JPY買い1123640
2017/11/28 11:15:30FX_BTC_JPY売り1124454
2017/11/28 11:15:29FX_BTC_JPY売り1124390
2017/11/28 11:15:11FX_BTC_JPY買い1124166
2017/11/28 11:14:56FX_BTC_JPY買い1124300
2017/11/28 11:14:12FX_BTC_JPY売り1124311
2017/11/28 11:14:07FX_BTC_JPY買い1124270
2017/11/28 11:14:05FX_BTC_JPY売り1124244
2017/11/28 11:14:05FX_BTC_JPY売り1124231
2017/11/28 11:13:40FX_BTC_JPY買い1124020
2017/11/28 11:13:27FX_BTC_JPY買い1124007
2017/11/28 11:12:29FX_BTC_JPY売り1123734
2017/11/28 11:12:29FX_BTC_JPY売り1123624
2017/11/28 11:12:26FX_BTC_JPY買い1123450
2017/11/28 11:12:07FX_BTC_JPY買い1123400
2017/11/28 11:11:47FX_BTC_JPY売り1122426
2017/11/28 11:11:40FX_BTC_JPY買い1122202
2017/11/28 11:11:21FX_BTC_JPY売り1123294
2017/11/28 11:11:21FX_BTC_JPY売り1123315
2017/11/28 11:11:21FX_BTC_JPY売り1123427
2017/11/28 11:11:21FX_BTC_JPY売り1123724
2017/11/28 11:11:06FX_BTC_JPY売り1122659
2017/11/28 11:11:04FX_BTC_JPY買い1122432
2017/11/28 11:10:28FX_BTC_JPY売り1123232
2017/11/28 11:10:26FX_BTC_JPY買い1123027
2017/11/28 11:09:46FX_BTC_JPY買い1123068
2017/11/28 11:09:28FX_BTC_JPY買い1123210
2017/11/28 11:09:00FX_BTC_JPY買い1123203
2017/11/28 11:08:37FX_BTC_JPY買い1123500
2017/11/28 11:08:14FX_BTC_JPY売り1124177
2017/11/28 11:08:02FX_BTC_JPY売り1123723
2017/11/28 11:08:02FX_BTC_JPY売り1123904
2017/11/28 11:08:01FX_BTC_JPY買い1123495
2017/11/28 11:07:22FX_BTC_JPY売り1123777
2017/11/28 11:07:21FX_BTC_JPY買い1123799
2017/11/28 11:07:03FX_BTC_JPY買い1123680
2017/11/28 11:06:53FX_BTC_JPY売り1123627
2017/11/28 11:06:34FX_BTC_JPY買い1123403
2017/11/28 11:05:56FX_BTC_JPY買い1123953
2017/11/28 11:04:51FX_BTC_JPY買い1124308
2017/11/28 11:04:43FX_BTC_JPY売り1124174
2017/11/28 11:03:28FX_BTC_JPY買い1123950
2017/11/28 11:02:36FX_BTC_JPY売り1123726
2017/11/28 11:02:35FX_BTC_JPY買い1123492
2017/11/28 11:01:04FX_BTC_JPY売り1124930
2017/11/28 11:01:04FX_BTC_JPY売り1125024
2017/11/28 11:01:04FX_BTC_JPY売り1125020
2017/11/28 11:00:35FX_BTC_JPY売り1124525
2017/11/28 11:00:32FX_BTC_JPY買い1124330
2017/11/28 11:00:24FX_BTC_JPY売り1124555
2017/11/28 11:00:13FX_BTC_JPY買い1124331
2017/11/28 10:59:27FX_BTC_JPY買い1124706
2017/11/28 10:59:06FX_BTC_JPY買い1124799
2017/11/28 10:58:49FX_BTC_JPY買い1124796
2017/11/28 10:58:21FX_BTC_JPY買い1124962
2017/11/28 10:57:28FX_BTC_JPY買い1125000
2017/11/28 10:56:50FX_BTC_JPY買い1125000
2017/11/28 10:56:39FX_BTC_JPY売り1125025
2017/11/28 10:56:32FX_BTC_JPY売り1124923
2017/11/28 10:56:32FX_BTC_JPY売り1124894
2017/11/28 10:56:31FX_BTC_JPY売り1124724
2017/11/28 10:56:31FX_BTC_JPY売り1124763
2017/11/28 10:56:30FX_BTC_JPY買い1124500
2017/11/28 10:56:21FX_BTC_JPY売り1124403
2017/11/28 10:56:14FX_BTC_JPY買い1124253
2017/11/28 10:55:53FX_BTC_JPY売り1124250
2017/11/28 10:55:53FX_BTC_JPY買い1124323
2017/11/28 10:55:23FX_BTC_JPY売り1124028
2017/11/28 10:55:18FX_BTC_JPY買い1123993
2017/11/28 10:55:12FX_BTC_JPY売り1124209
2017/11/28 10:55:03FX_BTC_JPY買い1123983
2017/11/28 10:54:48FX_BTC_JPY売り1124109
2017/11/28 10:54:47FX_BTC_JPY買い1123885
2017/11/28 10:54:28FX_BTC_JPY売り1124249
2017/11/28 10:54:23FX_BTC_JPY買い1124007
2017/11/28 10:54:06FX_BTC_JPY売り1124107
2017/11/28 10:53:59FX_BTC_JPY買い1124028
2017/11/28 10:51:50FX_BTC_JPY売り1124696
2017/11/28 10:51:50FX_BTC_JPY買い1124697
2017/11/28 10:51:46FX_BTC_JPY売り1124226
2017/11/28 10:51:27FX_BTC_JPY買い1124002
2017/11/28 10:51:05FX_BTC_JPY買い1124500
2017/11/28 10:50:51FX_BTC_JPY買い1124539
2017/11/28 10:50:23FX_BTC_JPY売り1124269
2017/11/28 10:50:23FX_BTC_JPY買い1124056
2017/11/28 10:50:09FX_BTC_JPY買い1124489
2017/11/28 10:49:22FX_BTC_JPY売り1124280
2017/11/28 10:49:22FX_BTC_JPY売り1124280
2017/11/28 10:49:22FX_BTC_JPY売り1124229
2017/11/28 10:49:17FX_BTC_JPY売り1123547
2017/11/28 10:49:17FX_BTC_JPY売り1123573
2017/11/28 10:49:08FX_BTC_JPY買い1123323
2017/11/28 10:48:43FX_BTC_JPY売り1123048
2017/11/28 10:48:39FX_BTC_JPY買い1122824
2017/11/28 10:48:22FX_BTC_JPY売り1122333
2017/11/28 10:48:13FX_BTC_JPY売り1121892
2017/11/28 10:48:09FX_BTC_JPY買い1121618
2017/11/28 10:47:54FX_BTC_JPY売り1121728
2017/11/28 10:47:49FX_BTC_JPY買い1121504
2017/11/28 10:47:22FX_BTC_JPY買い1122109
2017/11/28 10:46:58FX_BTC_JPY買い1123378
2017/11/28 10:46:50FX_BTC_JPY売り1123376
2017/11/28 10:46:50FX_BTC_JPY売り1123359
2017/11/28 10:46:43FX_BTC_JPY買い1123152
2017/11/28 10:46:18FX_BTC_JPY買い1123163
2017/11/28 10:45:12FX_BTC_JPY売り1121213
2017/11/28 10:45:06FX_BTC_JPY買い1121484
2017/11/28 10:44:39FX_BTC_JPY売り1123213
2017/11/28 10:44:39FX_BTC_JPY売り1122813
2017/11/28 10:44:34FX_BTC_JPY買い1122588
2017/11/28 10:44:01FX_BTC_JPY買い1122770
2017/11/28 10:43:47FX_BTC_JPY売り1123225
2017/11/28 10:43:46FX_BTC_JPY買い1123101
2017/11/28 10:42:39FX_BTC_JPY買い1124056
2017/11/28 10:42:29FX_BTC_JPY売り1123676
2017/11/28 10:42:19FX_BTC_JPY買い1123585
2017/11/28 10:41:51FX_BTC_JPY売り1122681
2017/11/28 10:41:44FX_BTC_JPY買い1122631
2017/11/28 10:40:33FX_BTC_JPY売り1123225
2017/11/28 10:40:31FX_BTC_JPY買い1123001
2017/11/28 10:39:58FX_BTC_JPY買い1124004
2017/11/28 10:39:35FX_BTC_JPY売り1123729
2017/11/28 10:39:33FX_BTC_JPY買い1124300
2017/11/28 10:39:18FX_BTC_JPY売り1124275
2017/11/28 10:39:16FX_BTC_JPY買い1124299
2017/11/28 10:39:05FX_BTC_JPY買い1124800
2017/11/28 10:38:50FX_BTC_JPY売り1125735
2017/11/28 10:38:41FX_BTC_JPY買い1125505
2017/11/28 10:38:32FX_BTC_JPY売り1125727
2017/11/28 10:38:27FX_BTC_JPY買い1125502
2017/11/28 10:38:07FX_BTC_JPY売り1125984
2017/11/28 10:37:53FX_BTC_JPY売り1125808
2017/11/28 10:37:51FX_BTC_JPY買い1125759
2017/11/28 10:37:49FX_BTC_JPY売り1125782
2017/11/28 10:37:08FX_BTC_JPY買い1125585
2017/11/28 10:36:27FX_BTC_JPY買い1125582
2017/11/28 10:35:46FX_BTC_JPY買い1125801
2017/11/28 10:34:52FX_BTC_JPY買い1126000
2017/11/28 10:33:24FX_BTC_JPY売り1125845
2017/11/28 10:33:19FX_BTC_JPY買い1125619
2017/11/28 10:32:17FX_BTC_JPY買い1125996
2017/11/28 10:31:58FX_BTC_JPY買い1126074
2017/11/28 10:31:42FX_BTC_JPY買い1125987
2017/11/28 10:30:34FX_BTC_JPY買い1126158
2017/11/28 10:29:21FX_BTC_JPY買い1126300
2017/11/28 10:28:23FX_BTC_JPY買い1126506
2017/11/28 10:26:12FX_BTC_JPY買い1126623
2017/11/28 10:25:48FX_BTC_JPY売り1127325
2017/11/28 10:25:44FX_BTC_JPY買い1127300
2017/11/28 10:25:43FX_BTC_JPY売り1127235
2017/11/28 10:25:10FX_BTC_JPY売り1126444
2017/11/28 10:24:55FX_BTC_JPY買い1126219
2017/11/28 10:24:25FX_BTC_JPY売り1126366
2017/11/28 10:24:11FX_BTC_JPY買い1126141
2017/11/28 10:23:27FX_BTC_JPY売り1126127
2017/11/28 10:23:25FX_BTC_JPY売り1125916
2017/11/28 10:23:24FX_BTC_JPY買い1125902
2017/11/28 10:23:04FX_BTC_JPY売り1125762
2017/11/28 10:23:03FX_BTC_JPY売り1125624
2017/11/28 10:22:38FX_BTC_JPY買い1125500
2017/11/28 10:21:45FX_BTC_JPY買い1125537
2017/11/28 10:21:17FX_BTC_JPY売り1125391
2017/11/28 10:21:11FX_BTC_JPY売り1125283
2017/11/28 10:20:35FX_BTC_JPY買い1125058
2017/11/28 10:19:40FX_BTC_JPY買い1125166
2017/11/28 10:19:08FX_BTC_JPY売り1125121
2017/11/28 10:18:32FX_BTC_JPY買い1124897
2017/11/28 10:18:19FX_BTC_JPY買い1125670
2017/11/28 10:17:45FX_BTC_JPY売り1125280
2017/11/28 10:17:45FX_BTC_JPY売り1125279
2017/11/28 10:17:45FX_BTC_JPY売り1125225
2017/11/28 10:17:45FX_BTC_JPY売り1125280
2017/11/28 10:17:44FX_BTC_JPY買い1125055
2017/11/28 10:17:30FX_BTC_JPY買い1125054
2017/11/28 10:16:54FX_BTC_JPY買い1125000
2017/11/28 10:16:39FX_BTC_JPY買い1125055
2017/11/28 10:16:30FX_BTC_JPY売り1125195
2017/11/28 10:15:57FX_BTC_JPY売り1124973
2017/11/28 10:15:57FX_BTC_JPY売り1124933
2017/11/28 10:15:45FX_BTC_JPY売り1124072
2017/11/28 10:15:44FX_BTC_JPY買い1124236
2017/11/28 10:14:45FX_BTC_JPY売り1123504
2017/11/28 10:14:43FX_BTC_JPY買い1123316
2017/11/28 10:14:18FX_BTC_JPY売り1122813
2017/11/28 10:12:43FX_BTC_JPY買い1122589
2017/11/28 10:10:02FX_BTC_JPY売り1122649
2017/11/28 10:08:03FX_BTC_JPY売り1121943
2017/11/28 10:06:31FX_BTC_JPY買い1121719
2017/11/28 10:06:10FX_BTC_JPY売り1122360
2017/11/28 10:06:09FX_BTC_JPY買い1122400
2017/11/28 10:05:19FX_BTC_JPY売り1121740
2017/11/28 10:05:19FX_BTC_JPY買い1121516
2017/11/28 10:04:34FX_BTC_JPY買い1122425
2017/11/28 10:02:48FX_BTC_JPY売り1123189
2017/11/28 10:02:45FX_BTC_JPY買い1123119
2017/11/28 10:02:11FX_BTC_JPY売り1123124
2017/11/28 10:01:49FX_BTC_JPY買い1122870
2017/11/28 10:00:39FX_BTC_JPY売り1123706
2017/11/28 10:00:39FX_BTC_JPY売り1122831
2017/11/28 10:00:05FX_BTC_JPY売り1122747
2017/11/28 09:59:59FX_BTC_JPY買い1122523
2017/11/28 09:59:35FX_BTC_JPY買い1122523
2017/11/28 09:59:33FX_BTC_JPY売り1122523
2017/11/28 09:59:07FX_BTC_JPY買い1122300
2017/11/28 09:58:37FX_BTC_JPY売り1122024
2017/11/28 09:58:31FX_BTC_JPY買い1121800
2017/11/28 09:57:39FX_BTC_JPY売り1121540
2017/11/28 09:57:39FX_BTC_JPY買い1121466
2017/11/28 09:55:33FX_BTC_JPY売り1121411
2017/11/28 09:55:33FX_BTC_JPY買い1121799
2017/11/28 09:54:57FX_BTC_JPY売り1121574
2017/11/28 09:54:13FX_BTC_JPY買い1121500
2017/11/28 09:53:57FX_BTC_JPY売り1121636
2017/11/28 09:53:35FX_BTC_JPY買い1121146
2017/11/28 09:53:24FX_BTC_JPY売り1122025
2017/11/28 09:53:09FX_BTC_JPY買い1121720
2017/11/28 09:49:54FX_BTC_JPY買い1123481
2017/11/28 09:49:40FX_BTC_JPY売り1123590
2017/11/28 09:49:38FX_BTC_JPY買い1123786
2017/11/28 09:48:13FX_BTC_JPY売り1124326
2017/11/28 09:48:10FX_BTC_JPY買い1124358
2017/11/28 09:45:53FX_BTC_JPY売り1124245
2017/11/28 09:45:36FX_BTC_JPY買い1124021
2017/11/28 09:45:22FX_BTC_JPY買い1124205
2017/11/28 09:44:50FX_BTC_JPY買い1124709
2017/11/28 09:44:37FX_BTC_JPY売り1124906
2017/11/28 09:44:20FX_BTC_JPY売り1124663
2017/11/28 09:44:14FX_BTC_JPY売り1124504
2017/11/28 09:43:57FX_BTC_JPY買い1124280
2017/11/28 09:43:32FX_BTC_JPY売り1124050
2017/11/28 09:42:16FX_BTC_JPY買い1123989
2017/11/28 09:41:51FX_BTC_JPY買い1124469
2017/11/28 09:41:24FX_BTC_JPY買い1124592
2017/11/28 09:40:25FX_BTC_JPY買い1125100
2017/11/28 09:39:46FX_BTC_JPY売り1124723
2017/11/28 09:39:45FX_BTC_JPY買い1124499
2017/11/28 09:38:50FX_BTC_JPY売り1124234
2017/11/28 09:38:48FX_BTC_JPY買い1124010
2017/11/28 09:38:41FX_BTC_JPY売り1124464
2017/11/28 09:38:38FX_BTC_JPY売り1124172
2017/11/28 09:38:38FX_BTC_JPY売り1124250
2017/11/28 09:38:28FX_BTC_JPY買い1123951
2017/11/28 09:36:08FX_BTC_JPY買い1124025
2017/11/28 09:35:10FX_BTC_JPY買い1124240
2017/11/28 09:34:09FX_BTC_JPY売り1124130
2017/11/28 09:34:08FX_BTC_JPY売り1123697
2017/11/28 09:33:59FX_BTC_JPY買い1123473
2017/11/28 09:33:35FX_BTC_JPY売り1123314
2017/11/28 09:33:31FX_BTC_JPY買い1123398
2017/11/28 09:31:35FX_BTC_JPY買い1123906
2017/11/28 09:30:57FX_BTC_JPY売り1124734
2017/11/28 09:30:45FX_BTC_JPY買い1124879
2017/11/28 09:28:46FX_BTC_JPY売り1126195
2017/11/28 09:28:39FX_BTC_JPY買い1126298
2017/11/28 09:28:37FX_BTC_JPY売り1126120
2017/11/28 09:28:36FX_BTC_JPY売り1126017
2017/11/28 09:28:27FX_BTC_JPY売り1125931
2017/11/28 09:28:27FX_BTC_JPY売り1125934
2017/11/28 09:28:22FX_BTC_JPY買い1125895
2017/11/28 09:28:08FX_BTC_JPY買い1125894
2017/11/28 09:27:49FX_BTC_JPY買い1125895
2017/11/28 09:27:20FX_BTC_JPY買い1125797
2017/11/28 09:27:09FX_BTC_JPY売り1125790
2017/11/28 09:26:55FX_BTC_JPY買い1125631
2017/11/28 09:25:44FX_BTC_JPY売り1125626
2017/11/28 09:25:44FX_BTC_JPY売り1125625
2017/11/28 09:25:41FX_BTC_JPY買い1125479
2017/11/28 09:25:13FX_BTC_JPY買い1125454
2017/11/28 09:24:52FX_BTC_JPY売り1125235
2017/11/28 09:24:52FX_BTC_JPY売り1125024
2017/11/28 09:24:50FX_BTC_JPY売り1124326
2017/11/28 09:24:31FX_BTC_JPY買い1124102
2017/11/28 09:24:02FX_BTC_JPY買い1124800
2017/11/28 09:22:11FX_BTC_JPY売り1124543
2017/11/28 09:22:06FX_BTC_JPY買い1124319
2017/11/28 09:21:43FX_BTC_JPY売り1124286
2017/11/28 09:21:42FX_BTC_JPY買い1124489
2017/11/28 09:21:30FX_BTC_JPY売り1124485
2017/11/28 09:21:21FX_BTC_JPY売り1123724
2017/11/28 09:21:20FX_BTC_JPY買い1123500
2017/11/28 09:20:58FX_BTC_JPY売り1123030
2017/11/28 09:20:55FX_BTC_JPY買い1122766
2017/11/28 09:19:44FX_BTC_JPY売り1123082
2017/11/28 09:19:42FX_BTC_JPY買い1123059
2017/11/28 09:18:26FX_BTC_JPY売り1123379
2017/11/28 09:17:52FX_BTC_JPY買い1123048
2017/11/28 09:16:22FX_BTC_JPY売り1124129
2017/11/28 09:16:20FX_BTC_JPY売り1123697
2017/11/28 09:16:13FX_BTC_JPY買い1123075
2017/11/28 09:15:39FX_BTC_JPY買い1124000
2017/11/28 09:15:02FX_BTC_JPY買い1124261
2017/11/28 09:14:45FX_BTC_JPY買い1124695
2017/11/28 09:14:06FX_BTC_JPY売り1125227
2017/11/28 09:13:58FX_BTC_JPY買い1125001
2017/11/28 09:13:08FX_BTC_JPY売り1125901
2017/11/28 09:13:06FX_BTC_JPY買い1126248
2017/11/28 09:12:43FX_BTC_JPY売り1125633
2017/11/28 09:12:42FX_BTC_JPY買い1125581
2017/11/28 09:11:42FX_BTC_JPY売り1126594
2017/11/28 09:11:41FX_BTC_JPY買い1126369
2017/11/28 09:10:58FX_BTC_JPY売り1126586
2017/11/28 09:10:28FX_BTC_JPY買い1126361
2017/11/28 09:09:39FX_BTC_JPY買い1127010
2017/11/28 09:09:00FX_BTC_JPY売り1126860
2017/11/28 09:08:56FX_BTC_JPY買い1126800
2017/11/28 09:08:49FX_BTC_JPY売り1126635
2017/11/28 09:08:00FX_BTC_JPY売り1126232
2017/11/28 09:07:48FX_BTC_JPY買い1126007
2017/11/28 09:07:34FX_BTC_JPY買い1126114
2017/11/28 09:06:56FX_BTC_JPY買い1127498
2017/11/28 09:06:03FX_BTC_JPY売り1126925
2017/11/28 09:06:00FX_BTC_JPY買い1126725
2017/11/28 09:05:09FX_BTC_JPY売り1125296
2017/11/28 09:05:02FX_BTC_JPY買い1125071
2017/11/28 09:04:01FX_BTC_JPY売り1126500
2017/11/28 09:04:01FX_BTC_JPY買い1126653
2017/11/28 09:03:33FX_BTC_JPY買い1127171
2017/11/28 09:03:18FX_BTC_JPY買い1127810
2017/11/28 09:02:58FX_BTC_JPY買い1127920
2017/11/28 09:02:31FX_BTC_JPY買い1128448
2017/11/28 09:02:20FX_BTC_JPY売り1128396
2017/11/28 09:02:09FX_BTC_JPY買い1128177
2017/11/28 09:01:07FX_BTC_JPY売り1128801
2017/11/28 09:01:06FX_BTC_JPY買い1128939
2017/11/28 09:00:47FX_BTC_JPY売り1128931
2017/11/28 09:00:46FX_BTC_JPY買い1128706
2017/11/28 09:00:26FX_BTC_JPY売り1128500
2017/11/28 09:00:24FX_BTC_JPY買い1128999
2017/11/28 09:00:19FX_BTC_JPY売り1128369
2017/11/28 09:00:19FX_BTC_JPY売り1128581
2017/11/28 09:00:19FX_BTC_JPY売り1128581
2017/11/28 09:00:17FX_BTC_JPY売り1127656
2017/11/28 08:59:53FX_BTC_JPY売り1127372
2017/11/28 08:59:49FX_BTC_JPY買い1127098
2017/11/28 08:59:17FX_BTC_JPY買い1127579
2017/11/28 08:58:30FX_BTC_JPY買い1128144
2017/11/28 08:58:11FX_BTC_JPY売り1128359
2017/11/28 08:57:59FX_BTC_JPY買い1128134
2017/11/28 08:56:56FX_BTC_JPY買い1128356
2017/11/28 08:56:47FX_BTC_JPY売り1128464
2017/11/28 08:56:45FX_BTC_JPY売り1128377
2017/11/28 08:56:36FX_BTC_JPY買い1128356
2017/11/28 08:56:20FX_BTC_JPY買い1128152
2017/11/28 08:56:07FX_BTC_JPY売り1127775
2017/11/28 08:56:04FX_BTC_JPY買い1127550
2017/11/28 08:54:41FX_BTC_JPY売り1126924
2017/11/28 08:54:39FX_BTC_JPY買い1126768
2017/11/28 08:53:04FX_BTC_JPY売り1126227
2017/11/28 08:53:04FX_BTC_JPY買い1126002
2017/11/28 08:52:53FX_BTC_JPY売り1126224
2017/11/28 08:52:46FX_BTC_JPY売り1125844
2017/11/28 08:52:45FX_BTC_JPY売り1125808
2017/11/28 08:52:43FX_BTC_JPY買い1125726
2017/11/28 08:52:43FX_BTC_JPY売り1125726
2017/11/28 08:51:52FX_BTC_JPY買い1125583
2017/11/28 08:50:49FX_BTC_JPY買い1125501
2017/11/28 08:50:03FX_BTC_JPY売り1126126
2017/11/28 08:50:03FX_BTC_JPY売り1126046
2017/11/28 08:49:58FX_BTC_JPY買い1126000
2017/11/28 08:49:35FX_BTC_JPY買い1125821
2017/11/28 08:49:11FX_BTC_JPY買い1125885
2017/11/28 08:48:06FX_BTC_JPY売り1127484
2017/11/28 08:47:07FX_BTC_JPY買い1127184
2017/11/28 08:46:11FX_BTC_JPY買い1128256
2017/11/28 08:46:11FX_BTC_JPY売り1128239
2017/11/28 08:45:50FX_BTC_JPY売り1127827
2017/11/28 08:45:49FX_BTC_JPY買い1127602
2017/11/28 08:45:25FX_BTC_JPY買い1127965
2017/11/28 08:44:31FX_BTC_JPY売り1127032
2017/11/28 08:44:17FX_BTC_JPY買い1126807
2017/11/28 08:42:14FX_BTC_JPY売り1128784
2017/11/28 08:41:47FX_BTC_JPY売り1128325
2017/11/28 08:41:43FX_BTC_JPY買い1128100
2017/11/28 08:41:27FX_BTC_JPY売り1128300
2017/11/28 08:41:27FX_BTC_JPY買い1128350
2017/11/28 08:41:16FX_BTC_JPY売り1128225
2017/11/28 08:41:12FX_BTC_JPY売り1127705
2017/11/28 08:41:03FX_BTC_JPY買い1127540
2017/11/28 08:40:23FX_BTC_JPY買い1127599
2017/11/28 08:39:52FX_BTC_JPY買い1128550
2017/11/28 08:39:39FX_BTC_JPY売り1128834
2017/11/28 08:39:32FX_BTC_JPY買い1128608
2017/11/28 08:39:13FX_BTC_JPY売り1128925
2017/11/28 08:39:09FX_BTC_JPY買い1128732
2017/11/28 08:37:23FX_BTC_JPY売り1128274
2017/11/28 08:37:22FX_BTC_JPY買い1128200
2017/11/28 08:37:11FX_BTC_JPY売り1128225
2017/11/28 08:37:11FX_BTC_JPY売り1128113
2017/11/28 08:37:09FX_BTC_JPY買い1128000
2017/11/28 08:36:32FX_BTC_JPY売り1127485
2017/11/28 08:36:30FX_BTC_JPY買い1127469
2017/11/28 08:36:15FX_BTC_JPY売り1127435
2017/11/28 08:36:11FX_BTC_JPY買い1127335
2017/11/28 08:35:49FX_BTC_JPY買い1127099
2017/11/28 08:35:15FX_BTC_JPY売り1127227
2017/11/28 08:35:11FX_BTC_JPY買い1127002
2017/11/28 08:34:45FX_BTC_JPY売り1127140
2017/11/28 08:34:37FX_BTC_JPY買い1127625
2017/11/28 08:33:38FX_BTC_JPY売り1125348
2017/11/28 08:33:38FX_BTC_JPY買い1125123
2017/11/28 08:33:14FX_BTC_JPY売り1125268
2017/11/28 08:33:14FX_BTC_JPY買い1125449
2017/11/28 08:32:30FX_BTC_JPY売り1124890
2017/11/28 08:32:25FX_BTC_JPY買い1124499
2017/11/28 08:32:12FX_BTC_JPY売り1124254
2017/11/28 08:32:12FX_BTC_JPY売り1124201
2017/11/28 08:32:10FX_BTC_JPY買い1124111
2017/11/28 08:31:52FX_BTC_JPY売り1124024
2017/11/28 08:31:46FX_BTC_JPY売り1123838
2017/11/28 08:31:45FX_BTC_JPY売り1123506
2017/11/28 08:31:29FX_BTC_JPY売り1123006
2017/11/28 08:31:29FX_BTC_JPY売り1123224
2017/11/28 08:31:28FX_BTC_JPY売り1122866
2017/11/28 08:31:26FX_BTC_JPY売り1122789
2017/11/28 08:31:18FX_BTC_JPY買い1122558
2017/11/28 08:30:50FX_BTC_JPY買い1122885
2017/11/28 08:30:28FX_BTC_JPY売り1122871
2017/11/28 08:30:27FX_BTC_JPY買い1122863
2017/11/28 08:29:47FX_BTC_JPY買い1122699
2017/11/28 08:29:04FX_BTC_JPY買い1123000
2017/11/28 08:28:26FX_BTC_JPY売り1123232
2017/11/28 08:28:24FX_BTC_JPY買い1123000
2017/11/28 08:28:09FX_BTC_JPY売り1122964
2017/11/28 08:28:08FX_BTC_JPY買い1123024
2017/11/28 08:28:04FX_BTC_JPY売り1123091
2017/11/28 08:27:54FX_BTC_JPY売り1122599
2017/11/28 08:27:50FX_BTC_JPY売り1122424
2017/11/28 08:27:48FX_BTC_JPY買い1122190
2017/11/28 08:27:31FX_BTC_JPY売り1121737
2017/11/28 08:27:31FX_BTC_JPY買い1121775
2017/11/28 08:27:07FX_BTC_JPY売り1121535
2017/11/28 08:27:07FX_BTC_JPY買い1121311
2017/11/28 08:26:42FX_BTC_JPY売り1121876
2017/11/28 08:26:41FX_BTC_JPY買い1121898
2017/11/28 08:26:24FX_BTC_JPY買い1122484
2017/11/28 08:25:49FX_BTC_JPY売り1122291
2017/11/28 08:25:35FX_BTC_JPY買い1122067
2017/11/28 08:25:01FX_BTC_JPY買い1122400
2017/11/28 08:23:46FX_BTC_JPY買い1123401
2017/11/28 08:23:23FX_BTC_JPY売り1123015
2017/11/28 08:23:21FX_BTC_JPY買い1123000
2017/11/28 08:23:07FX_BTC_JPY売り1122693
2017/11/28 08:23:05FX_BTC_JPY買い1122746
2017/11/28 08:22:14FX_BTC_JPY売り1123405
2017/11/28 08:22:13FX_BTC_JPY売り1123330
2017/11/28 08:21:22FX_BTC_JPY売り1122974
2017/11/28 08:21:17FX_BTC_JPY買い1122899
2017/11/28 08:20:57FX_BTC_JPY買い1123106
2017/11/28 08:20:32FX_BTC_JPY買い1123402
2017/11/28 08:19:19FX_BTC_JPY買い1123614
2017/11/28 08:19:01FX_BTC_JPY買い1123800
2017/11/28 08:17:19FX_BTC_JPY売り1123097
2017/11/28 08:15:49FX_BTC_JPY買い1123100
2017/11/28 08:14:24FX_BTC_JPY売り1123500
2017/11/28 08:14:23FX_BTC_JPY買い1124000
2017/11/28 08:13:45FX_BTC_JPY買い1124000
2017/11/28 08:12:22FX_BTC_JPY売り1124226
2017/11/28 08:12:20FX_BTC_JPY売り1123926
2017/11/28 08:12:19FX_BTC_JPY買い1124000
2017/11/28 08:11:38FX_BTC_JPY売り1123666
2017/11/28 08:11:34FX_BTC_JPY買い1123452
2017/11/28 08:11:34FX_BTC_JPY買い1123725
2017/11/28 08:10:42FX_BTC_JPY買い1123153
2017/11/28 08:10:18FX_BTC_JPY売り1123224
2017/11/28 08:10:18FX_BTC_JPY売り1123323
2017/11/28 08:10:18FX_BTC_JPY売り1123865
2017/11/28 08:10:15FX_BTC_JPY買い1122724
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2017/11/28 08:09:20FX_BTC_JPY買い1122528
2017/11/28 08:08:56FX_BTC_JPY買い1123099
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2017/11/28 08:08:39FX_BTC_JPY買い1122999
2017/11/28 08:08:04FX_BTC_JPY買い1123240
2017/11/28 08:07:46FX_BTC_JPY売り1123174
2017/11/28 08:07:46FX_BTC_JPY買い1123483
2017/11/28 08:07:35FX_BTC_JPY売り1122654
2017/11/28 08:07:26FX_BTC_JPY買い1122430
2017/11/28 08:06:59FX_BTC_JPY売り1122832
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2017/11/28 08:06:42FX_BTC_JPY売り1122378
2017/11/28 08:06:39FX_BTC_JPY買い1122154
2017/11/28 08:05:46FX_BTC_JPY売り1122753
2017/11/28 08:05:33FX_BTC_JPY買い1122529
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2017/11/28 08:04:38FX_BTC_JPY売り1120221
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2017/11/28 08:04:38FX_BTC_JPY売り1120222
2017/11/28 08:04:24FX_BTC_JPY買い1119998
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2017/11/28 08:00:12FX_BTC_JPY買い1118256
2017/11/28 07:59:41FX_BTC_JPY売り1118918
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2017/11/28 07:56:53FX_BTC_JPY買い1119502
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2017/11/28 07:47:54FX_BTC_JPY買い1119850
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2017/11/28 07:45:08FX_BTC_JPY買い1119009
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2017/11/28 07:39:38FX_BTC_JPY買い1119057
2017/11/28 07:37:40FX_BTC_JPY売り1119223
2017/11/28 07:37:35FX_BTC_JPY買い1118990
2017/11/28 07:36:32FX_BTC_JPY売り1119132
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2017/11/28 07:36:02FX_BTC_JPY買い1118849
2017/11/28 07:34:37FX_BTC_JPY売り1118979
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2017/11/28 07:34:08FX_BTC_JPY買い1119372
2017/11/28 07:33:53FX_BTC_JPY売り1119222
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2017/11/28 07:33:37FX_BTC_JPY買い1119000
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2017/11/28 07:33:04FX_BTC_JPY買い1117985
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2017/11/28 07:32:16FX_BTC_JPY買い1117704
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2017/11/28 07:31:44FX_BTC_JPY買い1117776
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2017/11/28 07:30:40FX_BTC_JPY買い1117500
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2017/11/28 07:30:16FX_BTC_JPY買い1117500
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2017/11/28 07:29:36FX_BTC_JPY買い1117200
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2017/11/28 07:28:57FX_BTC_JPY売り1117160
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2017/11/28 07:28:41FX_BTC_JPY買い1116937
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2017/11/28 07:27:32FX_BTC_JPY売り1116445
2017/11/28 07:27:25FX_BTC_JPY買い1116210
2017/11/28 07:25:04FX_BTC_JPY売り1116624
2017/11/28 07:24:55FX_BTC_JPY買い1116401
2017/11/28 07:24:33FX_BTC_JPY買い1116588
2017/11/28 07:24:17FX_BTC_JPY売り1116721
2017/11/28 07:24:14FX_BTC_JPY買い1116498
2017/11/28 07:23:47FX_BTC_JPY買い1116910
2017/11/28 07:23:21FX_BTC_JPY買い1116787
2017/11/28 07:22:49FX_BTC_JPY売り1116987
2017/11/28 07:22:47FX_BTC_JPY買い1116764
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2017/11/28 07:22:26FX_BTC_JPY買い1116690
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2017/11/28 07:21:26FX_BTC_JPY売り1115311
2017/11/28 07:20:46FX_BTC_JPY買い1115062
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2017/11/28 07:20:04FX_BTC_JPY買い1114771
2017/11/28 07:18:43FX_BTC_JPY売り1115212
2017/11/28 07:18:30FX_BTC_JPY買い1114990
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2017/11/28 07:17:02FX_BTC_JPY買い1114286
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2017/11/28 07:16:06FX_BTC_JPY買い1115000
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2017/11/28 07:15:26FX_BTC_JPY買い1114899
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2017/11/28 07:15:13FX_BTC_JPY買い1114603
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2017/11/28 07:14:26FX_BTC_JPY買い1113925
2017/11/28 07:13:46FX_BTC_JPY売り1113222
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2017/11/28 07:10:49FX_BTC_JPY買い1114919
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2017/11/28 07:06:31FX_BTC_JPY買い1114861
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2017/11/28 06:23:02FX_BTC_JPY売り1119282
2017/11/28 06:22:56FX_BTC_JPY買い1119059
2017/11/28 06:20:28FX_BTC_JPY売り1119284
2017/11/28 06:20:26FX_BTC_JPY買い1119449
2017/11/28 06:20:15FX_BTC_JPY売り1119319
2017/11/28 06:20:11FX_BTC_JPY買い1119087
2017/11/28 06:19:15FX_BTC_JPY売り1119627
2017/11/28 06:19:15FX_BTC_JPY買い1119494
2017/11/28 06:18:48FX_BTC_JPY売り1119253
2017/11/28 06:18:48FX_BTC_JPY買い1119933
2017/11/28 06:18:38FX_BTC_JPY売り1119084
2017/11/28 06:18:25FX_BTC_JPY買い1118858
2017/11/28 06:18:12FX_BTC_JPY売り1118739
2017/11/28 06:17:50FX_BTC_JPY買い1118500
2017/11/28 06:17:11FX_BTC_JPY売り1119471
2017/11/28 06:17:08FX_BTC_JPY買い1119248
2017/11/28 06:16:36FX_BTC_JPY売り1119545
2017/11/28 06:16:28FX_BTC_JPY買い1119341
2017/11/28 06:14:39FX_BTC_JPY売り1119644
2017/11/28 06:14:39FX_BTC_JPY売り1119789
2017/11/28 06:14:36FX_BTC_JPY買い1119421
2017/11/28 06:14:15FX_BTC_JPY買い1119566
2017/11/28 06:13:12FX_BTC_JPY売り1118880
2017/11/28 06:13:12FX_BTC_JPY売り1118923
2017/11/28 06:12:55FX_BTC_JPY買い1118657
2017/11/28 06:12:42FX_BTC_JPY買い1118662
2017/11/28 06:11:55FX_BTC_JPY売り1116590
2017/11/28 06:11:52FX_BTC_JPY売り1116349
2017/11/28 06:11:47FX_BTC_JPY買い1116125
2017/11/28 06:11:36FX_BTC_JPY売り1116080
2017/11/28 06:11:33FX_BTC_JPY買い1116118
2017/11/28 06:11:13FX_BTC_JPY買い1116368
2017/11/28 06:10:37FX_BTC_JPY売り1116271
2017/11/28 06:10:36FX_BTC_JPY買い1116048
2017/11/28 06:10:36FX_BTC_JPY売り1116048
2017/11/28 06:10:34FX_BTC_JPY売り1116029
2017/11/28 06:10:05FX_BTC_JPY売り1115717
2017/11/28 06:10:05FX_BTC_JPY売り1115723
2017/11/28 06:09:59FX_BTC_JPY買い1115494
2017/11/28 06:09:39FX_BTC_JPY買い1115500
2017/11/28 06:09:03FX_BTC_JPY売り1114721
2017/11/28 06:09:01FX_BTC_JPY買い1114879
2017/11/28 06:08:25FX_BTC_JPY売り1113724
2017/11/28 06:08:24FX_BTC_JPY買い1113502
2017/11/28 06:07:34FX_BTC_JPY買い1115825
2017/11/28 06:07:18FX_BTC_JPY買い1115855
2017/11/28 06:07:06FX_BTC_JPY売り1115783
2017/11/28 06:07:05FX_BTC_JPY売り1115591
2017/11/28 06:06:58FX_BTC_JPY買い1115560
2017/11/28 06:06:49FX_BTC_JPY売り1115543
2017/11/28 06:06:44FX_BTC_JPY買い1115368
2017/11/28 06:06:31FX_BTC_JPY買い1115320
2017/11/28 06:06:24FX_BTC_JPY売り1114978
2017/11/28 06:06:13FX_BTC_JPY買い1114760
2017/11/28 06:06:13FX_BTC_JPY売り1114760
2017/11/28 06:05:58FX_BTC_JPY買い1114538
2017/11/28 06:05:42FX_BTC_JPY売り1114425
2017/11/28 06:05:42FX_BTC_JPY売り1114223
2017/11/28 06:05:33FX_BTC_JPY買い1114001
2017/11/28 06:05:22FX_BTC_JPY売り1114314
2017/11/28 06:05:18FX_BTC_JPY買い1114092
2017/11/28 06:04:34FX_BTC_JPY買い1114203
2017/11/28 06:03:43FX_BTC_JPY売り1114853
2017/11/28 06:03:32FX_BTC_JPY売り1114722
2017/11/28 06:03:32FX_BTC_JPY売り1114712
2017/11/28 06:03:23FX_BTC_JPY買い1114630
2017/11/28 06:03:09FX_BTC_JPY買い1114650
2017/11/28 06:02:56FX_BTC_JPY買い1114490
2017/11/28 06:02:44FX_BTC_JPY売り1114029
2017/11/28 06:02:24FX_BTC_JPY買い1114016
2017/11/28 06:02:07FX_BTC_JPY売り1114232
2017/11/28 06:01:52FX_BTC_JPY売り1113850
2017/11/28 06:01:50FX_BTC_JPY買い1113750
2017/11/28 06:01:31FX_BTC_JPY買い1114010
2017/11/28 06:00:58FX_BTC_JPY売り1113222
2017/11/28 06:00:58FX_BTC_JPY売り1113310
2017/11/28 06:00:46FX_BTC_JPY売り1113039
2017/11/28 06:00:37FX_BTC_JPY売り1112644
2017/11/28 06:00:37FX_BTC_JPY売り1112776
2017/11/28 06:00:34FX_BTC_JPY買い1112417
2017/11/28 06:00:14FX_BTC_JPY売り1111721
2017/11/28 05:59:27FX_BTC_JPY売り1111296
2017/11/28 05:59:27FX_BTC_JPY売り1111427
2017/11/28 05:59:20FX_BTC_JPY買い1111075
2017/11/28 05:58:14FX_BTC_JPY買い1111205
2017/11/28 05:57:50FX_BTC_JPY買い1111498
2017/11/28 05:57:10FX_BTC_JPY売り1111338
2017/11/28 05:57:10FX_BTC_JPY売り1111334
2017/11/28 05:57:10FX_BTC_JPY売り1111421
2017/11/28 05:57:10FX_BTC_JPY売り1111421
2017/11/28 05:57:10FX_BTC_JPY売り1111225
2017/11/28 05:57:10FX_BTC_JPY売り1111416
2017/11/28 05:57:07FX_BTC_JPY買い1111116
2017/11/28 05:56:45FX_BTC_JPY買い1111200
2017/11/28 05:55:29FX_BTC_JPY買い1111199
2017/11/28 05:55:17FX_BTC_JPY売り1110740
2017/11/28 05:55:15FX_BTC_JPY買い1110844
2017/11/28 05:54:38FX_BTC_JPY買い1111199
2017/11/28 05:54:01FX_BTC_JPY買い1111003
2017/11/28 05:53:46FX_BTC_JPY買い1111194
2017/11/28 05:53:24FX_BTC_JPY売り1111246
2017/11/28 05:53:12FX_BTC_JPY買い1111024
2017/11/28 05:52:36FX_BTC_JPY売り1111756
2017/11/28 05:52:36FX_BTC_JPY買い1111897
2017/11/28 05:52:26FX_BTC_JPY売り1111526
2017/11/28 05:52:25FX_BTC_JPY売り1111340
2017/11/28 05:52:18FX_BTC_JPY売り1110646
2017/11/28 05:52:18FX_BTC_JPY売り1110503
2017/11/28 05:52:17FX_BTC_JPY買い1110424
2017/11/28 05:52:05FX_BTC_JPY買い1110281
2017/11/28 05:51:32FX_BTC_JPY買い1110867
2017/11/28 05:51:06FX_BTC_JPY買い1111118
2017/11/28 05:50:53FX_BTC_JPY買い1112554
2017/11/28 05:50:28FX_BTC_JPY買い1112817
2017/11/28 05:49:52FX_BTC_JPY買い1113097
2017/11/28 05:49:28FX_BTC_JPY売り1112528
2017/11/28 05:49:09FX_BTC_JPY売り1111723
2017/11/28 05:48:42FX_BTC_JPY買い1111563
2017/11/28 05:48:07FX_BTC_JPY買い1112306
2017/11/28 05:47:21FX_BTC_JPY買い1113087
2017/11/28 05:44:59FX_BTC_JPY売り1112838
2017/11/28 05:44:55FX_BTC_JPY買い1112874
2017/11/28 05:44:09FX_BTC_JPY売り1110712
2017/11/28 05:44:09FX_BTC_JPY買い1110500
2017/11/28 05:44:01FX_BTC_JPY売り1110229
2017/11/28 05:43:49FX_BTC_JPY売り1110055
2017/11/28 05:42:56FX_BTC_JPY買い1109834
2017/11/28 05:42:35FX_BTC_JPY売り1109726
2017/11/28 05:42:33FX_BTC_JPY買い1109700
2017/11/28 05:42:05FX_BTC_JPY買い1110308
2017/11/28 05:39:30FX_BTC_JPY売り1108800
2017/11/28 05:39:30FX_BTC_JPY買い1108900
2017/11/28 05:39:23FX_BTC_JPY売り1108221
2017/11/28 05:39:23FX_BTC_JPY売り1108221
2017/11/28 05:39:23FX_BTC_JPY売り1108423
2017/11/28 05:39:12FX_BTC_JPY買い1108000
2017/11/28 05:38:39FX_BTC_JPY売り1107943
2017/11/28 05:38:37FX_BTC_JPY買い1107997
2017/11/28 05:37:33FX_BTC_JPY買い1108000
2017/11/28 05:36:58FX_BTC_JPY売り1107761
2017/11/28 05:36:55FX_BTC_JPY売り1107559
2017/11/28 05:36:37FX_BTC_JPY買い1107439
2017/11/28 05:36:00FX_BTC_JPY売り1107342
2017/11/28 05:35:59FX_BTC_JPY買い1107121
2017/11/28 05:35:41FX_BTC_JPY買い1107539
2017/11/28 05:35:19FX_BTC_JPY売り1107775
2017/11/28 05:35:14FX_BTC_JPY買い1107554
2017/11/28 05:34:53FX_BTC_JPY買い1108201
2017/11/28 05:34:36FX_BTC_JPY売り1109196
2017/11/28 05:34:14FX_BTC_JPY買い1108989
2017/11/28 05:33:58FX_BTC_JPY売り1108522
2017/11/28 05:33:47FX_BTC_JPY売り1107971
2017/11/28 05:33:42FX_BTC_JPY買い1107750
2017/11/28 05:33:22FX_BTC_JPY売り1107222
2017/11/28 05:33:22FX_BTC_JPY買い1107001
2017/11/28 05:31:06FX_BTC_JPY買い1108370
2017/11/28 05:30:19FX_BTC_JPY売り1109222
2017/11/28 05:30:08FX_BTC_JPY買い1109001
2017/11/28 05:29:44FX_BTC_JPY売り1108921
2017/11/28 05:29:43FX_BTC_JPY買い1108700
2017/11/28 05:29:40FX_BTC_JPY売り1108621
2017/11/28 05:29:28FX_BTC_JPY買い1108400
2017/11/28 05:28:45FX_BTC_JPY売り1108191
2017/11/28 05:28:45FX_BTC_JPY売り1108191
2017/11/28 05:28:42FX_BTC_JPY買い1107970
2017/11/28 05:28:30FX_BTC_JPY買い1107970
2017/11/28 05:27:42FX_BTC_JPY売り1106813
2017/11/28 05:27:42FX_BTC_JPY売り1106916
2017/11/28 05:27:42FX_BTC_JPY売り1107826
2017/11/28 05:27:39FX_BTC_JPY買い1106592
2017/11/28 05:27:09FX_BTC_JPY売り1105444
2017/11/28 05:27:06FX_BTC_JPY買い1105223
2017/11/28 05:25:51FX_BTC_JPY売り1103558
2017/11/28 05:25:35FX_BTC_JPY買い1103151
2017/11/28 05:25:10FX_BTC_JPY売り1103221
2017/11/28 05:25:10FX_BTC_JPY売り1103220
2017/11/28 05:25:08FX_BTC_JPY買い1103001
2017/11/28 05:23:38FX_BTC_JPY買い1103000
2017/11/28 05:23:23FX_BTC_JPY売り1103021
2017/11/28 05:22:52FX_BTC_JPY買い1102801
2017/11/28 05:20:20FX_BTC_JPY売り1103928
2017/11/28 05:20:10FX_BTC_JPY買い1103708
2017/11/28 05:19:20FX_BTC_JPY売り1103046
2017/11/28 05:19:17FX_BTC_JPY買い1102935
2017/11/28 05:18:50FX_BTC_JPY売り1103352
2017/11/28 05:18:50FX_BTC_JPY買い1103499
2017/11/28 05:18:28FX_BTC_JPY売り1103456
2017/11/28 05:18:27FX_BTC_JPY買い1103236
2017/11/28 05:17:19FX_BTC_JPY売り1104758
2017/11/28 05:17:13FX_BTC_JPY売り1103963
2017/11/28 05:17:12FX_BTC_JPY買い1103743
2017/11/28 05:15:40FX_BTC_JPY売り1103191
2017/11/28 05:15:37FX_BTC_JPY買い1102971
2017/11/28 05:15:25FX_BTC_JPY買い1104538
2017/11/28 05:14:46FX_BTC_JPY売り1104631
2017/11/28 05:14:14FX_BTC_JPY買い1104396
2017/11/28 05:11:02FX_BTC_JPY売り1104345
2017/11/28 05:10:41FX_BTC_JPY買い1104147
2017/11/28 05:10:11FX_BTC_JPY売り1104253
2017/11/28 05:10:03FX_BTC_JPY買い1104033
2017/11/28 05:09:44FX_BTC_JPY売り1103686
2017/11/28 05:09:32FX_BTC_JPY買い1103466
2017/11/28 05:09:26FX_BTC_JPY売り1103019
2017/11/28 05:09:26FX_BTC_JPY売り1103079
2017/11/28 05:08:48FX_BTC_JPY買い1102799
2017/11/28 05:08:18FX_BTC_JPY売り1102621
2017/11/28 05:08:08FX_BTC_JPY買い1102401
2017/11/28 05:07:08FX_BTC_JPY買い1102859
2017/11/28 05:05:47FX_BTC_JPY売り1102826
2017/11/28 05:05:46FX_BTC_JPY買い1102606
2017/11/28 05:05:02FX_BTC_JPY売り1103180
2017/11/28 05:04:56FX_BTC_JPY買い1102960
2017/11/28 05:04:51FX_BTC_JPY売り1102895
2017/11/28 05:04:19FX_BTC_JPY買い1102675
2017/11/28 05:04:11FX_BTC_JPY売り1102539
2017/11/28 05:04:01FX_BTC_JPY買い1102314
2017/11/28 05:02:49FX_BTC_JPY売り1101827
2017/11/28 05:02:35FX_BTC_JPY買い1101578
2017/11/28 05:02:05FX_BTC_JPY売り1103412
2017/11/28 05:02:03FX_BTC_JPY買い1103242
2017/11/28 05:00:44FX_BTC_JPY売り1104575
2017/11/28 05:00:44FX_BTC_JPY売り1104600
2017/11/28 05:00:40FX_BTC_JPY買い1104355
2017/11/28 05:00:24FX_BTC_JPY売り1104010
2017/11/28 05:00:20FX_BTC_JPY買い1103800

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