|
・「R with Excel」
・「R with Excel」（続き）
・「R with Excel」（続き）
・「R with Excel」（続き）
（約62000字）
本日「このフォーラム」、▼[3707],[3724]と▼[3708]、それに▼[4417],[4418],[4421]と▼[4419],[4431]などからの続きです。
・（再掲）
https://neorail.jp/fun/Z47T-DFK/?sq=%E6%98%A5%E6%97%A5,%E5%A4%A7%E4%BA%95,%E5%B7%9D%E5%86%85,%E6%97%A5%E5%90%91,%E5%8D%83%E4%BB%A3%E7%94%B0,%E6%84%9B%E5%AE%95,%E9%B9%BF%E5%B3%B6,%E8%8B%A5%E8%91%89,%E7%91%9E%E7%A9%82,%E7%86%8A%E9%87%8E,%E9%9D%92%E8%91%89,%E5%8D%83%E6%AD%B3,%E6%98%8E%E7%9F%B3,%E6%9C%89%E6%98%8E,%E7%9F%B3%E5%9E%A3,%E4%BD%90%E6%B8%A1,%E7%A7%8B%E6%B4%A5,%E7%A7%8B%E6%9C%88,%E7%A6%8F%E6%B1%9F,%E5%B9%B3%E6%88%B8,%E9%95%B7%E8%89%AF,%E7%94%B1%E8%89%AF,%E7%BE%BD%E9%BB%92
・[4419]
> 熊野と青葉、どっちがつよいんですか。えー…（てんてんてん）。
| 春日 | 22 | 38 | 6 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 4 | 2 | 0 | 2 | 0 | 2 | 0 | 2 | 0 | 0 | 1 | 0 | 3 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | | 大井 | 20 | 28 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 4 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 2 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | 0 | 3 | 0 | 1 | 1 | 0 | 0 | 1 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | | 川内 | 14 | 16 | 1 | 1 | 1 | 3 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | | 日向 | 13 | 16 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 0 | 2 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | 千代田 | 13 | 20 | 5 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | | 愛宕 | 11 | 17 | 1 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 2 | 0 | 3 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | | 鹿島 | 11 | 14 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | | 若葉 | 10 | 16 | 5 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | | 瑞穂 | 9 | 15 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | | 熊野 | 9 | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | | 青葉 | 8 | 14 | 4 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | 千歳 | 7 | 10 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | | 明石 | 7 | 9 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | 有明 | 6 | 12 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 1 | 0 | | 石垣 | 6 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | | 佐渡 | 5 | 5 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | 秋津 | 5 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | | 秋月 | 5 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | 福江 | 5 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | 平戸 | 4 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | 長良 | 4 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | | 由良 | 4 | 5 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | 羽黒 | 3 | 5 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
なんだかそういう、ヘッダー行なしでむき出しでボディだけあるTSVデータがあるとします。これを「R」に読み込みます。われわれはWindowsと長年のおともだちのフレンズなのでクリップボードを経由します。ファイル経由だと取り違えそう。
■「R with Excel」TSVデータを読み込む
（タブ区切り・行名あり） | myzip=read.table("clipboard",h=0,row.names=1) | | 1列目と2列目のデータをプロット | plot(myzip[,c(1,2)]) |
※同じ手順で全件のデータも「myzipall」として読み込んでおいて、以下で使っていきます。
https://neorail.jp/forum/uploads/r_myzip_plot_pref_city.png
![https://neorail.jp/forum/uploads/r_myzip_plot_pref_city.png]()
うーん。データフレーム名に「my」という接頭辞を冠して「郵便番号データ」を我が物顔で使う。（※ソコジャナイ。）「row.names=1」にしても、まず「V1」という列名で読み込まれたのが行名として使われるということであって、「V2」から「V50」はそのままになるのね。だからといって、列を指定するときは1から始まるのね。（ぶつぶつ）
https://neorail.jp/forum/uploads/r_myzipall_plot_pref_city.png
![https://neorail.jp/forum/uploads/r_myzipall_plot_pref_city.png]()
同じことを全件で。（※ただし件数非公表）これが拙作「駅名ランダマイザー（Z47T-DFK）」のデータの『ぜん貌！』だっ。（※効果音「風雲どどんDX」はいりまーす＆いただきましたー。）
■「R with Excel」（続き）| 行名をプロットする | par(cex=0.8) # 文字を小さく
plot(myzipall[,c(1,2)],type="n")
text(myzipall[,c(1,2)],row.names(myzipall)) |
https://neorail.jp/forum/uploads/r_myzipall_plot_pref_city_row_names.png
![https://neorail.jp/forum/uploads/r_myzipall_plot_pref_city_row_names.png]()
http://img-cdn.jg.jugem.jp/b9a/176294/20170506_2319957.jpg
https://image2.b-ch.com/ttl2/4551/4551004a.jpg
中野と山田と中山の超！ とらいあんぐるっ（違）どうしてもといえば、こういうことだった。なあに風なら吹いていた。吹いていたんだ。（もっと違）
http://www.cvl.cs.chubu.ac.jp/lab/study/term/object/similar02.jpg
このような文書空間の中に、そういう（上のように36個までの町名を選択した）文書があって、そこには町名という単語があって、その「tf-idf」（[3742]）がー（↑）みたいなことを言うのなら、あまりにもオーソドックスなのでおもしろみがない。（ぶつぶつ）だれかやってー（↑）といって投げ出していた気分をおわかりいただけるはずだ。
・[4460]
> それならその通りにすればいいのに、ひとてま加えてしまう。カレーに砂糖を入れようとして砂糖のつぼを探すが見当たらない。（違）
わざわざやるなら、少しでもおもしろいことをしたいという欲がある。これは自然なことだ。（※白目）
・[4417]
> > なんで35番街!?
> > 各店舗が府中町1丁目5番地から9番地までにあるので、番地の5から9までの数を足すと…35！
> さっすが府中商人。数字を見たら足し算しちゃうのね。商人の鑑だよとはこのことだよ。
・[3707]
> ▼「【ご当地度】」みたいなものは数で数えるのでなく、「ご当地ベクトル！」などと称して『センター』を選び…じゃなくて、47次元のベクトルにしたくなってまいります。
卒論や修論の当事者（学生）が、じぶんの最初のささいな思いつき「ご当地度」なるものに延々と未練がましくこだわり続けるようすを演じています。（※表現は演出です。）
> まったくエレガントとは言えませんが、「ご当地ベクトル！」だけの主成分分析を先に行なって第1主成分の主成分得点を使うという方法でもよいのではありませんか。
ありがとうございました。なんとなく、そういう主成分分析をしたとして、その第1主成分は「ご当地度」にはならず「都会−田舎軸（カッコカリ）」みたいな、同じ都道府県の中での中心地からの乖離度のような指標になるんじゃないか、第2主成分のほうが「ご当地度」になるんじゃないか、そんな気がしませんか。えー…（てんてんてん）。
※「駅名ランダマイザー（Z47T-DFK）」を実現するために抽出したデータでは件数を絞り込んであるので。絞り込んでいない、「郵便番号データ」そのまま全件でやれば、データの件数ゆえ「ご当地度」のほうが第1主成分になりそう、ということ。実際にやってもいないのにいう。その意味では「駅名ランダマイザー（Z47T-DFK）」のデータでの第2主成分は「ご当地度」ということでもなく、もっと何か合成したようなよくわからない指標にもなりそう。えー…（てんてんてん）。
・[3514]
> 「家庭内会話率（中学生）」「携帯・スマホ所有率（中学生）」「米生産量」「年間雨日数」「コンビニエンスストア数」
研究室で会話してスマホで米を生産しようといいました。…いいません！！（※真っ赤）
> 埼玉で「さいたま市」だけを採ってしまうと見えなくなると思うんですけど（＝東京の「下町」で遊びがてら、もんじゃ焼きを食べに行くよアリガトウ）、兵庫と岡山は県庁所在地に人口が集中していて、たぶん（≒だいたい）、この通りなんですよ。わあぃごらんの＊＊＊＊だよ！ テレビでお好み焼きが出てきて食べたくなるけど店はないっ！！ …なるほどなるほど。それで？（もしゃもしゃ）…あざっす。三菱商事食品グループからの「オタフクソース」については[3492]を参照。
さいたまさいたま！！（※白目）
> 「埼玉・兵庫・岡山タイプ！（通勤快速＆家庭でお好み焼きっ！）」
同じ埼玉県の中でも、いわゆる「通勤快速」のお世話になる地域と「いきなり各駅停車で都内へゴー！」な地域との違いがあるということをいわんとしていますが、わかりにくかったですかね。（ねちねち）
https://pbs.twimg.com/media/EimAfwuVoAA-ZBr.png
https://stat.ameba.jp/user_images/20190108/16/400tsubasa/49/f4/j/o1080060714335493633.jpg
https://blogimg.goo.ne.jp/user_image/7c/44/629ec6c767145648a059b3bdcdcdff3b.jpg
・[3538]
> 都心からびみょーに離れた（お手ごろながら広くて快適な）家でなんでも済ませようというのが「埼玉・兵庫・岡山タイプ！（通勤快速＆家庭でお好み焼きっ！）」なんですよっ（仮）からの「＊＊ゼミ」みたいなのもそういう地域で（学習塾より）シェアを獲得なさっているのではございませんこと？ あらあら、まあまあ！
進研ゼミとはいわないけれど岡山には大改造が必要な時期。（※名指し）
・[4537]
> > ウインカーを出さない人、あるいは曲がる直前まで出さない人がけっこう目立つ。JAFのアンケートで、91％の人が「方向指示器（ウインカー）を出さずに車線変更や右左折する車が多い」と答えた岡山県を筆頭に、大都市よりも、地方ほどウインカーを出さない傾向がある。
> “無口な”地方は危険である。しゃべるひとを敵視すらする。おしゃべりだといってののしる。それではいけない。ウインカーがうんぬんという以前に、そこから問題が始まっているという認識が必要だ。岡山改造計画が必要な時期。大岡山改造と言ってもいい。（違）
じぶんが進研ゼミだから、みんな進研ゼミだよねと、聞きもしないで思いこむようす。（※名指し）
・[3569]
> 東京地方のわたしたち、岡山に対して明確なイメージがなかったとしても、仮には埼玉みたいなものだと思えば、大巾に的外れということもなかろうと、こういうわけです。（※恐縮です。）
出ました「東京地方」これだけで17歳くらいの高校生しょくんは「意味不明な概念がいきなり出てきた」といって怒る。（※ソコジャナイ。）
https://www.mitsubishielectric.co.jp/society/ozonizer/support/images/img_map.gif
「高松」「神戸」「東京」と書けばいいのに融通が利かないのが三菱。
■「R with Excel」（続き）| 主成分分析を実行する | mycmpzip <- prcomp(myzip[,c(3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49)], scale=TRUE) | | 主成分分析の結果のサマリーを表示する | summary(mycmpzip)
# 各主成分の累積寄与率が表示されます | RからExcelに
主成分得点の表をコピーする | write.table(mycmpzip$x, file="clipboard", sep="\t") | RからExcelに
構造ベクトル（主成分と元の変数との相関係数）
の表をコピーする | write.table(mycmpzip$rotation, file="clipboard", sep="\t") |
> エラー:
> 定数／ゼロの列は単位分散になるようにスケール変更
うーん。そういえばぜんぶゼロの列があるのでした。全件のほうは問題なく。
> > summary(mycmpzipall)
> Importance of components%s:
> PC1 PC2 PC3 PC4 PC5 PC6 PC7 PC8 PC9 PC10 PC11
> Standard deviation 3.3000 1.47012 1.38394 1.1532 1.11735 1.05893 1.02191 1.00961 0.99098 0.98512 0.97664
> Proportion of Variance 0.2317 0.04598 0.04075 0.0283 0.02656 0.02386 0.02222 0.02169 0.02089 0.02065 0.02029
> Cumulative Proportion 0.2317 0.27769 0.31844 0.3467 0.37330 0.39716 0.41938 0.44106 0.46196 0.48261 0.50290
> PC12 PC13 PC14 PC15 PC16 PC17 PC18 PC19 PC20 PC21 PC22
> Standard deviation 0.95766 0.94807 0.94024 0.9376 0.91844 0.90402 0.90040 0.88378 0.88019 0.87037 0.85865
> Proportion of Variance 0.01951 0.01912 0.01881 0.0187 0.01795 0.01739 0.01725 0.01662 0.01648 0.01612 0.01569
> Cumulative Proportion 0.52241 0.54154 0.56035 0.5790 0.59700 0.61439 0.63164 0.64826 0.66474 0.68086 0.69654
> PC23 PC24 PC25 PC26 PC27 PC28 PC29 PC30 PC31 PC32 PC33
> Standard deviation 0.85151 0.84728 0.84212 0.83881 0.82947 0.82298 0.79723 0.79480 0.78920 0.77981 0.77639
> Proportion of Variance 0.01543 0.01527 0.01509 0.01497 0.01464 0.01441 0.01352 0.01344 0.01325 0.01294 0.01283
> Cumulative Proportion 0.71197 0.72724 0.74233 0.75730 0.77194 0.78635 0.79988 0.81332 0.82657 0.83951 0.85233
> PC34 PC35 PC36 PC37 PC38 PC39 PC40 PC41 PC42 PC43 PC44
> Standard deviation 0.76450 0.75698 0.74521 0.74364 0.73169 0.73098 0.71759 0.70451 0.70059 0.69303 0.67632
> Proportion of Variance 0.01244 0.01219 0.01182 0.01177 0.01139 0.01137 0.01096 0.01056 0.01044 0.01022 0.00973
> Cumulative Proportion 0.86477 0.87696 0.88877 0.90054 0.91193 0.92330 0.93426 0.94482 0.95526 0.96548 0.97521
> PC45 PC46 PC47
> Standard deviation 0.65351 0.63049 0.58356
> Proportion of Variance 0.00909 0.00846 0.00725
> Cumulative Proportion 0.98430 0.99275 1.00000
うーん。第8主成分までが「1以上」ということになりました。累積寄与率は第3主成分までで「0.31844」、第8主成分まで採っても「0.44106」にしか達しません。
・（再掲）日経リサーチ「主成分分析」
https://www.nikkei-r.co.jp/glossary/id=1632
> 「三菱←→ドンキ」
そもそも「三菱←→ドンキ」としかいいようのないような軸（主成分）が出てくるのが主成分分析というもの。「三菱←→ドンキ」といわれて、わかるけどわからないし、わからないけどわかる。（棒読み）
https://blogimg.goo.ne.jp/user_image/49/90/15b85e78176525085b953c6b2561e685.jpg
> 志布志←─宮崎
> └→油津
> 整理券を
> おとり下さい
> （縦書き）
※画像はイメージです。
ここでは、第1主成分や第2主成分は何か全般的なこと（データの全域にわたる特徴）を示していそうですが、それ以降となるとさっぱり、かなりぐちゃっとしたかたちで（細切れに＆寄せ集め的に）「ご当地度」を「ブロックごと」（関東や東海など）に束ねたようなことにでもなっているんですかね。（ねちねち）
> クリップボードのバッファが一杯なので、出力が失われました
ぎゃふん。そんなに巨大ではないはずなのに。（※恐縮です。）
■「R with Excel」（続き）| ファイルに出力 | write.table(mycmpzip$x, file="cmpmyzip_x.tsv", sep="\t") | | ファイルに出力 | write.table(mycmpzip$rotation, file="cmpmyzip_rotation.tsv", sep="\t") |
http://faq.epsondirect.co.jp/faq/doc/1033/answer/image/2012/09/04/1083600.jpg
変なことをしていなければ、ユーザーの「ドキュメント」のフォルダにファイルができるはず。文字コードは用途に合わせて。
・【全件での結果】「mycmpzipall$rotation」
| "PC1" | "PC2" | "PC3" | "PC4" | "PC5" | "PC6" | "PC7" | "PC8" | "PC9" | "PC10" | "PC11" | "PC12" | "PC13" | "PC14" | "PC15" | "PC16" | "PC17" | "PC18" | "PC19" | "PC20" | "PC21" | "PC22" | "PC23" | "PC24" | "PC25" | "PC26" | "PC27" | "PC28" | "PC29" | "PC30" | "PC31" | "PC32" | "PC33" | "PC34" | "PC35" | "PC36" | "PC37" | "PC38" | "PC39" | "PC40" | "PC41" | "PC42" | "PC43" | "PC44" | "PC45" | "PC46" | "PC47" | | "V4" | 0.200809212490101 | 0.217966085250973 | -0.16099438262228 | 0.0363316089949642 | -0.150297007518815 | 0.0803240812315222 | -0.0627562738978582 | 0.149745788353531 | -0.0190523969730811 | -0.00994752865390412 | 0.0368875276348654 | 0.0731543691981056 | -0.113289477857713 | 0.0057864213055702 | 0.0572103029993426 | 0.0612884976500423 | -0.0789302618502427 | -0.0764287638452939 | -0.0535027824785938 | 0.0618362684090745 | 0.00763761651258404 | 0.0858654559585291 | 0.0279302721977631 | 0.0713755818408436 | -0.136227863515788 | -0.0806345970547969 | -0.0297043732336285 | 0.0282965366687678 | 0.0580688475672155 | 0.0256551311273856 | 0.0124793080335227 | 0.0956499787206164 | -0.12671005140502 | -0.128356773922966 | 0.0465952573284926 | 0.00213918936473432 | 0.0804603325523692 | 0.0777426184053097 | -0.0665426835055774 | -0.0360785696663688 | -0.0106926395493382 | -0.132182739875912 | 0.0869062750793125 | -0.110961157639613 | 0.152303509063856 | -0.0305847413139009 | 0.784712563113537 | | "V5" | 0.169165171708263 | 0.151340624007624 | 0.136179105185354 | -0.221360488165877 | 0.0641271880228974 | 0.0310175827825838 | -0.0123216425547478 | 0.126783400647802 | -0.108613408554707 | 0.0411602652274443 | 0.08564058299343 | 0.075157751985742 | -0.00229788208004595 | 0.0517882407866745 | 0.00174127610997509 | 0.0377763761077351 | -0.0385403183782613 | 0.0188154585355695 | -0.0343943755286539 | 0.208773693619433 | -0.0630565619754381 | -0.135293385952994 | -0.140600828588529 | 0.0238144316294194 | -0.259460017865669 | 0.0787830346884842 | -0.03565454935349 | -0.0932083829857551 | -0.11682913849037 | -0.206157861062169 | 0.056829578200346 | -0.34788297419046 | -0.152585141882357 | -0.321388857403426 | 0.251807245536209 | 0.132599807894044 | 0.0937363097485002 | 0.105341951425059 | -0.215188955150386 | -0.301975773911082 | 0.102673377896211 | 0.0129065395393504 | 0.00627459983184152 | -0.0892947007312296 | -0.254067692031694 | -0.00862584786247047 | -0.166258592305783 | | "V6" | 0.145624660876627 | 0.135288080613088 | 0.166653578294967 | -0.364324013969835 | 0.105064634697623 | -0.0704859191728566 | 0.0115124924222109 | -0.101060032860957 | 0.00229183462150084 | 0.12486919723955 | -0.154108086545745 | -0.0518337694584032 | -0.00125637161549512 | -0.0849715261373601 | 0.061624816045299 | -0.150673846109472 | 0.129452167998076 | 0.0891642798016945 | -0.0202568997466426 | 0.0663354147883674 | 0.0250647455776584 | -0.115741592430851 | 0.115323802202533 | 0.0423826786908011 | 0.166751615996293 | 0.0791476088165249 | 0.0972554040275496 | -0.188033225064436 | -0.0493895799936157 | -0.109268825022598 | -0.0103776459583172 | 0.143880871870362 | -0.133513781184419 | -0.226671122186623 | 0.256506555305373 | -0.329656397642041 | -0.122596469813582 | -0.0603594694932889 | 0.296243715962014 | 0.0532216231934518 | -0.341817456409093 | 0.035071419789849 | -0.0737465365180085 | 0.0186753112954389 | 0.214245686208109 | 0.0175262890148439 | 0.0464591430012142 | | "V7" | 0.160813077483478 | 0.144136992380195 | 0.182866319987175 | -0.118509553276015 | -0.0168056493623044 | -0.0529998158715264 | -0.104767238329919 | 0.0229176574575097 | -0.023191970379303 | 0.0445837620915259 | -0.0248663708642251 | -0.0977718056781698 | 0.0559328339242193 | 0.273533159542704 | 0.134690686144023 | -0.0105094686486679 | 0.060303176187379 | 0.0110339992436003 | 0.242466871046106 | 0.0905868430930327 | 0.126392434206406 | -0.178617800764847 | -0.121558568127884 | 0.0404308647652085 | -0.153941426598593 | -0.00669458152373122 | 0.0145730238729732 | -0.220856216123302 | 0.226601956561552 | 0.163326575681575 | -0.387152847575082 | 0.065602544411927 | 0.304370675136328 | 0.0127875048485324 | -0.192595455565931 | 0.149171148136423 | 0.0136952998751432 | -0.132126021340298 | -0.0546276738747536 | -0.00808840930245845 | -0.068419538638299 | -0.0105392534796468 | 0.362840740263178 | 0.0926515611767127 | 0.0910197913942883 | -0.123302857638789 | -0.0320443436464337 | | "V8" | 0.12125029320924 | 0.128407595330901 | 0.254726436061725 | -0.285890331242746 | 0.205448096935733 | 0.132863225224919 | -0.0909605215904404 | -0.00987671669684635 | -0.0795235829859366 | 0.125007604044472 | -0.161414945241443 | 0.0965775283268397 | 0.177928734721031 | -0.0134157860434426 | -0.0614234664525443 | -0.0641111212163743 | -0.0635159843497063 | 0.0184777228020701 | -0.134847235028733 | -0.043322198658537 | -0.124751712132121 | 0.0147971548168608 | 0.115756748268701 | -0.111010049964109 | 0.0536436183211577 | -0.325042420681539 | -0.198449601984937 | 0.222282249516333 | 0.090061463077728 | -0.112181201473418 | 0.194647979935577 | 0.0981793917536111 | 0.0299459094097143 | 0.152489449973113 | -0.179157602388452 | 0.278197743111312 | -0.168110980181503 | -0.203567455016041 | 0.0486255247373426 | -0.0174564245946055 | 0.119699894072677 | -0.175165308827845 | 0.0293552150382447 | -0.259561926668872 | 0.036200735910631 | 0.0696306719214228 | -0.00155743711398595 | | "V9" | 0.174607006417127 | 0.223606366464201 | 0.126525000720719 | -0.0934196544683811 | 0.071031645501097 | 0.0251955916221161 | -0.101860251666667 | 0.107021424802598 | -0.0484197568779693 | 0.0826579441678371 | 0.045225921421044 | 0.0198839326632944 | -0.0929168020147481 | -0.0404006259210448 | -0.0181149632925647 | 0.00455086824862806 | -0.116345026114495 | -0.0231719073750573 | 0.0670515821116161 | -0.0499992498158125 | -0.0731858512094258 | 0.199026608732198 | 0.160994156263099 | 0.0638942997130183 | -0.0213829271751666 | -0.0120147849394706 | 0.161335399885544 | 0.168643961475765 | 0.0234285711934603 | 0.213786564829134 | 0.129963018939928 | 0.251747415751372 | -0.0935417452670688 | 0.290873581204848 | 0.0165094489713023 | -0.0421031287367191 | 0.18056594586227 | 0.0435712919478749 | -0.0749455920224196 | -0.2394714862202 | -0.221405892339697 | 0.271575814220427 | 0.042032976165793 | 0.380565878481015 | -0.309406608919029 | 0.0843598532937497 | -0.0481228149739058 | | "V10" | 0.17494263053227 | 0.132602619589102 | 0.22482920771542 | -0.143219168877765 | 0.0544741678741871 | -0.151349647266325 | -0.0185639139632196 | 0.021343276433534 | -0.0808567785742751 | -0.0270520167184052 | 0.127063542678076 | -0.0811135119436573 | -0.00214830295925189 | -0.00112067183964466 | 0.0622835249891541 | -0.194906801272585 | 0.025523602195953 | 0.0415587519190504 | 0.152516113194726 | -0.0742917094799247 | 0.0542872791351608 | -0.0358836364150235 | -0.0497570229000945 | 0.0674081903109621 | -0.125340710391565 | 0.000895152560600548 | 0.0209339622169163 | 0.0673476405114346 | -0.0677652391114685 | 0.0154082848086073 | -0.0261745687136352 | -0.110160231579526 | 0.141206155037516 | 0.0904817754011443 | -0.120597659781022 | -0.105656480138869 | 0.259727898343813 | 0.195324172690489 | 0.0742943741486384 | 0.350938480378553 | 0.373746375701632 | -0.0699220537762489 | -0.466069213275599 | 0.126127220963105 | 0.0313177870009452 | 0.155468991747155 | 0.10239573047304 | | "V11" | 0.143464727054713 | 0.0979588545437516 | 0.205867614282815 | 0.21922547506265 | -0.100807622974042 | -0.0684910649225964 | 0.103259337982205 | 0.00202196114785735 | -0.0710073847201015 | -0.147835145730386 | -0.180309994748138 | -0.016027315864812 | 0.38642304711495 | -0.0599667174830891 | -0.198632460033202 | 0.129611649270118 | -0.038148735886453 | 0.128243639028339 | 0.0513274684976502 | 0.0527423702387259 | 0.125260703178765 | -0.0334049653645312 | -0.141625616184481 | -0.0304133571687837 | 0.0549504132669037 | 0.0833856477366682 | -0.210662343953031 | 0.0389281360835534 | 0.0532257311609965 | 0.220362110278453 | 0.14313174599038 | -0.151136569403183 | 0.138181547299079 | 0.0479786445757791 | -0.00578824828809954 | -0.26773035756262 | 0.0114528767100365 | -0.180069182142307 | -0.251593831061798 | -0.189104983842267 | -0.227532777720637 | 0.0139626352719108 | -0.274120988499383 | -0.0808175850450273 | 0.0693518914161292 | -0.0570644397484792 | 0.0830409910329758 | | "V12" | 0.156254981457824 | 0.178688416347418 | -0.0926918411221477 | 0.0581962708280233 | 0.00186247391658309 | -0.0558166510348116 | 0.108689670987286 | -0.170157550189792 | -0.156109706581926 | -0.0258703487280897 | 0.147814934762776 | -0.0709479688604265 | 0.08541781695078 | -0.282806727721301 | 0.0253957453415712 | 0.142885201497347 | 0.0513404562308658 | -0.139991316809868 | 0.169393360362947 | 0.00770015887468783 | 0.180156382216061 | -0.0165597843806103 | 0.0222152431047012 | -0.299715832002969 | -0.140634235184794 | 0.0534105855404928 | -0.0215496563543463 | 0.390441798839983 | 0.0803044024671056 | -0.0785362873240972 | -0.0820703645751115 | -0.0924989815586209 | -0.293267562395031 | -0.158901852301689 | -0.136316753090219 | -0.0993338384201999 | 0.123154996468049 | -0.18909855591155 | 0.0899982181797898 | 0.228799276191011 | -0.0395122085561262 | 0.0770667255897695 | 0.264261243442951 | -0.0334497276807264 | 0.00544027203929531 | 0.0727149921808395 | -0.123257548050263 | | "V13" | 0.141819422933227 | 0.148682235743417 | -0.0822762601839592 | 0.0958749771646146 | 0.0327318250927722 | -0.0174783327309262 | 0.150128025630716 | -0.229722250151367 | -0.224275554267968 | -0.0400048529245649 | 0.232848355548338 | -0.0914370955612708 | -0.114170765731981 | -0.0870494422326177 | 0.00823043313979205 | 0.0102514150894913 | -0.149726585669264 | 0.159203304724145 | -0.199611814541708 | -0.367985959665099 | 0.314736785558752 | -0.164043522367757 | 0.221562377582409 | 0.00828306707598384 | -0.0808795017889601 | -0.0214233606853375 | 0.0284526334481176 | -0.241585527480017 | -0.20424793180398 | -0.175507974982729 | 0.00466555063053791 | 0.0278120807984448 | 0.138559439785472 | 0.00981246830597765 | -0.118230674841323 | 0.130002690423677 | -0.248410612144226 | -0.123184203836492 | -0.0855696383366551 | -0.171144663055312 | 0.0157883715082745 | 0.0839516378311128 | -0.0711243346401775 | 0.107157900355297 | -0.0125173078531891 | 0.0145499915239476 | 0.065969368665333 | | "V14" | 0.184712357918911 | 0.20608723651984 | 0.0387475749609061 | 0.287674430576652 | -0.125891547992954 | -0.0532385109697466 | -0.00905398932464835 | 0.0253483837100292 | -0.0254598794865686 | -0.0975976314774101 | 0.0571777393335344 | 0.0261676884611251 | -0.0588071434783419 | 0.0224375147673218 | 0.0690641031815493 | 0.109205555136268 | 0.0485470128076201 | 0.00135907289045351 | -0.0770416637544636 | -0.00557944525697913 | -0.029628918858331 | 0.124050841877606 | -0.0230722316092293 | 0.0958160932095202 | 0.0143314104660921 | -0.165348674055123 | 0.0484950539538042 | -0.10246916939895 | -0.0261844205936929 | 0.139279254534199 | -0.132406663392391 | 0.0538162278587554 | 0.102525030956349 | 0.00795889601451758 | 0.136360690932108 | -0.00215170478775481 | -0.0151966348272497 | 0.150407408098691 | 0.229619535332198 | -0.0790683119332224 | -0.0885850553213459 | -0.14898321841672 | 0.0455873587596058 | -0.344845535602074 | -0.00592900204702168 | 0.590010653432561 | -0.244035525540635 | | "V15" | 0.15276242348611 | 0.0631201923613447 | 0.235600049008503 | 0.233762664833885 | -0.115999019874873 | -0.0692022501227508 | 0.163138793544099 | -0.0115476231915517 | -0.0233546618585502 | -0.10465145956659 | -0.160199423378668 | 0.0265674403423782 | 0.2196295013926 | -0.0905559539382535 | -0.223335077029603 | -0.0156202979334498 | -0.0491199113338051 | 0.253001315532646 | -0.083046084071303 | 0.114694181258803 | 0.0038446352392334 | 0.097642174896131 | -0.029598695612044 | -0.0582253877981049 | 0.144669576426242 | -0.0188901070763621 | 0.0810425218447794 | -0.0956262363533627 | -0.00961318574831867 | -0.150371004247152 | 0.117450234603048 | 0.0644625304300879 | -0.0550237653322856 | -0.0745365047471784 | 0.0536309222289839 | 0.178836156016857 | -0.0348895953419699 | 0.340561610180089 | 0.138175800829005 | 0.149673610595864 | 0.169311913093818 | -0.106771483510579 | 0.335131996330306 | 0.359837411238403 | 0.00128126390406924 | -0.104169325765819 | 0.0177312883605388 | | "V16" | 0.195932145000041 | 0.22130987266342 | -0.129429407423837 | 0.114217355787072 | -0.0633081000087666 | -0.0621455890087813 | -0.0344298504727884 | 0.0588541540388934 | -0.00603083630192818 | -0.0744987707560463 | 0.0738091345746295 | -0.11860373476275 | -0.104438023868348 | -0.0799930100494908 | 0.0165226647728283 | -0.0434328011115533 | 0.023247546281061 | -0.018227732963093 | -0.0228554182608325 | -0.0163612644214353 | -0.0822708773391568 | 0.0560318094404156 | 0.064449057614302 | 0.100007695438236 | 0.047699310465538 | -0.131794034780486 | 0.017170286794712 | -0.00046913190837336 | 0.0848173291748508 | 0.0652972300502271 | 0.0248394087305934 | -0.030091948047711 | 0.0325802248268309 | -0.0394406575917408 | -0.0954494164263699 | 0.0506285208884086 | 0.063713695840751 | 0.0616550378933582 | 0.322574570127272 | -0.0231112000757433 | -0.106461134591596 | -0.143171584901569 | -0.195618264388283 | -0.209370740443431 | -0.191095049692482 | -0.670830384715785 | -0.199743174101093 | | "V17" | 0.162555732163593 | 0.138486793438304 | -0.113856340388807 | 0.170370490871163 | -0.0486575982409186 | -0.0368625702984012 | -0.128203070055128 | -0.0967536635614792 | 0.0571821858058821 | 0.153514063935007 | -0.116510951176803 | 0.0458413115633394 | 0.120590226553968 | -0.00646587177146963 | 0.0868098829136816 | -4.43262019124216e-05 | 0.259344806357982 | -0.159916637225815 | -0.0707890625261699 | 0.164282104861738 | -0.298908803779251 | 0.159255527895962 | -0.11286332342854 | 0.136625680599111 | 0.0101498248511905 | -0.111173717823372 | 0.0638165940810212 | -0.0124487038277695 | -0.253059844905758 | -0.110378764207846 | -0.0873942491573559 | 0.0259476643464077 | 0.00129747819892964 | -0.181598093655641 | -0.376865742633042 | -0.199928035986759 | -0.258531042176801 | -0.128777111151444 | -0.0728251851271202 | -0.12814676702226 | 0.223416245741613 | 0.18180651945482 | -0.0749888302200486 | 0.190615385845937 | 0.015970607672481 | 0.0166646684061684 | -0.0222966981047921 | | "V18" | 0.176937063888938 | 0.099602994373675 | 0.175577692677308 | -0.065484952764845 | 0.10457379488539 | 0.143334854391649 | 0.0582027677879518 | -0.0119620279780185 | 0.151190699827807 | -0.0963999467917292 | 0.0811217077673642 | -0.0198096709028326 | -0.122561687108649 | -0.0242011594130769 | 0.0103451102797174 | 0.149188213353009 | -0.0422516214558146 | -0.0953364480197251 | -0.0975004789749695 | -0.081517603478362 | 0.0792858078332609 | 0.110051845337628 | -0.102650331562934 | 0.226324418879736 | 0.182105680096325 | 0.206116376099555 | 0.0933148228312768 | -0.0903213290134598 | -0.123123675801372 | 0.160563109692101 | 0.0940564162335795 | 0.108902337897564 | -0.0358271239600864 | 0.0988175342233464 | 0.153381488902815 | -0.226937955935712 | -0.119549479658664 | -0.194458806945167 | -0.248880545871813 | 0.303179666296851 | 0.321916513339608 | -0.0173061641149286 | 0.242719380962279 | -0.236579404674621 | -0.115725416362725 | -0.148797454000206 | -0.0618207410467933 | | "V19" | 0.150959319117319 | -0.0197592797387775 | 0.0762386213051701 | -0.105739099331709 | 0.21838267438929 | 0.194388239794799 | 0.0333237039349266 | -0.0704274888871092 | 0.172550149905495 | -0.148576815563893 | 0.0494019936734741 | -0.0386353407444709 | -0.255084891100098 | -0.00179442182496918 | 0.116256065743799 | 0.331169894281153 | -0.139137071361141 | -0.123328055357163 | 0.0719042807132444 | -0.0995656495958057 | -0.0569931902564122 | 0.269569212759427 | -0.241176180077239 | -0.234169175361131 | 0.245182285892109 | 0.0861262384363292 | -0.20767989365414 | 0.001809363650195 | -0.0615893503096154 | -0.0676503189712845 | 0.00595191995758339 | -0.137911025001495 | 0.222526690939979 | -0.142092986665881 | -0.0586498361742225 | 0.0593614260779346 | 0.0671445532982091 | 0.0227728230467512 | 0.174112856487407 | -0.164754922414335 | -0.0699893096982347 | -0.096055451713506 | -0.0588225821511228 | 0.246496321255741 | 0.172114475824531 | 0.0114210857083272 | 0.0178498090850392 | | "V20" | 0.113504738479412 | -0.0642421359745908 | -0.185777135197102 | -0.0631228107245176 | 0.254663107667736 | 0.255182003054563 | 0.0708692124981984 | -0.00535619467960996 | 0.188799098545542 | -0.20691511200395 | 0.0390802695103942 | -0.173635869091324 | 0.370244820122255 | -0.0341781863120331 | 0.279570682879123 | -0.135984847211005 | 0.209323120229134 | 0.100955177779987 | -0.129299097092572 | 0.14312887268726 | 0.15502094702122 | 0.118797401510366 | 0.126475227324594 | 0.0121900955605112 | -0.138735431361571 | 0.16558792856409 | -0.280416470909774 | 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0.171431143177456 | -0.0676202390864099 | -0.000748353089712037 | 0.136459416715335 | -0.0247562294723221 | 0.0445261933331468 | -0.171884726110101 | 0.149576964763291 | 0.0723448245834926 | 0.118039718158835 | -0.011448463123809 | -0.140127804910984 | -0.107126319774004 | -0.0711904904338656 | -0.0732253299002057 | 0.0833181722751279 | -0.0240920323655524 | -0.0468500540234389 | -0.023871824915359 | 0.0305429145967374 | | "V23" | 0.14898610827304 | 0.109690903847097 | 0.115180234651285 | 0.206261568050927 | -0.024676980004089 | -0.052763780874351 | 0.0084448451639795 | 0.0396517926620274 | 0.189629185235415 | -0.0990939639584769 | -0.0271087481585257 | 0.0424366902598386 | -0.190707262161856 | 0.137485340053609 | 0.21271042664491 | -0.0787714142158274 | -0.300396787882618 | -0.00239225981193944 | -0.0441087528609229 | 0.104819825530103 | -0.264963527970181 | -0.358674046458628 | 0.147840199879834 | -0.164272396278872 | 0.0713056052266554 | 0.152778481264959 | -0.0724217093754597 | 0.143235443646403 | 0.0476129422551562 | -0.194072893088905 | -0.174254700054566 | -0.118539925850438 | -0.177082630798548 | 0.31066674000198 | -0.0602007351356728 | -0.146674364697267 | -0.219685962983085 | 0.149392811289054 | -0.129321938637742 | 0.0303221941051532 | -0.0738855211039498 | -0.0319768412563542 | -0.0203673756953032 | 0.00277588348981123 | 0.0975111108870594 | -0.0245656315535697 | -0.0472413870200456 | | "V24" | 0.158508814241076 | -0.0225039674430851 | -0.128181892421341 | 0.0526900130251542 | 0.190095685358126 | 0.0374816656183309 | 0.0553712212798108 | -0.121676332959603 | -0.10783741981001 | 0.227348975298922 | -0.0604867240122781 | 0.0808540819229567 | -0.0063094041700026 | 0.345790958064311 | -0.207956159109304 | -0.0585530023849123 | 0.0115607983300158 | 0.078035669069381 | -0.186283767380753 | -0.096454458643935 | 0.0215044351435015 | -0.135912749908312 | -0.250453866308246 | -0.246955665465177 | 0.192876081062827 | 0.0634547727067037 | 0.262170045955628 | 0.102927695081114 | -0.108339066395099 | -0.0639988566825055 | -0.0154554548811063 | 0.0656812625405792 | 0.112462845338346 | 0.0317148460655887 | -0.138021106883493 | -0.124159557917162 | 0.314640705394482 | 0.195050196586243 | 0.0293479381156271 | -0.0553923435192984 | -0.0240873148742961 | 0.205494204086407 | 0.0845569910813547 | -0.281124904957076 | -0.0135016945086653 | -0.0498681493223171 | 0.0733670118621329 | | "V25" | 0.179335372244944 | 0.0685682440986588 | -0.0299157029646462 | 0.105809593362708 | 0.0484186386991477 | 0.13240439538628 | 0.00745886847650604 | -0.238318788749247 | 0.0141470759375461 | 0.0035542809495582 | -0.0139644059719853 | -0.0764714408863055 | 0.0454418895243132 | -0.0270272524850819 | -0.231619352354395 | -0.0954308415239751 | 0.104408490693313 | -0.26928777085718 | 0.115826407210896 | 0.0197153067460904 | -0.129845439628517 | 0.00671436578125684 | -0.0892329148112272 | 0.024892939777026 | 0.0251922581319879 | 0.232187521863172 | 0.0728995598300764 | 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-0.065610886779928 | 0.135172948618271 | -0.000616870910574871 | 0.0426011646537732 | 0.00838866736653968 | -0.189789326371636 | 0.121231144269782 | 0.0493163321331458 | -0.0883751186595644 | 0.0194782666071756 | -0.146752949773992 | -0.0702478420847133 | -0.0278856464406404 | -0.0316057647552905 | -0.656186266533688 | -0.0701120832833533 | 0.30118919029772 | -0.04603196596331 | 0.0943304317139109 | -0.116882032131911 | | "V27" | 0.148527220294154 | -0.062751117546956 | -0.152157770767661 | -0.0544014939228651 | 0.0684214477208004 | -0.107574196762154 | 0.14233269664633 | -0.100158606975924 | -0.104015998127461 | -0.0280916663961213 | -0.277908694392131 | 0.135472104432794 | -0.277069150816759 | -0.102169125832526 | -0.0653210529202081 | -0.0144105969320142 | 0.185000433557672 | 0.142451918302803 | 0.00999830921678725 | 0.1641495426563 | 0.0864179221460437 | 0.0411797438448673 | 0.266374982519053 | 0.267167342207985 | 0.382711674376014 | -0.0734446427196842 | -0.168422620922552 | 0.0598611644638752 | 0.0574442799981926 | -0.0517407222183311 | -0.27878941890025 | -0.272647951849008 | 0.0286071963607274 | 0.0809859489472201 | -0.00363863581516923 | 0.0771936983014725 | 0.232699672985104 | -0.105005459294306 | -0.147523738663045 | -0.0138253684135449 | 0.0477865550384319 | -0.00406550285867255 | 0.0496941660656936 | 0.0287599845445392 | -0.12027361264766 | 0.0658532719070415 | 0.0518051952341788 | | "V28" | 0.12244799132369 | -0.101813467364001 | -0.106344938532644 | 0.018152280392982 | 0.146687294628733 | -0.187083085189873 | 0.204423398227779 | 0.0184801914328735 | -0.114171547059653 | -0.133987123583177 | -0.17641997296097 | 0.43508731254393 | 0.130841334190183 | 0.21143905631124 | 0.0518790453210967 | -0.00836257025896621 | -0.196412310773758 | -0.266736807145635 | 0.315753033913894 | -0.0789142577385256 | -0.0723351516446097 | 0.136559348529374 | 0.287909637743026 | -0.0780308452044406 | -0.182132618228781 | -0.0285953443901202 | -0.00537868850979847 | 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0.021971545206514 | -0.0719644517018114 | 0.0969651779739458 | 0.0327278937316334 | -0.0726916245634981 | 0.0231440379577135 | 0.11806035201823 | 0.0920253356322915 | -0.0420457134496582 | -0.0330320601568311 | -0.168522933579192 | 0.108779852034855 | 0.0129261135901779 | -0.0118713943686345 | -0.0222562062319916 | 0.0536106636221005 | -0.00629022702366926 | 0.0786995453509503 | -6.98730899471652e-05 | 0.0765725560397733 | | "V30" | 0.194983540193159 | 0.0259158503341459 | -0.209159144369874 | -0.00645364866086265 | 0.107422658386428 | -0.0187732334631329 | -0.00825236419858208 | 0.130934564658941 | -0.0524524935850814 | 0.0797923125246878 | 0.0307018822237082 | 0.0951111620333652 | -0.0612775029868867 | -0.0159680137474865 | -0.0416924467355961 | -0.0521741044580993 | -0.00515556340230316 | 0.0260160739950504 | -0.0010856799549061 | 0.0838776863115853 | 0.128961477980595 | 0.0819215467373295 | -0.0359176180626886 | -0.0285445026067872 | -0.00387873916426586 | -0.117089846277233 | 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-0.153419897385276 | 0.0761057158041515 | -0.388742614248509 | -0.018816457491545 | -0.239613576274928 | 0.000325150451321901 | 0.209685414730087 | 0.157112257154747 | -0.0157866924027092 | -0.206342456433603 | 0.0985885232240725 | -0.113783169041427 | -0.0101104942595366 | 0.0116785630393595 | 0.147601855770777 | -0.0126196986752868 | 0.00865638746786013 | 0.0364449510414296 | 0.0435265139548317 | -0.0485090261979672 | 0.0536627269881769 | -0.106380726771117 | 0.0388314849815376 | 0.0390081475169824 | | "V48" | 0.131806481271428 | -0.0450559656578273 | -0.149875658054516 | -0.171138928123259 | -0.113877230005038 | -0.208706549969602 | 0.0108662950341701 | 0.272457062162545 | 0.0912955108478372 | -0.22301103914438 | 0.195832239533957 | -0.0888361363165387 | 0.0821335928655715 | 0.120109367590971 | -0.0142499405040229 | -0.119172968095562 | 0.166937234989906 | 0.19167204441835 | 0.365962816257165 | -0.16432157680106 | 0.0627860361389969 | 0.110547206141477 | -0.144976579798822 | -0.20682058304443 | 0.284836248212107 | -0.208551217862689 | 0.133179822405509 | 0.0720555330203153 | -0.0121618064113598 | -0.143999874543474 | -0.0464311191699573 | -0.0169986420163972 | -0.125441170562742 | 0.109896997053919 | 0.13567575502229 | -0.0166309368427378 | -0.24618080936922 | -0.0660454369121412 | -0.0523998246573265 | -0.193816380180728 | 0.124213197061645 | 0.0629259992404605 | 0.0162007665555659 | -0.0650785210837176 | -0.0410523868665387 | 0.0088281418056314 | 0.0654255903424712 | | "V49" | 0.150719049143967 | -0.056381505189004 | -0.139311965940383 | -0.185948148094392 | -0.228128359156503 | 0.0338353893506442 | 0.207505152885723 | 0.118424907631418 | -0.00224338775994122 | -0.00593876833308161 | -0.0717128172609142 | -0.128765500157423 | -0.143385284465237 | 0.109592903411604 | -0.179139869658446 | 0.0390540804158186 | 0.0484503301938966 | -0.0203541137490245 | 0.0886759976647841 | -0.197249852812685 | -0.0775180283864697 | -0.0982213053255949 | -0.109847038255847 | 0.415833228239103 | -0.155312150010722 | 0.0530948296832194 | -0.215738526134091 | 0.121720703603564 | 0.117612126035515 | -0.1771029069838 | 0.344777473868311 | -0.0837284720342325 | 0.0831179839366954 | 0.0429153284352732 | -0.192295457755778 | -0.107242918686193 | -0.0967363365650985 | 0.164331303728339 | 0.0825440276155064 | 0.0514063282108935 | -0.11389111299388 | 0.155295518169682 | 0.18656325112462 | -0.00744167223850605 | 0.132449592781111 | 0.091943730912853 | -0.106555803929698 | | "V50" | 0.0312203348899096 | -0.0780572130363186 | 0.0810653179082021 | -0.0875719539758002 | -0.36927553382345 | 0.23348216636306 | 0.518499568399356 | 0.0991246863837285 | -0.324031203221933 | 0.196458565705607 | -0.0264050899916704 | -0.00917926046370529 | 0.0197408172703815 | -0.0757449634611485 | 0.385322781953688 | -0.202976443491133 | 0.0212086011467866 | -0.218791584441761 | -0.080406141481994 | 0.0491558838008183 | -0.0233870304781814 | 0.100651603365274 | -0.0695131458687081 | -0.143198252729446 | 0.143895165664385 | 0.0408037748032782 | 0.0899628912336293 | 0.0327756950026778 | 0.0559965726278356 | 0.0612629612869713 | -0.0272500279931875 | 0.0168523649861798 | 0.119281418860918 | 0.0476054296162203 | 0.0404903677044955 | 0.0222266688843797 | -0.0474189124911712 | 0.0286061133277034 | -0.0667099870448183 | -0.0569029375362421 | 0.0228326223907091 | -0.0306697944191399 | -0.0528189847101481 | 0.00330016038452148 | -0.0225222927799889 | -0.0374782541927564 | -0.0272891325919841 |
こんな感じでね。（棒読み）
・【一部】「mycmpzipall$x」
| "PC1" | "PC2" | "PC3" | "PC4" | "PC5" | "PC6" | "PC7" | "PC8" | "PC9" | "PC10" | "PC11" | "PC12" | "PC13" | "PC14" | "PC15" | "PC16" | "PC17" | "PC18" | "PC19" | "PC20" | "PC21" | "PC22" | "PC23" | "PC24" | "PC25" | "PC26" | "PC27" | "PC28" | "PC29" | "PC30" | "PC31" | "PC32" | "PC33" | "PC34" | "PC35" | "PC36" | "PC37" | "PC38" | "PC39" | "PC40" | "PC41" | "PC42" | "PC43" | "PC44" | "PC45" | "PC46" | "PC47" | | "井上" | 0.283660361536433 | -2.12160036001273 | 0.66860527862239 | 1.09113175563451 | -0.449877641728478 | -0.74012576566485 | -0.405589075111896 | -1.39822839256112 | -1.16289887055714 | -1.16773183431835 | 0.675229918996003 | 1.29347452186424 | 0.865368369313296 | 0.390699242720165 | -0.0670093591748461 | 1.13459452342605 | -1.1935130702811 | -1.00659907337872 | 1.20984896460254 | 1.73749167689792 | -0.321491626497898 | -1.37122777688828 | 0.175806098621262 | -0.0808460409820309 | -0.007291135954289 | -0.982020356683696 | -1.03100304805478 | 0.212478126604355 | -0.182686687163003 | 0.203259935491798 | 0.372302849722981 | 0.336523050428634 | 0.988299319590336 | 0.855855720422311 | 0.720179421969426 | -1.54929469097935 | -1.40724874548144 | 0.695553358834377 | -0.389044845061266 | 0.130850488895012 | -1.52154567845308 | -0.344717342645122 | -0.817088284375499 | -0.598441795895842 | -1.0594443640726 | 0.0789350710616279 | 0.464246716301728 | | "小高" | -1.42559923326688 | 1.0662378531433 | 1.55373173165395 | 0.711933163719427 | -0.55888369767614 | -0.557316913786722 | 0.440268996097033 | 0.165249849721142 | -0.242846110294653 | -0.720872679258284 | -0.513568034904231 | -0.12178444460579 | 1.22673080226964 | -0.431942143901976 | -0.891191638183014 | 0.0771781220489998 | -0.227276409249298 | 0.899188228044266 | 0.208130898882115 | 0.15458159721589 | 0.561912532430557 | 0.147054562135252 | -0.58674030890435 | 0.145318452936793 | 0.30722712991151 | 0.268357049109523 | -0.29387795353204 | -0.0273089920341636 | -0.0599462599166081 | 0.374153436738025 | 0.662562593201025 | -0.346516041506095 | 0.46940738291911 | 0.180601008425499 | 0.048433205634212 | -0.652657115837219 | 0.351002244010963 | 0.604037357822778 | -0.364729384853866 | 0.75886814682222 | 0.755925976208592 | -0.281134025950869 | -0.727930869765151 | 0.547371607348585 | 0.221534519120376 | -0.256035882069123 | 0.451587316489389 | | "片貝" | -1.33168722785922 | 1.40132401411566 | 1.58724347010725 | -0.894935792509339 | 0.441490187121442 | 0.125537613821144 | -0.297075619496222 | 0.297590552370961 | -0.13152064804122 | 0.0770280264137371 | -0.0477654959140935 | 0.0968524716661654 | 0.0788746061680065 | -0.277326699175391 | -0.256050108382289 | -0.244496831941532 | -0.402515337108023 | 0.199204096431347 | -0.090287831657224 | -0.341678754127403 | -0.0631579475393152 | 0.535369411412455 | 0.199656581542503 | 0.350787960549738 | 0.229458687760162 | -0.427965221208492 | 0.0843609270527002 | 0.591781019367746 | -0.078514307475553 | 0.179469634875868 | 0.810360482891716 | 0.632998318417076 | 0.0610664974996526 | 0.947502292063373 | -0.20377261318043 | 0.161030654716705 | 0.182369452462211 | 0.187000615217128 | -0.0752703003774991 | 0.964268117718741 | 1.35831180781689 | -0.17222304254426 | -0.056575749963985 | 0.185257014923349 | -0.434766705862346 | 0.148539646760005 | 0.08754803713909 | | "新堂" | -0.81761584503266 | -1.21578729717614 | -0.92987110991958 | 0.311303211300246 | 1.56725611529043 | -0.726843922337863 | 1.00466776797921 | 0.994516608836402 | -0.893095142447088 | 0.760387541762711 | -0.338693386182739 | 1.20844740872566 | -0.572042701114132 | -0.494213246222549 | -0.628064491119247 | -0.0159743847581259 | -0.214967605083537 | -0.112449959906713 | 1.09489558416241 | 0.0986531249047363 | -0.144856206397548 | 0.286594089128398 | 0.618790322773972 | 0.581611240245261 | -0.2796406743419 | -0.836058114132102 | -1.24491486631936 | 0.177169373597788 | -1.23402933462188 | 0.956825563080017 | -1.29187871085142 | 0.673904550596096 | -0.293776303390718 | -0.210459273344949 | 0.710448659227047 | 0.623556837685025 | -0.322322817416721 | 0.669465550081131 | -0.92457025021142 | 0.563250850132198 | -0.395042214958515 | 0.0695340649942064 | -0.233294756554735 | -0.0690259382602697 | 1.15145803087712 | -0.553424158376535 | -0.572188430083652 | | "青木" | 3.3922658329687 | -0.881445436486329 | 2.22553344842206 | 2.64689660905458 | -1.25270313652456 | 0.344033513802687 | -0.56357173549453 | -3.45903229358985 | -0.126860742908283 | -0.588639870081109 | 2.49579250119682 | 0.178355233935148 | 1.71536225871438 | -1.30870223147972 | -2.61764976363286 | 0.0428027916679772 | -0.168209774554733 | -2.51469494188963 | 1.85038239793718 | 0.238279764615186 | 1.9174357879794 | -0.0951595711824539 | 0.387851183722068 | 0.845915717356053 | 0.958978829756436 | 1.71750697437064 | 0.075457225331056 | 1.10751143439407 | 0.393766485002284 | -0.619783513875909 | -0.186460752720146 | 0.225797809409409 | 1.9081325925339 | -0.286167708918094 | 1.52950020069433 | 1.39828734494835 | -1.34351728526079 | 1.16158435781139 | 0.885797183236421 | -0.228601884875544 | 0.0175737241557786 | -0.567208701070856 | -1.420177019064 | -0.364221606468546 | -0.224383794728816 | 1.76984788303943 | 0.402819913358288 | | "深谷町" | -0.733725471417222 | 0.171990177126053 | -0.726213986380864 | 0.276706843403676 | 0.65124009430787 | 1.14177736771339 | -0.403767335222943 | 0.577772928788118 | 0.331952503453751 | -0.124354065743162 | -0.729805329115745 | 0.678783689374922 | 0.290625102959657 | -0.589508999950682 | 0.695282156441653 | -0.117631990020753 | 1.33816070948186 | 0.084983398187012 | -0.587106273300359 | 0.479554180663611 | 0.145842917015561 | 0.262917926924152 | -0.04334978599232 | 0.87131502777766 | -0.519615524858981 | -0.87739578428639 | 0.244399591365551 | -0.434213932216809 | -0.191983761108946 | -0.879204550975147 | -0.841788678140687 | -1.52076247121303 | -0.123961338459817 | -0.203705979156066 | -0.0421321082081592 | -0.256814118350985 | 0.0147805839891773 | 0.384300478783337 | -0.573991123924216 | -0.430247901909289 | -0.171926088410496 | -0.000730496489387045 | -0.0168084312902146 | 0.0395484805700304 | -0.870405182729539 | 0.69694016923583 | -0.431980295409311 | | "山下" | 0.719969963611862 | -1.81005823272564 | 0.0712059136676765 | -2.0385357080413 | -0.868979592010951 | -1.67621369157275 | 0.165876552330446 | -0.579079430172739 | 1.16906507663319 | -0.816539947279861 | -0.866887500811678 | -2.93900506894645 | -0.0436663371216986 | -0.579101955740245 | 0.0691508879708387 | 2.15822181692977 | -1.01576579765386 | -2.23422306188229 | -0.688836861355637 | -0.209657241535812 | -0.802927758936326 | -0.492529703151792 | -0.689754826653603 | -0.0563909508499496 | 0.815401022216041 | -1.6166282201257 | -0.050274371786143 | -1.20594389597241 | -0.0817241850203087 | 0.356585931153748 | 1.06362052629747 | -0.403753653963867 | -0.254617736371887 | -0.916796922941614 | -2.44272608742778 | -0.0291704532552227 | 0.631661942701844 | 2.06057661749941 | -0.0436609524152801 | 0.2608505112014 | 0.889941819143512 | 0.118495042960294 | -0.755142376945287 | 1.35667610859012 | 0.262618341309046 | 0.972414484680379 | 0.142247841901903 | | "小友" | -1.31929059767939 | 0.864640795023502 | 1.13982115767066 | -2.23455684320078 | 0.0842513246329292 | -0.902100753395778 | -0.113146665135143 | -0.404399650432905 | 0.245119052506106 | 1.15413397954641 | 0.501678574336432 | 0.997484604103367 | 0.0167015141857095 | -0.471701736599775 | 0.655071101932075 | 0.228723079744571 | 0.938328308611142 | 0.875221124010141 | -0.862535536156824 | -0.0681198573728924 | -0.317770593049337 | -0.251102101792602 | 0.189086367940986 | 0.430492762117192 | 0.205809254753235 | 0.817475945984311 | 0.155378653362828 | -1.23853132713874 | 0.448381093487089 | -0.59756457182343 | 0.0429147967369408 | -0.0279628822834933 | -1.12449192292211 | -1.09360869619908 | 1.63661832291174 | -1.34955531617426 | -0.260214073067411 | -0.0586850564190365 | 0.658990341451021 | -0.17319113501913 | -0.892661136486931 | 0.292528875224363 | -0.126063124150424 | -0.339438730191073 | 0.822100819219299 | -0.360169024320048 | -0.162329023595944 | | "権現堂" | -1.25946079322572 | 1.6052965542418 | 1.14108125435689 | 0.17030306483366 | -0.420966173813551 | -0.569945182865816 | -0.393345924880304 | 0.42310987563312 | -0.312294181795083 | -0.134245036676614 | 0.213719010939363 | -0.164957481503643 | -0.100827389557302 | 0.260954022752745 | 0.195708554489771 | -0.168511707359917 | -0.0143429087467889 | 0.342371376650502 | 0.571504909814646 | 0.012854595355151 | 0.193019507728477 | 0.28566179312792 | -0.0951348856005002 | 0.444351999099371 | -0.396676636617435 | -0.456833887605432 | 0.444198311136646 | -0.248689658355302 | 0.249544645240292 | 0.663070758246832 | -0.602954730415768 | 0.46044002413268 | 0.737198891724731 | 0.510305561952024 | -0.134177278933112 | 0.212140814872699 | 0.71292338709985 | 1.01288108365268 | 0.611788141652079 | 0.321203544082389 | 0.295280057458647 | -0.100195528014508 | 0.131309703765397 | 0.571969332460162 | -0.182512291190974 | 1.22597806908587 | -0.334737621894199 | | "早稲田" | -1.59939551548361 | 1.07432717197206 | -0.0183051508002479 | -0.327013475549334 | 0.0378720098264118 | 0.167253883411004 | -0.143599743149112 | 0.287660908453091 | -0.175702396215533 | 0.0415630924086389 | 0.420148600866435 | 0.0557251801530271 | -0.181110323616265 | 0.422400882159377 | -0.123178192551081 | -0.0063654943813777 | 0.129911146910676 | -0.186691785430085 | -0.108693694523001 | 0.0446090533416574 | 0.0501129983741809 | -0.145501988963122 | -0.49143724419344 | 0.445770528958892 | -0.484138216794115 | 0.224597624594117 | 0.172606300663077 | -0.342703590057506 | -0.105424680824045 | -0.0857834274132662 | 0.0789661458595118 | -0.484100844471779 | -0.37295049059282 | -0.184987171876144 | 0.688737039330007 | -0.174223582741223 | 0.312132853717683 | 0.198096003967083 | -0.325724985907972 | -0.0421769906416916 | 0.634568166747533 | -1.21552840529184 | -0.356384606256437 | -0.161473041802006 | -0.491966052561008 | 0.696133994044019 | -0.612885146643831 |
「主成分得点」、で、ございます。これをあらかじめ算出して持たせておいて何かすれば「駅名診断」と称する新しいアプリケーションが…（てんてんてん）。
「バイプロット編」（[4545]）に続きます。
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