{"id":2379,"date":"2021-01-07T12:05:54","date_gmt":"2021-01-07T03:05:54","guid":{"rendered":"https:\/\/qol-kk.com\/wp2\/?p=2379"},"modified":"2021-01-07T12:05:54","modified_gmt":"2021-01-07T03:05:54","slug":"post-2379","status":"publish","type":"post","link":"https:\/\/qol-kk.com\/wp2\/blog\/2021\/01\/07\/post-2379\/","title":{"rendered":"Python\uff1aDataFrame\u304b\u3089\u5217\u3092\u53d6\u308a\u51fa\u3057\u3066\u914d\u5217(\u30ea\u30b9\u30c8)\u306b\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<h2>Python\uff1aDataFrame\u304b\u3089\u5217\u3092\u53d6\u308a\u51fa\u3057\u3066\u914d\u5217(\u30ea\u30b9\u30c8)\u306b\u3059\u308b\u65b9\u6cd5<\/h2>\n<p>\u306a\u304b\u306a\u304b\u601d\u3046\u901a\u308a\u306b\u6210\u5f62\u3067\u304d\u305a\u82e6\u6226\u3057\u3066\u307e\u3057\u305f\u3002<br \/>\n\u305d\u306e\u4e0a\u3067\u4eca\u601d\u3063\u3066\u3044\u308b\u306e\u306f\u300cpandas\u3092\u81ea\u5728\u306b\u64cd\u308c\u308b\u7a0b\u5ea6\u306b\u899a\u3048\u308c\u3070\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u64cd\u4f5c\u306f\u601d\u3044\u901a\u308a\u3060\u308d\u3046\u300d\u3068\u8a00\u3046\u4e8b\u3002<br \/>\n\u6700\u7d42\u76ee\u7684\u5730\u306f\u3010\u691c\u7d22\u306b\u6709\u52b9\u306a\u5546\u54c1\u540d\u3092\u81ea\u52d5\u3067\u3064\u3051\u308b\u3011\u306a\u306e\u3067\u305d\u3053\u306b\u5411\u304b\u3046\u306b\u306f\u3069\u3046\u3057\u3066\u3082\u30de\u30b9\u30bf\u3057\u306a\u304f\u3066\u306f\u3002<\/p>\n<h3>DataFrame\u3063\u3066\u6570\u5b66\u306e\u884c\u5217\u3092\u601d\u3044\u51fa\u305b\u3070\u7406\u89e3\u65e9\u3044\u304b\u3082<\/h3>\n<p>\u6700\u521d\u306f\u5f97\u4f53\u306e\u3057\u308c\u306a\u3044\u914d\u5217\u306e\u5f62\u3068\u601d\u3063\u3066\u3044\u305fDataFrame\u3067\u3059\u304c\u3001\u305d\u308c\u306a\u308a\u306b\u6271\u3044\u3092\u899a\u3048\u300c\u8272\u3093\u306a\u3053\u3068\u3067\u304d\u308b\u3093\u3060\u306a\u3041\u300d\u3068\u601d\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u89e3\u91c8\u306e\u571f\u53f0\u306f\u6570\u5b66\u306e\u884c\u5217\u3002\u3042\u306e\u5927\u304d\u306a\u30ab\u30c3\u30b3\u3067\u56f2\u307e\u308c\u305f\u4e2d\u306b\u6570\u5b57\u304c\u5165\u3063\u3066\u305f\u3084\u3064\u3067\u3059\u3002<br \/>\n\u5217\u30d9\u30af\u30c8\u30eb\u3068\u304b\u884c\u30d9\u30af\u30c8\u30eb\u3068\u304b\u3084\u308a\u307e\u3057\u305f\u3088\u306d\u3001\u3042\u308c\u3067\u3059\u3002<\/p>\n<p>\u305d\u3046\u8003\u3048\u308c\u3070\u3001\u7e26\u30d9\u30af\u30c8\u30eb\u306e\u53d6\u308a\u51fa\u3057\u3068\u304b\u884c\u5217\u306e\u5165\u308c\u66ff\u3048\u3068\u304b\u3067\u304d\u306a\u3044\u8a33\u304c\u7121\u3044\u3068\u3002<br \/>\n\u3067\u3001\u8abf\u3079\u3066\u307f\u308b\u3068\u3084\u3063\u3071\u308a\u3067\u304d\u308b\u3093\u3067\u3059\u3088\u3002<br \/>\n\u305d\u306e\u4e0a\u306b\u53d6\u308a\u51fa\u3057\u305f\u7e26\u30d9\u30af\u30c8\u30eb\u3092JSON\u5909\u63db\u306a\u3093\u3066\u3053\u3068\u307e\u3067\u51fa\u6765\u3066\u3057\u307e\u3044\u307e\u3059\u3002<br \/>\n\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u306f\u91cd\u5b9d\u3059\u308b\u6a5f\u80fd\u304c\u6e80\u8f09\u3067\u3057\u305f\u3002<\/p>\n<h3>DataFrame\u304b\u3089\u5217\/\u884c\u306e\u53d6\u308a\u51fa\u3057<\/h3>\n<table>\n<tbody>\n<tr>\n<th>\u30b3\u30de\u30f3\u30c9<\/th>\n<th>\u52d5\u4f5c<\/th>\n<\/tr>\n<tr>\n<td>df[\u201c\u5217_A\u201d]<\/td>\n<td>A\u5217\u3092Series\u3068\u3057\u3066\u53d6\u308a\u51fa\u3059<\/td>\n<\/tr>\n<tr>\n<td>df.\u5217_A<\/td>\n<td>A\u5217\u3092Series\u3068\u3057\u3066\u53d6\u308a\u51fa\u3059<\/td>\n<\/tr>\n<tr>\n<td>df[0:2]<\/td>\n<td>0~2\u884c\u76ee\u53d6\u5f97<\/td>\n<\/tr>\n<tr>\n<td>df[:3]<\/td>\n<td>0~3\u884c\u76ee\u53d6\u5f97<\/td>\n<\/tr>\n<tr>\n<td>df[\u201c\u30a4\u30f3\u30c7\u30c3\u30af\u30b9A\u201d:\u201d\u30a4\u30f3\u30c7\u30c3\u30af\u30b9B\u201d]<\/td>\n<td>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9A\uff5e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9B\u306e\u884c\u3092\u53d6\u308a\u51fa\u3059<\/td>\n<\/tr>\n<tr>\n<td>df.loc[\u201c\u30a4\u30f3\u30c7\u30c3\u30af\u30b9A\u201d]<\/td>\n<td>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9A\u306e\u300e\u884c\u300f\u3092\u53d6\u308a\u51fa\u3059<\/td>\n<\/tr>\n<tr>\n<td>df.loc[:, [\u201c\u5217_A\u201d, \u201c\u5217_B\u201d]]<\/td>\n<td>\u5217_A\u3068\u5217_B\u306e\u5217\u3092\u53d6\u308a\u51fa\u3059<\/td>\n<\/tr>\n<tr>\n<td>df.loc[\u201c\u30a4\u30f3\u30c7\u30c3\u30af\u30b9A\u201d:\u201d\u30a4\u30f3\u30c7\u30c3\u30af\u30b9B\u201d,[\u201c\u5217_A\u201d, \u201c\u5217_B\u201d]]<\/td>\n<td>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9A\uff5e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9B\u306e\u884c\u306e\u5217_A\u3068\u5217_B<\/td>\n<\/tr>\n<tr>\n<td>df.iloc[0]<\/td>\n<td>0\u884c\u76ee\u53d6\u5f97<\/td>\n<\/tr>\n<tr>\n<td>df.iloc[1][1]<\/td>\n<td>1\u884c\u76ee\u306e1\u5217\u76ee\u53d6\u5f97<\/td>\n<\/tr>\n<tr>\n<td>df.iloc[[1, 2],[0, 1]]<\/td>\n<td>1, 2\u884c\u76ee\u306e0, 1\u5217\u3092\u53d6\u5f97<\/td>\n<\/tr>\n<tr>\n<td>df.iloc[1:2, :]<\/td>\n<td>1~2\u884c\u76ee\u306e\u3059\u3079\u3066\u306e\u5217\u3092\u53d6\u5f97<\/td>\n<\/tr>\n<tr>\n<td>df.iloc[:, 0:1]<\/td>\n<td>\u3059\u3079\u3066\u306e\u884c\u306e0~1\u5217\u3092\u53d6\u5f97<\/td>\n<\/tr>\n<tr>\n<td>df.at[\u201c\u30a4\u30f3\u30c7\u30c3\u30af\u30b9A\u201d, \u201c\u5217_B\u201d]<\/td>\n<td>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9A\u306e\u884c\u306e\u5217_B<\/td>\n<\/tr>\n<tr>\n<td>df.iat[1, 2]<\/td>\n<td>1\u884c\u76ee\u306e2\u5217\u76ee\u3092\u53d6\u5f97<\/td>\n<\/tr>\n<tr>\n<td>df[df.\u5217_A &gt; 5]<\/td>\n<td>\u5217_A\u306e\u5024\u304c5\u3088\u308a\u5927\u304d\u3044\u3059\u3079\u3066\u306e\u884c<\/td>\n<\/tr>\n<tr>\n<td>df.[df &gt; 5]<\/td>\n<td>5\u3088\u308a\u5927\u304d\u3044\u3059\u3079\u3066\u306e\u8981\u7d20\u3092\u62bd\u51fa \u203b5\u4ee5\u4e0b\u306fNaN\u306b\u306a\u308b<\/td>\n<\/tr>\n<tr>\n<td>df[df[\u201c\u5217_A\u201d].isin([1, 1000])]<\/td>\n<td>\u5217_A\u306b 1 \u307e\u305f\u306f 1000 \u306e\u5024\u3092\u6301\u3064\u884c\u3002\u203bisin\u306e\u5f15\u6570\u306f\u30ea\u30b9\u30c8\u578b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>DataFrame\u304c\u884c\u5217\u306a\u3089\u6307\u5b9a\u5217\u306e\u53d6\u308a\u51fa\u3057\u3068\u304b\u884c\u306e\u5408\u8a08\u3068\u304b\u51fa\u305b\u308b\u3068\u601d\u3063\u3066\u8abf\u3079\u3066\u307f\u307e\u3057\u305f\u3002<br \/>\n\u3084\u3063\u3071\u308a\u305d\u3046\u3044\u3063\u305f\u64cd\u4f5c\u304c\u3067\u304d\u308b\u3093\u3067\u3059\u306d\u3002<\/p>\n<h3>\u3010\u884c\u5217\u3011\u3068\u3010\u914d\u5217\u3011\u3063\u3066\u4f55\u304c\u9055\u3046\uff1f<\/h3>\n<p>\u3053\u3053\u307e\u3067\u8abf\u3079\u3066\u89e3\u3089\u306a\u304f\u306a\u3063\u3066\u304d\u305f\u306e\u304c\u3010\u884c\u5217\u3011\u3068\u3010\u914d\u5217\u3011\u306e\u9055\u3044\u3002<br \/>\n\u5143\u3005PHPPER\u306a\u79c1\u306f\u914d\u5217\u3092\u3044\u3058\u304f\u308b\u306e\u304c\u57fa\u672c\u3002\u884c\u5217\u306f\u4f59\u308a\u99b4\u67d3\u307f\u304c\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\n\u305d\u3093\u306a\u72b6\u614b\u3067\u81ea\u5206\u306e\u982d\u3092\u6574\u7406\u3057\u305f\u7d50\u679c\u6b21\u306e\u3088\u3046\u306b\u899a\u3048\u3088\u3046\u3068\u601d\u3044\u307e\u3057\u305f\u3002<\/p>\n<div class=\"borderBox\">\n<ul>\n<li>\u3010\u914d\u5217\u3011\uff1a\u884c\u3092\u91cd\u8996\u3057\u305f\u30ec\u30b3\u30fc\u30c9\u96c6\u3002\u884c\u3054\u3068\u306e\u6bd4\u8f03\u3084\u53d6\u51fa\u3057\u306f\u5bb9\u6613\u3067\u901f\u3044\u3002\u00a0\u5177\u4f53\u7684\u306b\u306fSQL<\/li>\n<li>\u3010\u884c\u5217\u3011\uff1a\u5207\u308a\u53e3\u3067\u884c\/\u5217\u3069\u3061\u3089\u30821\u3064\u306e\u30ec\u30b3\u30fc\u30c9\u3068\u3057\u3066\u6271\u3048\u3001\u7e26\u6a2a\u306e\u5165\u66ff\u3082\u53ef\u80fd\u3002<\/li>\n<\/ul>\n<\/div>\n<p>\u5b9f\u969b\u306e\u6240\u3001\u914d\u5217\u304b\u3089\u7279\u5b9a\u306e\u5217\u3092\u53d6\u5f97\u3057\u3088\u3046\u3068\u3057\u305f\u5834\u5408\u3001php\u3067\u306f\u300eforeach \u3057\u3066\u7a7a\u914d\u5217\u306b1\u4ef6\u3065\u3064\u683c\u7d0d\u300f\u3068\u3044\u3046\u65b9\u6cd5\u304c\u63a1\u7528\u3055\u308c\u307e\u3059\u3002Python\u306eDataFrame\u3067\u306f\u3053\u308c\u304c1\u3064\u306e\u547d\u4ee4\u3067\u7d42\u4e86\u3057\u3066\u3057\u307e\u3046\u3068\u3001\u3053\u3053\u3089\u8fba\u304cPHPPER\u306a\u79c1\u306b\u306f\u9a5a\u6115\u3067\u3057\u305f\u3002<\/p>\n<p>\u884c\u5217\u306e\u5165\u66ff\u3082\u51fa\u6765\u3061\u3083\u3046\u3057\u3002\u300cPandas\u30b9\u30b2\u30fc\uff01\u300d\u3067\u3059\u3002<\/p>\n<h3>\u5145\u5b9f\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u53d6\u5f97\/\u5909\u63db\u7528\u3010to_\u30e1\u30cb\u30e5\u30fc\u3011<\/h3>\n<div class=\"paperBox\">\n<ol>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_csv.html\">to_csv<\/a>\u3000\uff1a\u3000CSV\u30d5\u30a1\u30a4\u30eb\u306e\u66f8\u304d\u51fa\u3057<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_gbq.html\">to_gbq<\/a>\u3000\uff1a\u3000GoogleBigQuery\u30c6\u30fc\u30d6\u30eb\u306b\u66f8\u304d\u8fbc\u307f<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_hdf.html\">to_hdf<\/a>\u3000\uff1a\u3000HDF5\u30d5\u30a1\u30a4\u30eb\u306b\u66f8\u304d\u8fbc\u307f<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_sql.html\">to_sql<\/a>\u3000\uff1a\u3000SQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u66f8\u304d\u8fbc\u307f<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_dict.html\">to_dict<\/a>\u3000\uff1a\u3000\u8f9e\u66f8(dict\u578bobject)\u306b\u5909\u63db<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_clipboard.html\">to_clipboard<\/a>\u3000\uff1a\u3000\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\u306b\u30b3\u30d4\u30fc<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_excel.html\">to_excel<\/a>\u3000\uff1a\u3000Excel\u30d5\u30a1\u30a4\u30eb\uff08\u62e1\u5f35\u5b50: .xlsx, .xls\uff09\u3068\u3057\u3066\u66f8\u304d\u51fa\u3057<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_feather.html\">to_feather<\/a>\u3000\uff1a\u3000\u30d0\u30a4\u30ca\u30ea\u30d5\u30a7\u30b6\u30fc\u5f62\u5f0f\u306b\u66f8\u304d\u8fbc\u307f<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_html.html\">to_html<\/a>\u3000\uff1a\u3000HTML\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_json.html\">to_json<\/a>\u3000\uff1a\u3000JSON\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u51fa\u529b<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_latex.html\">to_latex<\/a>\u3000\uff1a\u3000\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092LaTeX\u306e\u8868\u5f62\u5f0f\u3001longtable\u5f62\u5f0f\u3001\u307e\u305f\u306f\u30cd\u30b9\u30c8\u3055\u308c\u305f\u8868\/\u8868\u5f62\u5f0f\u306b\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_markdown.html\">to_makedown<\/a>\u3000\uff1a\u3000\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u306b\u9069\u3057\u305f\u5f62\u5f0f\u3067DataFrame\u3092\u5370\u5237<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_numpy.html\">to_numpv<\/a>\u3000\uff1a\u3000NumPy\u914d\u5217\u306b\u5909\u63db<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_parquet.html\">to_parquet<\/a>\u3000\uff1a\u3000\u30d0\u30a4\u30ca\u30eaparquet\u306e\u5f62\u5f0f\u306b\u66f8\u304d\u8fbc\u307f<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_period.html\">to_period<\/a>\u3000\uff1a\u3000DatetimeIndex\u304b\u3089PeriodIndex\u306b\u5909\u63db<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_pickle.html\">to_pickle<\/a>\u3000\uff1a\u3000\u30d5\u30a1\u30a4\u30eb\u306bPickle\u5316\u3059\u308b<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_records.html\">to_records<\/a>\u3000\uff1a\u3000NumPy\u30ec\u30b3\u30fc\u30c9\u914d\u5217\u306b\u5909\u63db<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_stata.html\">to_stata<\/a>\u3000\uff1a\u3000Stata\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30d5\u30a1\u30a4\u30eb\u306b\u66f8\u304d\u8fbc\u307f<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_string.html\">to_string<\/a>\u3000\uff1a\u3000\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u9069\u3057\u305f\u8868\u5f62\u5f0f\u306e\u51fa\u529b\u306b\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_timestamp.html\">to_timespan<\/a>\u3000\uff1a\u3000\u671f\u9593\u306e<em>\u958b\u59cb\u6642<\/em>\u306b\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u306eDatetimeIndex\u306b\u30ad\u30e3\u30b9\u30c8<\/li>\n<li><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.to_xarray.html\">to_xarray<\/a>\u3000\uff1a\u3000pandas\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u304b\u3089xarray\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u8fd4\u3059<\/li>\n<\/ol>\n<\/div>\n<p>\u4eca\u73fe\u72b6\u7406\u89e3\u3067\u304d\u306a\u3044\u30e2\u30ce\u304c\u591a\u3044\u3051\u3069\u300c\u30b3\u30de\u30f3\u30c9\u4e00\u767a\u3067json\u3084CSV\u5909\u63db\u3067\u304d\u308b\u300d\u300csql\u3078\u306e\u4fdd\u5b58\u307e\u3067\u4e00\u767a\u300d\u3068\u8a00\u3046\u3042\u305f\u308a\u306f\u591a\u7528\u3057\u305d\u3046\u3067\u3059\u3002<\/p>\n<h3>\u884c\/\u5217\u306e\u53d6\u308a\u51fa\u3057\u3068to_\u30e1\u30cb\u30e5\u30fc\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3046\u3068\u7834\u58ca\u529b\u629c\u7fa4<\/h3>\n<p>to\u30e1\u30cb\u30e5\u30fc\u306e13\u9805\u76ee\u3010to_numpy\u3011\u3068tolist\u3092\u4f7f\u3046\u3068PHP\u3067\u304a\u99b4\u67d3\u307f\u306e\u591a\u6b21\u5143\u914d\u5217\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"lang:python decode:true\">import pandas as pd\r\n\r\ndf = pd.read_excel(hogehoge.xlsx)\r\n#numpy.ndarray\u306b\u5909\u63db\u21d2ndarray\u306etolist\u30e1\u30bd\u30c3\u30c9\u3067\u30ea\u30b9\u30c8\u5316\r\ndt_list = df.to_numpy().tolist()\r\nprint(dt_list)\r\n\r\n\"\"\"\u51fa\u529b\u7d50\u679c\"\"\"\r\ndt_list = [\r\n ['\u30d5\u30e9\u30a4\u30d1\u30f3',100,50],\r\n ['\u934b',70,20],\r\n ['\u307b\u3046\u304d',20,5]\r\n]<\/pre>\n<p>\u305d\u306e\u4ed6\u306b\u3082json\u3092\u63cf\u5199\u3057\u3066\u304f\u308c\u308b\u30b0\u30e9\u30d5\u304c\u3042\u308b\u3068\u3057\u305f\u3089\u4e0b\u306e\u69d8\u306a\u6bb5\u53d6\u308a\u3067\u30b0\u30e9\u30d5\u5316\u304c\u5b8c\u4e86\u3057\u307e\u3059\u3002<\/p>\n<div class=\"borderBox\">\n<ol>\n<li>\u30b0\u30e9\u30d5\u63cf\u5199\u3057\u305f\u3044\u76ee\u7684\u306e\u5217\u3092\u53d6\u308a\u51fa\u3059<\/li>\n<li>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3068\u5408\u308f\u305b\u3066\u30b0\u30e9\u30d5\u63cf\u5199\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u6295\u3052\u308b<\/li>\n<li>\u30b0\u30e9\u30d5\u5316\u5b8c\u4e86<\/li>\n<\/ol>\n<\/div>\n<p>\u5b9f\u969b\u306b\u306f\u30b0\u30e9\u30d5\u63cf\u5199\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u77e5\u898b\u304c\u7121\u3044\u3068\u82e6\u6226\u306f\u3057\u307e\u3059\u304c\u3001\u30c7\u30fc\u30bf\u6210\u5f62\u306f\u3068\u3066\u3082\u697d\u3067\u3059\u3002<br \/>\n\u3082\u3061\u308d\u3093\u30ea\u30b9\u30c8\u3067\u6e21\u3057\u305f\u65b9\u304c\u3044\u3044\u30b0\u30e9\u30d5\u306e\u5834\u5408\u306f\u3010to_numpy + tolist\u3011\u3067\u6e21\u305b\u3070OK\u3067\u3059\u3002<\/p>\n<h3>\u307e\u3068\u3081<\/h3>\n<p>\u6700\u521d\u306f\u4f7f\u3044\u306b\u304f\u3044\u3068\u601d\u3063\u3066\u3044\u305fpandas\u3067\u3059\u304c\u3001\u3060\u3044\u3076\u6163\u308c\u3066\u304d\u307e\u3057\u305f\u3002<br \/>\n\u305d\u3046\u306a\u308b\u3068\u3001\u5217\u53d6\u51fa\u3057\u306bforeach\u3092\u4ed5\u639b\u3051\u306a\u304f\u3066\u3088\u3044\u5206\u300c\u697d\u3060\u306a\u3041\u300d\u3068\u601d\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br \/>\n\u901f\u5ea6\u3082\u901f\u3044\u3067\u3059\u3057\u306d\u3002<\/p>\n<p>\u307e\u3060\u82e6\u6226\u3059\u308b\u306e\u304c\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u5024\u3092\u6e21\u3057\u5fd8\u308c\u305f\u308a\u3059\u308b\u6240\u3002<br \/>\n\u3053\u308c\u3082\u6163\u308c\u306a\u3093\u3060\u3068\u306f\u601d\u3044\u307e\u3059\u3051\u3069\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python\uff1aDataFrame\u304b\u3089\u5217\u3092\u53d6\u308a\u51fa\u3057\u3066\u914d\u5217(\u30ea\u30b9\u30c8)\u306b\u3059\u308b\u65b9\u6cd5 \u306a\u304b\u306a\u304b\u601d\u3046\u901a\u308a\u306b\u6210\u5f62\u3067\u304d\u305a\u82e6\u6226\u3057\u3066\u307e\u3057\u305f\u3002 \u305d\u306e\u4e0a\u3067\u4eca\u601d\u3063\u3066\u3044\u308b\u306e\u306f\u300cpandas\u3092\u81ea\u5728\u306b\u64cd\u308c\u308b\u7a0b\u5ea6\u306b\u899a\u3048\u308c\u3070\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u64cd\u4f5c\u306f\u601d\u3044\u901a\u308a\u3060\u308d\u3046 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2173,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"vkexunit_cta_each_option":"","footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[38],"tags":[862,814,861,147,889,58,67,888,890],"class_list":["post-2379","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python-memorandum","tag-dataframe","tag-django","tag-pandas","tag-python","tag-889","tag-58","tag-67","tag-888","tag-890"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/qol-kk.com\/wp2\/wp-content\/uploads\/2020\/11\/python.png","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/qol-kk.com\/wp2\/wp-json\/wp\/v2\/posts\/2379","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/qol-kk.com\/wp2\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/qol-kk.com\/wp2\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/qol-kk.com\/wp2\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/qol-kk.com\/wp2\/wp-json\/wp\/v2\/comments?post=2379"}],"version-history":[{"count":0,"href":"https:\/\/qol-kk.com\/wp2\/wp-json\/wp\/v2\/posts\/2379\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/qol-kk.com\/wp2\/wp-json\/wp\/v2\/media\/2173"}],"wp:attachment":[{"href":"https:\/\/qol-kk.com\/wp2\/wp-json\/wp\/v2\/media?parent=2379"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/qol-kk.com\/wp2\/wp-json\/wp\/v2\/categories?post=2379"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/qol-kk.com\/wp2\/wp-json\/wp\/v2\/tags?post=2379"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}