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\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<\/ol>\n<h2>\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u306e\u7a2e\u985e<\/h2>\n<p>\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u624b\u6cd5\u306f\u6570\u591a\u304f\u3042\u308a\u3001\u591a\u69d8\u3067\u3059\u3002\u6700\u3082\u4e00\u822c\u7684\u306a\u624b\u6cd5\u3092\u307e\u3068\u3081\u305f\u8868\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u8996\u899a\u5316\u306e\u7a2e\u985e<\/th>\n<th>\u8aac\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u68d2\u30b0\u30e9\u30d5<\/td>\n<td>\u3055\u307e\u3056\u307e\u306a\u30ab\u30c6\u30b4\u30ea\u307e\u305f\u306f\u30b0\u30eb\u30fc\u30d7\u306e\u6570\u91cf\u3001\u983b\u5ea6\u3001\u307e\u305f\u306f\u305d\u306e\u4ed6\u306e\u6e2c\u5b9a\u5024\u3092\u8868\u793a\u304a\u3088\u3073\u6bd4\u8f03\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u5186\u30b0\u30e9\u30d5<\/td>\n<td>\u5168\u4f53\u306e\u6bd4\u7387\u3092\u793a\u3059\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u5404\u30bb\u30b0\u30e1\u30f3\u30c8\u306f\u7279\u5b9a\u306e\u30ab\u30c6\u30b4\u30ea\u3092\u8868\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u6298\u308c\u7dda\u30b0\u30e9\u30d5<\/td>\n<td>\u6642\u9593\u306e\u7d4c\u904e\u306b\u4f34\u3046\u50be\u5411\u3092\u8868\u793a\u3057\u307e\u3059\u3002\u901a\u5e38\u3001x \u8ef8\u306f\u6642\u9593\u3092\u8868\u3057\u3001y \u8ef8\u306f\u6570\u91cf\u3092\u8868\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0<\/td>\n<td>\u68d2\u30b0\u30e9\u30d5\u306b\u4f3c\u3066\u3044\u307e\u3059\u304c\u3001\u8a2d\u5b9a\u3055\u308c\u305f\u9593\u9694\u3067\u306e\u983b\u5ea6\u5206\u5e03\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u6563\u5e03\u56f3<\/td>\n<td>2 \u3064\u306e\u5909\u6570\u9593\u306e\u76f8\u95a2\u95a2\u4fc2\u3092\u8868\u3059\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30d2\u30fc\u30c8\u30de\u30c3\u30d7<\/td>\n<td>\u73fe\u8c61\u306e\u5927\u304d\u3055\u3092 2 \u6b21\u5143\u3067\u8272\u3068\u3057\u3066\u8868\u793a\u3057\u307e\u3059\u3002\u8907\u6570\u306e\u5909\u6570\u9593\u306e\u5dee\u7570\u3092\u793a\u3059\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30d0\u30d6\u30eb\u30c1\u30e3\u30fc\u30c8<\/td>\n<td>\u6563\u5e03\u56f3\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3002\u30d0\u30d6\u30eb\u306e\u30b5\u30a4\u30ba\u306f\u8ffd\u52a0\u306e\u6b21\u5143\u30c7\u30fc\u30bf\u3092\u8868\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30dc\u30c3\u30af\u30b9\u30d7\u30ed\u30c3\u30c8<\/td>\n<td>\u6570\u5024\u30c7\u30fc\u30bf\u306e\u30b0\u30eb\u30fc\u30d7\u3092\u56db\u5206\u4f4d\u6570\u3067\u8868\u3059\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u306e\u6d3b\u7528\u3001\u8ab2\u984c\u3068\u89e3\u6c7a\u7b56<\/h2>\n<p>\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u3001\u533b\u7642\u3001\u6559\u80b2\u3001\u516c\u5171\u653f\u7b56\u306a\u3069\u3001\u591a\u304f\u306e\u5206\u91ce\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30c8\u30ec\u30f3\u30c9\u4e88\u6e2c\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30ec\u30dd\u30fc\u30c8\u3001\u610f\u601d\u6c7a\u5b9a\u3001\u4eba\u53e3\u7d71\u8a08\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u8aa4\u89e3\u3092\u62db\u304f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3001\u904e\u5ea6\u306b\u8907\u96d1\u3001\u4e0d\u660e\u77ad\u3001\u8272\u77e5\u899a\u306e\u554f\u984c\u306a\u3069\u306e\u8ab2\u984c\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u9069\u5207\u306a\u8a2d\u8a08\u539f\u5247\u306b\u5f93\u3044\u3001\u8996\u8074\u8005\u306e\u8a8d\u8b58\u3092\u8003\u616e\u3057\u3001\u9069\u5207\u306a\u914d\u8272\u3068\u30b9\u30b1\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u8ab2\u984c\u3092\u514b\u670d\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u306e\u6bd4\u8f03\u5206\u6790<\/h2>\n<p>\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306f\u4ed6\u306e\u60c5\u5831\u8868\u73fe\u5f62\u5f0f\u3068\u95a2\u9023\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u72ec\u81ea\u306e\u7279\u5fb4\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30c7\u30fc\u30bf \u30ec\u30dd\u30fc\u30c8\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u6bd4\u8f03\u8868\u3067\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th><\/th>\n<th>\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316<\/th>\n<th>\u30c7\u30fc\u30bf\u30ec\u30dd\u30fc\u30c8<\/th>\n<th>\u30c7\u30fc\u30bf\u5206\u6790<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5ba2\u89b3\u7684<\/td>\n<td>\u7406\u89e3\u3092\u6df1\u3081\u308b\u305f\u3081\u306b\u30c7\u30fc\u30bf\u3092\u30b0\u30e9\u30d5\u5f62\u5f0f\u3067\u8868\u793a\u3057\u307e\u3059\u3002<\/td>\n<td>\u3088\u308a\u6df1\u3044\u6d1e\u5bdf\u306a\u3057\u3067\u30c7\u30fc\u30bf\u306e\u6982\u8981\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/td>\n<td>\u30c7\u30fc\u30bf\u304b\u3089\u6709\u7528\u306a\u6d1e\u5bdf\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u8907\u96d1<\/td>\n<td>\u30c7\u30fc\u30bf\u3068\u76ee\u7684\u306b\u5fdc\u3058\u3066\u3001\u30b7\u30f3\u30d7\u30eb\u306b\u3082\u8907\u96d1\u306b\u3082\u306a\u308a\u307e\u3059\u3002<\/td>\n<td>\u901a\u5e38\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u308f\u304b\u308a\u3084\u3059\u3044\u3067\u3059\u3002<\/td>\n<td>\u591a\u304f\u306e\u5834\u5408\u8907\u96d1\u3067\u3001\u5c02\u9580\u7684\u306a\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3<\/td>\n<td>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306b\u64cd\u4f5c\u3067\u304d\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30c7\u30fc\u30bf\u3092\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002<\/td>\n<td>\u901a\u5e38\u306f\u9759\u7684\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u3088\u308b\u64cd\u4f5c\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/td>\n<td>\u30e6\u30fc\u30b6\u30fc\u306e\u64cd\u4f5c\u306f\u3001\u4f7f\u7528\u3059\u308b\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u306e\u5c06\u6765\u5c55\u671b\u3068\u6280\u8853<\/h2>\n<p>\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306f\u3001\u65b0\u305f\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u767b\u5834\u306b\u3088\u308a\u7d99\u7d9a\u7684\u306b\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u62e1\u5f35\u73fe\u5b9f (AR) \u3068\u4eee\u60f3\u73fe\u5b9f (VR) \u306f\u3001\u6ca1\u5165\u578b\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u4f53\u9a13\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u9769\u547d\u3092\u8d77\u3053\u3059\u3067\u3057\u3087\u3046\u3002\u4eba\u5de5\u77e5\u80fd\u3068\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308a\u3001\u3088\u308a\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u3067\u81ea\u52d5\u5316\u3055\u308c\u305f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u5897\u52a0\u306b\u3088\u308a\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u308f\u304b\u308a\u3084\u3059\u3044\u5f62\u5f0f\u3067\u8868\u73fe\u3067\u304d\u308b\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u8996\u899a\u5316\u6280\u8853\u304c\u5fc5\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u696d\u754c\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u610f\u601d\u6c7a\u5b9a\u3078\u3068\u79fb\u884c\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306f\u307e\u3059\u307e\u3059\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>\u30d7\u30ed\u30ad\u30b7\u30b5\u30fc\u30d0\u30fc\u3068\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u306e\u95a2\u9023<\/h2>\n<p>\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u30d7\u30ed\u30bb\u30b9\u3001\u7279\u306b\u30c7\u30fc\u30bf\u53ce\u96c6\u6bb5\u968e\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001IP \u7981\u6b62\u306e\u30ea\u30b9\u30af\u3092\u5192\u3059\u3053\u3068\u306a\u304f\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3067\u304d\u308b\u305f\u3081\u3001\u8996\u899a\u5316\u306e\u305f\u3081\u306e\u3088\u308a\u5e83\u7bc4\u306a\u57fa\u76e4\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u533f\u540d\u6027\u3092\u78ba\u4fdd\u3057\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30ec\u30a4\u30e4\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u4f01\u696d\u304c\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u8996\u899a\u5316\u30c4\u30fc\u30eb\u306b\u307e\u3059\u307e\u3059\u4f9d\u5b58\u3059\u308b\u3088\u3046\u306b\u306a\u308b\u306b\u3064\u308c\u3066\u3001\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u3053\u308c\u3089\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u5b89\u5168\u3067\u4e2d\u65ad\u306e\u306a\u3044\u30a2\u30af\u30bb\u30b9\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002<\/p>\n<h2>\u95a2\u9023\u30ea\u30f3\u30af<\/h2>\n<p>\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u6b21\u306e\u30ea\u30bd\u30fc\u30b9\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<ol>\n<li><a href=\"https:\/\/www.tableau.com\/learn\/articles\/data-visualization\" target=\"_new\" rel=\"noopener nofollow\">Tableau \u306b\u3088\u308b\u30c7\u30fc\u30bf\u8996\u899a\u5316\u30ac\u30a4\u30c9<\/a><\/li>\n<li><a href=\"https:\/\/datavizproject.com\/data-visualization-history\/\" target=\"_new\" rel=\"noopener nofollow\">\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u7c21\u5358\u306a\u6b74\u53f2<\/a><\/li>\n<li><a href=\"https:\/\/hbr.org\/2019\/10\/visualizations-that-really-work\" target=\"_new\" rel=\"noopener nofollow\">\u30cf\u30fc\u30d0\u30fc\u30c9\u30fb\u30d3\u30b8\u30cd\u30b9\u30fb\u30ec\u30d3\u30e5\u30fc\u306b\u3088\u308b\u30c7\u30fc\u30bf\u5206\u6790\u3068\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u53ef\u8996\u5316<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/future-trends-in-data-visualization-525446fe6631\" target=\"_new\" rel=\"noopener nofollow\">\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u306e\u4eca\u5f8c\u306e\u52d5\u5411<\/a><\/li>\n<li><a href=\"https:\/\/www.ibm.com\/design\/thinking\/page\/toolkit\/activity\/data-visualization\" target=\"_new\" rel=\"noopener nofollow\">IBM\u306b\u3088\u308b\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u6280\u8853<\/a><\/li>\n<\/ol>","protected":false},"featured_media":468156,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476728","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Data Visualization: The Art and Science of Presenting Information<\/mark>","faq_items":[{"question":"What is data visualization?","answer":"<p>Data visualization is the practice of converting complex, raw data into visual graphics such as charts, graphs, and infographics to make it more comprehensible, which aids in decision-making processes.<\/p>"},{"question":"What is the history of data visualization?","answer":"<p>Data visualization has a rich history that can be traced back to 5500 BC when Mesopotamians used clay tokens for accounting purposes. A notable modern example is the cholera map created by Dr. John Snow in 1854, which helped pinpoint a cholera outbreak's source in London. The advent of computers in the 20th century significantly amplified the use and significance of data visualization.<\/p>"},{"question":"What are the key features of data visualization?","answer":"<p>The key features of data visualization include simplicity, accessibility, efficiency, versatility, and it supports informed decision-making. By presenting complex data in an easy-to-understand visual format, it saves time, resources and is applicable across various sectors.<\/p>"},{"question":"What types of data visualization techniques exist?","answer":"<p>There are several types of data visualization techniques, including bar charts, pie charts, line graphs, histograms, scatter plots, heat maps, bubble charts, and box plots. Each of these serves to represent data in a unique, comprehensible way.<\/p>"},{"question":"What problems might be encountered with data visualization and how can they be solved?","answer":"<p>Challenges with data visualization include misleading graphics, over-complication, lack of clarity, and color perception issues. These problems can be mitigated by adhering to good design principles, considering the audience's perception, and utilizing appropriate color schemes and scales.<\/p>"},{"question":"How are data visualization, data reporting, and data analysis different?","answer":"<p>While all three represent forms of dealing with data, they differ in their objectives and complexity. Data visualization aims to present data in a graphical format for better understanding. Data reporting provides a summary of data without deeper insights, and data analysis seeks to extract useful insights from the data.<\/p>"},{"question":"How will future technologies impact data visualization?","answer":"<p>Emerging technologies like augmented reality (AR), virtual reality (VR), artificial intelligence, and machine learning are expected to bring about significant changes in data visualization. AR and VR can offer immersive, interactive data visualization experiences, while AI and machine learning will enable smarter and automated visualization tools.<\/p>"},{"question":"How are proxy servers related to data visualization?","answer":"<p>Proxy servers can play a critical role in the data collection stage of data visualization. They facilitate the extraction of large amounts of data from various sources without risking IP bans. They also ensure anonymity and provide a layer of security for sensitive data. In addition, they enable secure and uninterrupted access to cloud-based visualization tools.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/wiki\/476728","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/wiki\/476728\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/media\/468156"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/media?parent=476728"}],"curies":[{"name":"\u3046\u30fc\u3093","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}