《人人會建的大數據可視化大屏》是2023年10月1日清華大學出版社出版的圖書，作者：主編：雷玉堂 副主編：鄧華亮 編著：周曉歡、劉炳禮、李 柯。
基本介紹
- 中文名：人人會建的大數據可視化大屏
- 作者：主編：雷玉堂 副主編：鄧華亮 編著：周曉歡、劉炳禮、李 柯
- 出版時間：2023年9月1日
- 出版社：清華大學出版社
- ISBN：9787302646525
- 定價：69 元
- 印次：1-1
- 印刷日期：2023.09.19
內容簡介,圖書目錄,
內容簡介
《人人會建的大數據可視化大屏》重點闡述數據可視化的重要性、基本概念、主要套用和意義，通過需求梳理、數據準備、螢幕測算、合理布局、圖表顏色等方面的設計，呈現數據分析的關鍵指標，增強數據的可讀性。同時，以海致科技集團自主研發的伏羲數據可視化平台套用為例，通俗易懂地介紹伏羲數據可視化大屏設計思路、組件功能和製作方法，舉例說明公安、金融、交通、能源、司法等領域的數據大屏套用。 《人人會建的大數據可視化大屏》適於各行各業大數據可視化工程師、數據分析人員、大數據愛好者、人工智慧從業人員、計算機軟體套用專業的在讀大學生等參閱。
圖書目錄
第1章 數據可視化概述· ··················1
1.1 數據可視化························1
1.1.1 什麼是數據可視化··········1
1.1.2 基本概念······················1
1.1.3 主要套用······················1
1.1.4 發展階段······················2
1.1.5 相關分析······················2
1.1.6 數據可視化的意義··········3
1.2 數據可視化要素·················4
1.2.1 需求準確······················4
1.2.2 數據準確······················5
1.2.3 螢幕準確······················5
1.2.4 布局合理······················5
1.2.5 圖表合理······················5
1.2.6 顏色合理······················5
1.2.7 長度合理······················6
1.2.8 可讀性強······················6
1.3 數據可視化展現形式··········6
1.3.1 數據大屏······················6
1.3.2 數據看板/儀錶盤············7
1.3.3 數據報表······················7
1.4 伏羲數據可視化平台技術架構···································9
1.4.1 伏羲數據可視化平台產品架構······················9
1.4.2 伏羲數據可視化平台產品優勢····················10
1.4.3 伏羲數據可視化平台登錄方式····················10
1.4.4 伏羲數據可視化平台主要功能····················11
1.5 常見數據可視化套用場景舉例··································13
1.5.1 公安場景舉例··············14
1.5.2 政務場景舉例··············14
1.5.3 交通場景舉例··············15
1.5.4 金融場景舉例··············15
第2章 可視化方案設計流程·········16
2.1 確認需求···························16
2.1.1 明確業務場景··············16
2.1.2 梳理關鍵指標··············16
2.1.3 確定分析維度··············16
2.1.4 收集整理數據··············17
2.1.5 選定圖表類型··············17
2.1.6 了解輸出設備··············19
2.2 大屏主題···························19
2.2.1 大屏主題風格··············19
2.2.2 大屏標題····················19
2.3 樣式設計···························20
2.3.1 尺寸確定····················20
2.3.2 布局方案· ····················20
2.3.3 框線設計····················24
2.3.4 字型設計····················24
2.4 數據處理···························24
2.4.1 數據處理原則··············24
2.4.2 數據處理方法··············25
2.5 圖表製作···························25
2.5.1 圖表製作方法··············25
2.5.2 注意事項····················25
2.6 視覺美化···························26
2.6.1 配色規範····················26
2.6.2 文字規範····················26
2.6.3 背景圖片····················27
2.6.4 圖表框線····················27
2.6.5 UI動效·······················27
2.7 套用發布···························27
2.7.1 大屏預覽····················27
2.7.2 大屏發布共享··············28
2.7.3 終端互動····················29
第3章 數據準備及指標計算·········31
3.1 數據準備···························31
3.1.1 梳理所需數據··············31
3.1.2 檢查數據質量··············31
3.1.3 做好數據分類··············32
3.2 數據處理···························32
3.2.1 DMC/萬象模型處理······32
3.2.2 Excel處理···················32
3.2.3 其他免費數據處理工具··························32
3.3 數據對接···························32
3.3.1 DMC資料庫················33
3.3.2 API數據·····················33
3.3.3 Excel、CSV、JSON檔案··························34
3.3.4 MySQL、PostgreSQL、Oracle、MongoDB、達夢資料庫·················35
3.4 指標計算···························35
3.4.1 數據指標計算方法········35
3.4.2 不同場景常見指標········37
3.4.3 數據指標計算案例········38
第4章 數據大屏基礎組件套用·····39
4.1 數據大屏創建及操作界面概述··································39
4.1.1 大屏創建····················39
4.1.2 常用的工具·················41
4.1.3 編輯頁概述·················45
4.1.4 頁面設定····················47
4.1.5 要素設計····················48
4.2 圖表組件套用技巧·············48
4.2.1 柱形圖套用·················48
4.2.2 散點圖套用·················70
4.2.3 多類型圖表套用···········71
4.2.4 其他常見圖表套用········71
4.3 布局組件套用技巧·············72
4.3.1 3D背景組件套用··········72
4.3.2 圖文標題組件套用········76
4.3.3 其他布局組件套用········80
4.4 數據組件套用技巧·············80
4.4.1 文本組件套用··············80
4.4.2 數據集組件套用···········91
4.4.3 指標卡組件套用···········96
4.5 可視化大屏管理··············101
4.5.1 圖層管理···················101
4.5.2 組件管理···················103
4.5.3 大屏管理···················104
4.5.4 分組管理···················105
第5章 數據可視化基礎大屏實操案例· ························107
5.1 大屏設計原則··················107
5.1.1 信息結構···················107
5.1.2 互動原則···················107
5.1.3 可視化表達················107
5.1.4 大屏規範提取/設計······108
5.2 從0到1製作數據大屏·······109
5.2.1 數據大屏需求梳理·······109
5.2.2 數據大屏主題確定·······109
5.2.3 數據大屏樣式設計·······109
5.2.4 數據大屏數據處理·······110
5.2.5 製作大屏···················111
5.2.6 數據大屏套用發布·······111
第6章 數據大屏複雜組件套用···112
6.1 媒體組件套用技巧···········112
6.1.1 圖片組件套用·············112
6.1.2 視頻組件套用·············115
6.1.3 音頻組件套用·············117
6.1.4 直播組件套用·············119
6.2 地圖組件套用技巧···········121
6.3 關係組件套用技巧···········126
6.3.1 流程圖組件套用··········126
6.3.2 關係圖組件套用··········129
6.3.3 樹圖組件套用·············132
6.4 裝飾組件套用技巧···········135
第7章 數據可視化圖表互動套用·······························140
7.1 表單互動套用技巧···········140
7.2 導航互動套用技巧···········144
7.3 容器互動套用技巧···········153
7.3.1 彈窗面板組件套用·······153
7.3.2 動態面板組件套用·······155
7.3.3 引用面板組件套用·······157
7.3.4 輪播切換面板組件套用·························160
7.3.5 輪播選中面板組件套用·························164
7.3.6 Iframe面板組件套用·····165
7.3.7 數據容器組件套用·······166
7.4 動畫互動套用技巧···········168
7.4.1 繪製動畫套用·············168
7.4.2 動畫效果套用·············169
7.4.3 轉場動畫套用·············169
7.5 語音識別互動套用技巧····170
第8章 數據可視化複雜大屏實操案例························174
8.1 圖表互動設定··················174
8.1.1 設定聯動···················174
8.1.2 設定自定義事件··········175
8.2 組件組合互動設定···········175
8.2.1 導航組件與圖表互動····175
8.2.2 表單組件與圖表互動····177
8.3 動畫互動設定··················178
附錄··············································180
