新媒體數(shù)據(jù)分析與應(yīng)用
定 價(jià):49.8 元
- 作者:朱小棟
- 出版時(shí)間:2022/3/1
- ISBN:9787121425967
- 出 版 社:電子工業(yè)出版社
- 中圖法分類:G206.2-39
- 頁(yè)碼:216
- 紙張:
- 版次:01
- 開(kāi)本:16開(kāi)
伴隨著移動(dòng)互聯(lián)網(wǎng)、物聯(lián)網(wǎng)技術(shù)的普及和成熟,依托數(shù)字技術(shù)的新媒體,如微信公眾號(hào)、新浪微博、今日頭條、抖音、喜馬拉雅等,成為越來(lái)越多用戶青睞的媒體形式。新媒體的發(fā)展,帶來(lái)大量新媒體數(shù)據(jù)的積淀,有效分析新媒體數(shù)據(jù)能極大提高新媒體賬戶的業(yè)務(wù)效率和市場(chǎng)競(jìng)爭(zhēng)力。本書(shū)系統(tǒng)性地給出新媒體數(shù)據(jù)如何準(zhǔn)備、如何預(yù)處理、如何分析挖掘,新媒體數(shù)據(jù)的分析結(jié)果如何可視化,并以微信數(shù)據(jù)分析、微博數(shù)據(jù)分析、抖音數(shù)據(jù)分析、網(wǎng)絡(luò)輿情數(shù)據(jù)分析和新媒體數(shù)據(jù)營(yíng)銷為案例,以常用的Excel為分析工具,詳細(xì)地闡述新媒體數(shù)據(jù)分析的過(guò)程,旨在幫助讀者提高新媒體數(shù)據(jù)分析的能力。本書(shū)適合作為普通高等本科院校及職業(yè)院校電子商務(wù)、市場(chǎng)營(yíng)銷、新聞與傳播網(wǎng)絡(luò)與新媒體專業(yè)的教材。
朱小棟,1981年生,安徽太湖人,上海理工大學(xué)副教授,管理科學(xué)與工程專業(yè)、國(guó)際貿(mào)易學(xué)專業(yè)、國(guó)際商務(wù)(專碩)專業(yè)研究生導(dǎo)師,中國(guó)計(jì)算機(jī)學(xué)會(huì)高級(jí)會(huì)員,2009年7月畢業(yè)于南京航空航天大學(xué)計(jì)算機(jī)應(yīng)用技術(shù)專業(yè),獲工學(xué)博士學(xué)位。澳大利亞斯文本科技大學(xué)高級(jí)訪問(wèn)學(xué)者。公開(kāi)發(fā)表論文60余篇,出版專著1篇,出版教材3篇。目前主持完成的主要縱向科研項(xiàng)目包括:教育部高等學(xué)校博士學(xué)科點(diǎn)專項(xiàng)科研基金項(xiàng)目1項(xiàng),教育部人文社會(huì)科學(xué)青年基金項(xiàng)目1項(xiàng),教育部重點(diǎn)實(shí)驗(yàn)室開(kāi)放課題(安徽大學(xué)計(jì)算智能與信號(hào)處理重點(diǎn)實(shí)驗(yàn)室)1項(xiàng),上海市市教委科研創(chuàng)新項(xiàng)目課題1項(xiàng),主持完成上海高校外國(guó)留學(xué)生英語(yǔ)授課示范性課程1項(xiàng)。參與國(guó)家自然科學(xué)基金項(xiàng)目2項(xiàng),參與國(guó)家社會(huì)科學(xué)基金項(xiàng)目1項(xiàng)。獲上海市教學(xué)成果獎(jiǎng)二等獎(jiǎng)1次,中國(guó)機(jī)械工業(yè)科學(xué)技術(shù)獎(jiǎng)二等獎(jiǎng)一次。目前研究方向與研究興趣: 大數(shù)據(jù)管理與數(shù)據(jù)挖掘;網(wǎng)絡(luò)信息安全;國(guó)際電子商務(wù)。曾經(jīng)參與主持過(guò)多個(gè)科研項(xiàng)目,其中有:1、201909,主持上海高校智庫(kù)內(nèi)涵建設(shè)項(xiàng)目:人工智能與大數(shù)據(jù)背景下上海布局的新思維與新舉措。2、 201909,主持2019年上海高校大學(xué)計(jì)算機(jī)課程教學(xué)改革項(xiàng)目:"信息安全原理”進(jìn)階課程建設(shè)。3、201809-201902,主持上海市自貿(mào)區(qū)研究院(浦東智庫(kù)研究院)智庫(kù)研究項(xiàng)目:基于大數(shù)據(jù)與人工智能技術(shù)的上海市政府治理新思維與新舉措。4、201809-201812, 主持360集團(tuán)江蘇復(fù)大科技有限公司委托科研課題:《信息安全原理與商務(wù)應(yīng)用》編著建設(shè)研究。5、201807-201812, 主持上海高校智庫(kù)內(nèi)涵建設(shè)計(jì)劃(戰(zhàn)略研究)戰(zhàn)略研究項(xiàng)目:基于云電子商務(wù)的上海市數(shù)字資源共享戰(zhàn)略研究;6、201701-201712,主持2017年度上海理工大學(xué)"精品本科”系列教材建設(shè)項(xiàng)目:《UML與面向?qū)ο笙到y(tǒng)分析與設(shè)計(jì)》。7、2017.01-2017.12 主持上海理工大學(xué)教育發(fā)展2017年度教師教學(xué)發(fā)展研究項(xiàng)目,人文社科類本科生在全國(guó)挑戰(zhàn)杯大挑競(jìng)賽中的競(jìng)爭(zhēng)力研究。8、2015.12-2016.12 主持上海市教委出國(guó)訪學(xué)資助計(jì)劃,赴澳大利亞斯文本科技大學(xué)從事高級(jí)訪問(wèn)學(xué)者。
目 錄
第 1 章 緒論 ····························································.1
1.1 數(shù)據(jù)分析的相關(guān)知識(shí) ··································.2
1.2 新媒體與新媒體數(shù)據(jù) ··································.5
1.3 新媒體數(shù)據(jù)分析的過(guò)程 ···························.10
本章知識(shí)小結(jié) ·····················································.11
本章考核檢測(cè)評(píng)價(jià) ·············································.12
第 2 章 新媒體數(shù)據(jù)分析指標(biāo) ·························.13
2.1 新媒體數(shù)據(jù)分析指標(biāo)體系 ·······················.14
2.2 數(shù)據(jù)運(yùn)營(yíng)維度 ············································.17
2.3 用戶增長(zhǎng)維度——以微信公眾號(hào)
為例 ····························································.19
2.4 用戶屬性與互動(dòng)維度——以微信
公眾號(hào)為例 ················································.22
2.5 圖文維度——以微信公眾號(hào)為例 ···········.24
2.6 用戶互動(dòng)維度——以微信公眾號(hào)
為例 ····························································.28
本章知識(shí)小結(jié) ·····················································.29
本章考核檢測(cè)評(píng)價(jià) ·············································.29
第 3 章 新媒體數(shù)據(jù)的準(zhǔn)備 ······························.31
3.1 新媒體數(shù)據(jù)來(lái)源 ········································.31
3.2 理解數(shù)據(jù) ····················································.39
本章知識(shí)小結(jié) ·····················································.42
本章考核檢測(cè)評(píng)價(jià) ·············································.42
第 4 章 新媒體數(shù)據(jù)的處理 ······························.44
4.1 數(shù)據(jù)清洗 ····················································.44
4.2 數(shù)據(jù)加工 ····················································.52
本章知識(shí)小結(jié) ·····················································.59
本章考核檢測(cè)評(píng)價(jià) ·············································.59
第 5 章 新媒體數(shù)據(jù)的分析視角 ····················.61
5.1 現(xiàn)狀分析 ····················································.61
5.2 原因分析 ····················································.65
5.3 預(yù)測(cè)分析 ····················································.71
本章知識(shí)小結(jié) ·····················································.78
本章考核檢測(cè)評(píng)價(jià) ·············································.79
第 6 章 新媒體數(shù)據(jù)的可視化 ·························.80
6.1 可視化的意義 ············································.81
6.2 常用可視化圖表 ········································.81
6.3 復(fù)雜圖表 ····················································.97
6.4 利用編程語(yǔ)言繪圖 ··································.122
本章知識(shí)小結(jié) ···················································.124
本章考核檢測(cè)評(píng)價(jià) ···········································.124
第 7 章 微信數(shù)據(jù)分析 ·····································.125
7.1 微信數(shù)據(jù)分析概述 ··································.126
7.2 微信公眾號(hào)數(shù)據(jù)分析 ······························.129
7.3 微信小程序數(shù)據(jù)分析 ······························.132
7.4 新榜數(shù)據(jù)分析平臺(tái) ··································.140
本章知識(shí)小結(jié) ···················································.143
本章考核檢測(cè)評(píng)價(jià) ···········································.143
第 8 章 微博數(shù)據(jù)分析 ·····································.145
8.1 微博數(shù)據(jù)分析概述 ··································.145
8.2 微博基本數(shù)據(jù)分析 ··································.146
8.3 微博內(nèi)容數(shù)據(jù)分析 ··································.151
8.4 微博粉絲數(shù)據(jù)分析 ··································.159
8.5 知微數(shù)據(jù)分析平臺(tái) ··································.164
本章知識(shí)小結(jié) ···················································.170
本章考核檢測(cè)評(píng)價(jià) ···········································.170
第 9 章 抖音數(shù)據(jù)分析 ·····································.171
9.1 抖音數(shù)據(jù)分析概述 ··································.172
9.2 抖音基本數(shù)據(jù)分析 ··································.176
9.3 抖查查數(shù)據(jù)分析平臺(tái) ······························.180
9.4 飛瓜數(shù)據(jù)分析平臺(tái) ··································.183
本章知識(shí)小結(jié) ···················································.189
本章考核檢測(cè)評(píng)價(jià) ···········································.189
第 10 章 網(wǎng)絡(luò)輿情數(shù)據(jù)分析 ·························.190
10.1 網(wǎng)絡(luò)輿情數(shù)據(jù)分析概述 ························.191
10.2 網(wǎng)絡(luò)輿情基本數(shù)據(jù)分析 ························.193
10.3 新浪輿情通分析平臺(tái) ····························.205
本章知識(shí)小結(jié) ···················································.208
本章考核檢測(cè)評(píng)價(jià) ···········································.209
參考文獻(xiàn) ··································································.210