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市場調査レポート
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1309680

データ分析の世界市場規模、シェア、産業動向分析レポート：タイプ別、用途別、ソリューション別、地域別展望、予測：2023年～2030年

Global Data Analytics Market Size, Share & Industry Trends Analysis Report By Type (Predictive Analytics, Customer Analytics, Descriptive Analytics, Prescriptive Analytics), By Application, By Solution, By Regional Outlook and Forecast, 2023 - 2030

出版日
発行
KBV Research
ページ情報
英文 278 Pages
納期
即納可能 即納可能とは
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=146.99円
データ分析の世界市場規模、シェア、産業動向分析レポート：タイプ別、用途別、ソリューション別、地域別展望、予測：2023年～2030年
出版日: 2023年06月30日
発行: KBV Research
ページ情報: 英文 278 Pages
納期: 即納可能 即納可能とは
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

データ分析市場規模は2030年までに3,018億米ドルに達すると予測され、予測期間中のCAGRは26.8%の市場成長率で上昇する見込みです。

市場成長要因

デジタル化を好む企業や事業が増加

企業は、デジタルトランスフォーメーションの初期段階でも全体を通じても、デジタルトランスフォーメーションを貫く共通点としてデータ分析を利用することで、効果的なデータプロジェクトの障壁となり得る現代の重要なビジネス課題を容易に克服することができます。デジタルトランスフォーメーションのプロセスは継続的であり、1回限りの取り組みではなく、データアナリティクスに基づいています。また、単に新しいテクノロジーを採用するだけでなく、データを意思決定の中核に据えることを中心とした企業内の文化的転換も求められます。したがって、デジタル化の急速な導入に伴い、需要は増加し、市場の成長を後押しすることになります。

世界中で高まるインターネットの活用

スマート・マニュファクチャリング（インダストリー4.0）の普及も進んでいます。IoTは、ありふれたデバイスの機械間統合です。モノのインターネット（IoT）は、接続デバイスの増加に伴う帯域幅の消費量の増加によって上昇します。データセンターのコロケーションサービスも、IoT産業の隆盛を後押しすると思われます。OTTビデオコンテンツに対する需要の増加、インターネットアクセスの増加、家庭内の総接続機器数の増加は、インターネット需要をさらに押し上げる要因です。これらすべての原因により、より多くの人々がインターネットを利用するようになり、データ分析の利用が増加し、市場拡大の原動力となっています。

市場抑制要因

企業におけるプライバシーおよびセキュリティ侵害の増加

データ収集は時として顧客のプライバシーを侵害する可能性があります。なぜなら、顧客が利用しているサービスを提供する企業は、顧客のオンライン取引、購入、加入に関する情報にアクセスできるからです。企業によっては、相互の利益のために他の企業とデータセットを取引する場合もあります。入手したデータの一部が、個人、国家、社会に対して悪意を持って使用される可能性もあります。企業は顧客から収集するデータの種類に注意し、データが安全に保護されていることを確認する必要があります。分析に必要なデータのみを収集し、機密性の高いデータは安全性を保つために匿名化しなければならないです。その結果、こうしたプライバシーに関する懸念が市場の成長を妨げています。

タイプ別展望

市場はタイプ別に、処方分析、予測分析、顧客分析、記述分析、その他に区分されます。予測アナリティクス分野は、2022年の市場で最も高い収益シェアを獲得しました。予測アナリティクスは、不正行為の発見、マーケティングキャンペーンの改善、意思決定の強化、業務効率の向上など、企業が問題の解決策を見つけたり機会を見出したりするのを支援する、正確で信頼できる洞察を提供します。今日の企業には、ログファイルから写真や動画まで、社内のさまざまな場所に保存されたデータがあふれています。データ・サイエンティストは機械学習やディープ・ラーニングのアルゴリズムを採用し、こうしたデータのパターンを特定し、将来の出来事を予測します。

ソリューションの展望

ソリューションは、セキュリティ・インテリジェンス、データ管理、データモニタリング、データマイニングに分類されます。セキュリティ・インテリジェンス分野は、2022年の市場で最も高い収益シェアを獲得しました。このセグメントは、不正行為の発見、手続きの合理化、データリスクの管理に高度な分析がより頻繁に使用されているため、拡大しています。予測期間中、安全なトランザクション処理、顧客記録へのアクセス制御、顧客サービスの強化を提供するデータ分析ソフトウェアの採用増加により、同分野の拡大が促進されると予測されます。

用途展望

用途別に見ると、市場はサプライチェーン管理、企業資源計画、データベース管理、人的資源管理、その他に分けられます。2022年の市場では、企業資源計画分野が著しい成長率を示しました。データ分析用アプリケーションは、データレイク、従来のデータベース、データウェアハウスを接続し、ビッグデータとビジネスアプリケーションからのデータを組み合わせて、分析、予測、計画を強化することができます。また、企業がデータ主導の意思決定に依存するようになり、データベースへのアクセスと評価の要件が高まっています。ビッグデータの急速な拡大は、人工知能、IoT、ハイブリッド・クラウド、エッジ・コンピューティングの急速な発展によって促進されました。

地域別展望

地域別に見ると、市場は北米、欧州、アジア太平洋、LAMEAで分析されます。アジア太平洋地域は、2022年の市場においてかなりの収益シェアを獲得しました。これは、自動車、BFSI、ヘルスケア、小売などの他産業の成長によるものです。さらに、ソーシャルメディア、インターネット、携帯電話、通信技術の進歩のすべてがより広く使用されるようになるにつれて、需要が拡大すると予測されています。中国、インド、日本を含むアジア諸国では、情報集約的なAIやML機能の採用により、データ分析の人気が高まっています。市場成長は、データ分析技術やソリューションの利用の増加によって加速しています。

目次

第1章 市場範囲と調査手法

  • 市場の定義
  • 目的
  • 市場範囲
  • セグメンテーション
  • 調査手法

第2章 市場概要

  • イントロダクション
    • 概要
      • 市場構成とシナリオ
  • 市場に影響を与える主な要因
    • 市場促進要因
    • 市場抑制要因

第3章 競合分析- 世界

  • KBVカーディナルマトリックス
  • 最近の業界全体の戦略的展開
    • パートナーシップ、コラボレーション、および契約
    • 製品の発売と製品の拡大
    • 買収と合併
  • 市場シェア分析、2021年
  • 主要成功戦略
    • 主な戦略
    • 主要な戦略的動き

第4章 世界のデータ分析市場：タイプ別

  • 世界の予測分析市場：地域別
  • 世界の顧客分析市場：地域別
  • 世界の記述分析市場：地域別
  • 世界の処方的分析市場：地域別
  • 世界のその他の市場：地域別

第5章 世界のデータ分析市場：用途別

  • 世界のサプライチェーン管理市場：地域別
  • 世界のエンタープライズリソースプランニング市場：地域別
  • 世界のデータベース管理市場：地域別
  • 世界の人材管理市場：地域別
  • 世界のその他の市場：地域別

第6章 世界のデータ分析市場：ソリューション別

  • 世界のセキュリティインテリジェンス市場：地域別
  • 世界のデータ管理市場：地域別
  • 世界のデータモニタリング市場：地域別
  • 世界のデータマイニング市場：地域別

第7章 世界のデータ分析市場：地域別

  • 北米
    • 北米の市場：国別
      • 米国
      • カナダ
      • メキシコ
      • その他北米地域
  • 欧州
    • 欧州の市場：国別
      • ドイツ
      • 英国
      • フランス
      • ロシア
      • スペイン
      • イタリア
      • その他欧州地域
  • アジア太平洋
    • アジア太平洋の市場：国別
      • 中国
      • 日本
      • インド
      • 韓国
      • シンガポール
      • マレーシア
      • その他アジア太平洋地域
  • ラテンアメリカ・中東・アフリカ
    • ラテンアメリカ・中東・アフリカの市場：国別
      • ブラジル
      • アルゼンチン
      • アラブ首長国連邦
      • サウジアラビア
      • 南アフリカ
      • ナイジェリア
      • その他ラテンアメリカ・中東・アフリカ地域

第8章 企業プロファイル

  • Amazon Web Services, Inc（Amazon.com, Inc.）
  • IBM Corporation
  • Google LLC（Alphabet Inc）
  • Mu Sigma, Inc
  • Oracle Corporation
  • SAP SE
  • Sisense, Inc
  • Microsoft Corporation
  • ThoughtSpot, Inc
  • Zoho Corporation Pvt Ltd.
図表

LIST OF TABLES

  • TABLE 1 Global Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 2 Global Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 3 Partnerships, Collaborations and Agreements- Data Analytics Market
  • TABLE 4 Product Launches And Product Expansions- Data Analytics Market
  • TABLE 5 Acquisition and Mergers- Data Analytics Market
  • TABLE 6 Global Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 7 Global Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 8 Global Predictive Analytics Market by Region, 2019 - 2022, USD Million
  • TABLE 9 Global Predictive Analytics Market by Region, 2023 - 2030, USD Million
  • TABLE 10 Global Customer Analytics Market by Region, 2019 - 2022, USD Million
  • TABLE 11 Global Customer Analytics Market by Region, 2023 - 2030, USD Million
  • TABLE 12 Global Descriptive Analytics Market by Region, 2019 - 2022, USD Million
  • TABLE 13 Global Descriptive Analytics Market by Region, 2023 - 2030, USD Million
  • TABLE 14 Global Prescriptive Analytics Market by Region, 2019 - 2022, USD Million
  • TABLE 15 Global Prescriptive Analytics Market by Region, 2023 - 2030, USD Million
  • TABLE 16 Global Others Market by Region, 2019 - 2022, USD Million
  • TABLE 17 Global Others Market by Region, 2023 - 2030, USD Million
  • TABLE 18 Global Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 19 Global Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 20 Global Supply Chain Management Market by Region, 2019 - 2022, USD Million
  • TABLE 21 Global Supply Chain Management Market by Region, 2023 - 2030, USD Million
  • TABLE 22 Global Enterprise Resource Planning Market by Region, 2019 - 2022, USD Million
  • TABLE 23 Global Enterprise Resource Planning Market by Region, 2023 - 2030, USD Million
  • TABLE 24 Global Database Management Market by Region, 2019 - 2022, USD Million
  • TABLE 25 Global Database Management Market by Region, 2023 - 2030, USD Million
  • TABLE 26 Global Human Resource Management Market by Region, 2019 - 2022, USD Million
  • TABLE 27 Global Human Resource Management Market by Region, 2023 - 2030, USD Million
  • TABLE 28 Global Others Market by Region, 2019 - 2022, USD Million
  • TABLE 29 Global Others Market by Region, 2023 - 2030, USD Million
  • TABLE 30 Global Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 31 Global Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 32 Global Security Intelligence Market by Region, 2019 - 2022, USD Million
  • TABLE 33 Global Security Intelligence Market by Region, 2023 - 2030, USD Million
  • TABLE 34 Global Data Management Market by Region, 2019 - 2022, USD Million
  • TABLE 35 Global Data Management Market by Region, 2023 - 2030, USD Million
  • TABLE 36 Global Data Monitoring Market by Region, 2019 - 2022, USD Million
  • TABLE 37 Global Data Monitoring Market by Region, 2023 - 2030, USD Million
  • TABLE 38 Global Data Mining Market by Region, 2019 - 2022, USD Million
  • TABLE 39 Global Data Mining Market by Region, 2023 - 2030, USD Million
  • TABLE 40 Global Data Analytics Market by Region, 2019 - 2022, USD Million
  • TABLE 41 Global Data Analytics Market by Region, 2023 - 2030, USD Million
  • TABLE 42 North America Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 43 North America Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 44 North America Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 45 North America Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 46 North America Predictive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 47 North America Predictive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 48 North America Customer Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 49 North America Customer Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 50 North America Descriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 51 North America Descriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 52 North America Prescriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 53 North America Prescriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 54 North America Others Market by Country, 2019 - 2022, USD Million
  • TABLE 55 North America Others Market by Country, 2023 - 2030, USD Million
  • TABLE 56 North America Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 57 North America Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 58 North America Supply Chain Management Market by Country, 2019 - 2022, USD Million
  • TABLE 59 North America Supply Chain Management Market by Country, 2023 - 2030, USD Million
  • TABLE 60 North America Enterprise Resource Planning Market by Country, 2019 - 2022, USD Million
  • TABLE 61 North America Enterprise Resource Planning Market by Country, 2023 - 2030, USD Million
  • TABLE 62 North America Database Management Market by Country, 2019 - 2022, USD Million
  • TABLE 63 North America Database Management Market by Country, 2023 - 2030, USD Million
  • TABLE 64 North America Human Resource Management Market by Country, 2019 - 2022, USD Million
  • TABLE 65 North America Human Resource Management Market by Country, 2023 - 2030, USD Million
  • TABLE 66 North America Others Market by Country, 2019 - 2022, USD Million
  • TABLE 67 North America Others Market by Country, 2023 - 2030, USD Million
  • TABLE 68 North America Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 69 North America Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 70 North America Security Intelligence Market by Country, 2019 - 2022, USD Million
  • TABLE 71 North America Security Intelligence Market by Country, 2023 - 2030, USD Million
  • TABLE 72 North America Data Management Market by Country, 2019 - 2022, USD Million
  • TABLE 73 North America Data Management Market by Country, 2023 - 2030, USD Million
  • TABLE 74 North America Data Monitoring Market by Country, 2019 - 2022, USD Million
  • TABLE 75 North America Data Monitoring Market by Country, 2023 - 2030, USD Million
  • TABLE 76 North America Data Mining Market by Country, 2019 - 2022, USD Million
  • TABLE 77 North America Data Mining Market by Country, 2023 - 2030, USD Million
  • TABLE 78 North America Data Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 79 North America Data Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 80 US Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 81 US Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 82 US Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 83 US Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 84 US Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 85 US Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 86 US Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 87 US Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 88 Canada Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 89 Canada Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 90 Canada Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 91 Canada Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 92 Canada Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 93 Canada Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 94 Canada Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 95 Canada Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 96 Mexico Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 97 Mexico Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 98 Mexico Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 99 Mexico Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 100 Mexico Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 101 Mexico Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 102 Mexico Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 103 Mexico Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 104 Rest of North America Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 105 Rest of North America Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 106 Rest of North America Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 107 Rest of North America Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 108 Rest of North America Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 109 Rest of North America Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 110 Rest of North America Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 111 Rest of North America Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 112 Europe Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 113 Europe Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 114 Europe Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 115 Europe Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 116 Europe Predictive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 117 Europe Predictive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 118 Europe Customer Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 119 Europe Customer Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 120 Europe Descriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 121 Europe Descriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 122 Europe Prescriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 123 Europe Prescriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 124 Europe Others Market by Country, 2019 - 2022, USD Million
  • TABLE 125 Europe Others Market by Country, 2023 - 2030, USD Million
  • TABLE 126 Europe Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 127 Europe Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 128 Europe Supply Chain Management Market by Country, 2019 - 2022, USD Million
  • TABLE 129 Europe Supply Chain Management Market by Country, 2023 - 2030, USD Million
  • TABLE 130 Europe Enterprise Resource Planning Market by Country, 2019 - 2022, USD Million
  • TABLE 131 Europe Enterprise Resource Planning Market by Country, 2023 - 2030, USD Million
  • TABLE 132 Europe Database Management Market by Country, 2019 - 2022, USD Million
  • TABLE 133 Europe Database Management Market by Country, 2023 - 2030, USD Million
  • TABLE 134 Europe Human Resource Management Market by Country, 2019 - 2022, USD Million
  • TABLE 135 Europe Human Resource Management Market by Country, 2023 - 2030, USD Million
  • TABLE 136 Europe Others Market by Country, 2019 - 2022, USD Million
  • TABLE 137 Europe Others Market by Country, 2023 - 2030, USD Million
  • TABLE 138 Europe Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 139 Europe Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 140 Europe Security Intelligence Market by Country, 2019 - 2022, USD Million
  • TABLE 141 Europe Security Intelligence Market by Country, 2023 - 2030, USD Million
  • TABLE 142 Europe Data Management Market by Country, 2019 - 2022, USD Million
  • TABLE 143 Europe Data Management Market by Country, 2023 - 2030, USD Million
  • TABLE 144 Europe Data Monitoring Market by Country, 2019 - 2022, USD Million
  • TABLE 145 Europe Data Monitoring Market by Country, 2023 - 2030, USD Million
  • TABLE 146 Europe Data Mining Market by Country, 2019 - 2022, USD Million
  • TABLE 147 Europe Data Mining Market by Country, 2023 - 2030, USD Million
  • TABLE 148 Europe Data Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 149 Europe Data Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 150 Germany Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 151 Germany Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 152 Germany Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 153 Germany Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 154 Germany Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 155 Germany Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 156 Germany Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 157 Germany Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 158 UK Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 159 UK Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 160 UK Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 161 UK Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 162 UK Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 163 UK Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 164 UK Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 165 UK Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 166 France Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 167 France Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 168 France Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 169 France Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 170 France Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 171 France Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 172 France Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 173 France Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 174 Russia Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 175 Russia Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 176 Russia Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 177 Russia Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 178 Russia Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 179 Russia Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 180 Russia Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 181 Russia Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 182 Spain Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 183 Spain Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 184 Spain Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 185 Spain Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 186 Spain Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 187 Spain Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 188 Spain Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 189 Spain Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 190 Italy Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 191 Italy Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 192 Italy Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 193 Italy Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 194 Italy Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 195 Italy Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 196 Italy Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 197 Italy Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 198 Rest of Europe Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 199 Rest of Europe Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 200 Rest of Europe Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 201 Rest of Europe Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 202 Rest of Europe Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 203 Rest of Europe Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 204 Rest of Europe Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 205 Rest of Europe Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 206 Asia Pacific Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 207 Asia Pacific Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 208 Asia Pacific Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 209 Asia Pacific Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 210 Asia Pacific Predictive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 211 Asia Pacific Predictive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 212 Asia Pacific Customer Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 213 Asia Pacific Customer Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 214 Asia Pacific Descriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 215 Asia Pacific Descriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 216 Asia Pacific Prescriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 217 Asia Pacific Prescriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 218 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
  • TABLE 219 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
  • TABLE 220 Asia Pacific Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 221 Asia Pacific Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 222 Asia Pacific Supply Chain Management Market by Country, 2019 - 2022, USD Million
  • TABLE 223 Asia Pacific Supply Chain Management Market by Country, 2023 - 2030, USD Million
  • TABLE 224 Asia Pacific Enterprise Resource Planning Market by Country, 2019 - 2022, USD Million
  • TABLE 225 Asia Pacific Enterprise Resource Planning Market by Country, 2023 - 2030, USD Million
  • TABLE 226 Asia Pacific Database Management Market by Country, 2019 - 2022, USD Million
  • TABLE 227 Asia Pacific Database Management Market by Country, 2023 - 2030, USD Million
  • TABLE 228 Asia Pacific Human Resource Management Market by Country, 2019 - 2022, USD Million
  • TABLE 229 Asia Pacific Human Resource Management Market by Country, 2023 - 2030, USD Million
  • TABLE 230 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
  • TABLE 231 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
  • TABLE 232 Asia Pacific Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 233 Asia Pacific Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 234 Asia Pacific Security Intelligence Market by Country, 2019 - 2022, USD Million
  • TABLE 235 Asia Pacific Security Intelligence Market by Country, 2023 - 2030, USD Million
  • TABLE 236 Asia Pacific Data Management Market by Country, 2019 - 2022, USD Million
  • TABLE 237 Asia Pacific Data Management Market by Country, 2023 - 2030, USD Million
  • TABLE 238 Asia Pacific Data Monitoring Market by Country, 2019 - 2022, USD Million
  • TABLE 239 Asia Pacific Data Monitoring Market by Country, 2023 - 2030, USD Million
  • TABLE 240 Asia Pacific Data Mining Market by Country, 2019 - 2022, USD Million
  • TABLE 241 Asia Pacific Data Mining Market by Country, 2023 - 2030, USD Million
  • TABLE 242 Asia Pacific Data Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 243 Asia Pacific Data Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 244 China Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 245 China Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 246 China Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 247 China Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 248 China Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 249 China Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 250 China Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 251 China Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 252 Japan Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 253 Japan Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 254 Japan Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 255 Japan Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 256 Japan Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 257 Japan Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 258 Japan Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 259 Japan Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 260 India Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 261 India Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 262 India Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 263 India Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 264 India Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 265 India Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 266 India Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 267 India Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 268 South Korea Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 269 South Korea Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 270 South Korea Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 271 South Korea Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 272 South Korea Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 273 South Korea Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 274 South Korea Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 275 South Korea Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 276 Singapore Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 277 Singapore Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 278 Singapore Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 279 Singapore Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 280 Singapore Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 281 Singapore Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 282 Singapore Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 283 Singapore Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 284 Malaysia Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 285 Malaysia Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 286 Malaysia Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 287 Malaysia Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 288 Malaysia Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 289 Malaysia Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 290 Malaysia Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 291 Malaysia Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 292 Rest of Asia Pacific Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 293 Rest of Asia Pacific Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 294 Rest of Asia Pacific Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 295 Rest of Asia Pacific Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 296 Rest of Asia Pacific Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 297 Rest of Asia Pacific Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 298 Rest of Asia Pacific Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 299 Rest of Asia Pacific Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 300 LAMEA Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 301 LAMEA Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 302 LAMEA Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 303 LAMEA Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 304 LAMEA Predictive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 305 LAMEA Predictive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 306 LAMEA Customer Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 307 LAMEA Customer Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 308 LAMEA Descriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 309 LAMEA Descriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 310 LAMEA Prescriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 311 LAMEA Prescriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 312 LAMEA Others Market by Country, 2019 - 2022, USD Million
  • TABLE 313 LAMEA Others Market by Country, 2023 - 2030, USD Million
  • TABLE 314 LAMEA Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 315 LAMEA Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 316 LAMEA Supply Chain Management Market by Country, 2019 - 2022, USD Million
  • TABLE 317 LAMEA Supply Chain Management Market by Country, 2023 - 2030, USD Million
  • TABLE 318 LAMEA Enterprise Resource Planning Market by Country, 2019 - 2022, USD Million
  • TABLE 319 LAMEA Enterprise Resource Planning Market by Country, 2023 - 2030, USD Million
  • TABLE 320 LAMEA Database Management Market by Country, 2019 - 2022, USD Million
  • TABLE 321 LAMEA Database Management Market by Country, 2023 - 2030, USD Million
  • TABLE 322 LAMEA Human Resource Management Market by Country, 2019 - 2022, USD Million
  • TABLE 323 LAMEA Human Resource Management Market by Country, 2023 - 2030, USD Million
  • TABLE 324 LAMEA Others Market by Country, 2019 - 2022, USD Million
  • TABLE 325 LAMEA Others Market by Country, 2023 - 2030, USD Million
  • TABLE 326 LAMEA Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 327 LAMEA Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 328 LAMEA Security Intelligence Market by Country, 2019 - 2022, USD Million
  • TABLE 329 LAMEA Security Intelligence Market by Country, 2023 - 2030, USD Million
  • TABLE 330 LAMEA Data Management Market by Country, 2019 - 2022, USD Million
  • TABLE 331 LAMEA Data Management Market by Country, 2023 - 2030, USD Million
  • TABLE 332 LAMEA Data Monitoring Market by Country, 2019 - 2022, USD Million
  • TABLE 333 LAMEA Data Monitoring Market by Country, 2023 - 2030, USD Million
  • TABLE 334 LAMEA Data Mining Market by Country, 2019 - 2022, USD Million
  • TABLE 335 LAMEA Data Mining Market by Country, 2023 - 2030, USD Million
  • TABLE 336 LAMEA Data Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 337 LAMEA Data Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 338 Brazil Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 339 Brazil Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 340 Brazil Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 341 Brazil Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 342 Brazil Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 343 Brazil Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 344 Brazil Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 345 Brazil Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 346 Argentina Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 347 Argentina Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 348 Argentina Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 349 Argentina Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 350 Argentina Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 351 Argentina Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 352 Argentina Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 353 Argentina Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 354 UAE Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 355 UAE Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 356 UAE Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 357 UAE Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 358 UAE Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 359 UAE Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 360 UAE Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 361 UAE Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 362 Saudi Arabia Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 363 Saudi Arabia Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 364 Saudi Arabia Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 365 Saudi Arabia Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 366 Saudi Arabia Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 367 Saudi Arabia Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 368 Saudi Arabia Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 369 Saudi Arabia Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 370 South Africa Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 371 South Africa Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 372 South Africa Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 373 South Africa Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 374 South Africa Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 375 South Africa Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 376 South Africa Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 377 South Africa Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 378 Nigeria Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 379 Nigeria Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 380 Nigeria Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 381 Nigeria Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 382 Nigeria Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 383 Nigeria Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 384 Nigeria Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 385 Nigeria Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 386 Rest of LAMEA Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 387 Rest of LAMEA Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 388 Rest of LAMEA Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 389 Rest of LAMEA Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 390 Rest of LAMEA Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 391 Rest of LAMEA Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 392 Rest of LAMEA Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 393 Rest of LAMEA Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 394 Key Information - Amazon Web Services, Inc.
  • TABLE 395 Key information - IBM Corporation
  • TABLE 396 Key Information - Google LLC
  • TABLE 397 Key Information - Mu Sigma, Inc.
  • TABLE 398 Key Information - Oracle Corporation
  • TABLE 399 Key Information - SAP SE
  • TABLE 400 Key Information - Sisense, Inc.
  • TABLE 401 key information - Microsoft Corporation
  • TABLE 402 Key Information - ThoughtSpot, Inc.
  • TABLE 403 Key Information - Zoho Corporation Pvt. Ltd.

List of Figures

  • FIG 1 Methodology for the research
  • FIG 2 KBV Cardinal Matrix
  • FIG 3 Market Share Analysis, 2021
  • FIG 4 Key Leading Strategies: Percentage Distribution (2019-2023)
  • FIG 5 Key Strategic Move: (Partnerships, Collaborations and Agreements: 2019, May - 2022, Aug) Leading Players
  • FIG 6 Global Data Analytics Market share by Type, 2022
  • FIG 7 Global Data Analytics Market share by Type, 2030
  • FIG 8 Global Data Analytics Market by Type, 2019 - 2030, USD Million
  • FIG 9 Global Data Analytics Market share by Application, 2022
  • FIG 10 Global Data Analytics Market share by Application, 2030
  • FIG 11 Global Data Analytics Market by Application, 2019 - 2030, USD Million
  • FIG 12 Global Data Analytics Market share by Solution, 2022
  • FIG 13 Global Data Analytics Market share by Solution, 2030
  • FIG 14 Global Data Analytics Market by Solution, 2019 - 2030, USD Million
  • FIG 15 Global Data Analytics Market share by Region, 2022
  • FIG 16 Global Data Analytics Market share by Region, 2030
  • FIG 17 Global Data Analytics Market by Region, 2019 - 2030, USD Million
  • FIG 18 Recent strategies and developments: Amazon Web Services, Inc.
  • FIG 19 SWOT analysis: Amazon.com, Inc.
  • FIG 20 Recent strategies and developments: IBM Corporation
  • FIG 21 Swot analysis: IBM Corporation
  • FIG 22 Recent strategies and developments: Google LLC (Alphabet Inc.)
  • FIG 23 SWOT Analysis: Alphabet Inc. (Google LLC)
  • FIG 24 Recent strategies and developments: Oracle Corporation
  • FIG 25 SWOT analysis: Oracle Corporation
  • FIG 26 Recent strategies and developments: SAP SE
  • FIG 27 SWOT Analysis: SAP SE
  • FIG 28 Recent strategies and developments: Sisense Inc
  • FIG 29 Recent strategies and developments: Microsoft Corporation
  • FIG 30 SWOT Analysis: Microsoft Corporation
  • FIG 31 Recent strategies and developments: ThoughtSpot Inc.
目次

The Global Data Analytics Market size is expected to reach $301.8 billion by 2030, rising at a market growth of 26.8% CAGR during the forecast period.

North America region is the leader in utilizing data analytics in different industries. Consequently, North America would account for more than 33% share of the market by 2030. Prominent companies from various sectors are present in the region and use data analytics software extensively. For instance, utilizing data analytics, Twitter, Facebook, and Instagram gather user information about their tastes and send relevant adverts. The market expansion in North America may be attributed to the availability of the infrastructure required to enable data analytics as well as the rising use of cutting-edge tools like AI and machine learning.

Moreover, over the past few years, the demand for healthcare data analytics has only grown. The Centers for Disease Control and Prevention (CDC) reported that in the US, national healthcare spending made up 17.7% of GDP in 2019. The World Bank estimated that healthcare spending accounted for 5.59% of GDP in 2020. Consequently, the use of healthcare data analytics is being encouraged by numerous healthcare institutions. Therefore, with the expansion of the healthcare sector, the market will grow rapidly.

The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. For instance, In May, 2022, Amazon Web Services collaborated with IBM to enable IBM to provide a wide range of its software catalog as Software-as-a-Service (SaaS) on AWS. Moreover, the collaboration helped the customers of both companies in enhancing their modernization to the cloud and consuming IBM Services in a cloud-native manner on AWS. Additionally, In March, 2022, Microsoft entered into a partnership with FD Technologies to expand the reach of its KX Insights streaming data analytics platform as many companies seek to develop the data infrastructure for real-time decision-making.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the Market. In August, 2022, Google extended its collaboration with CoreLogic, a leading global property data and analytics-driven solutions provider. Through this collaboration, Google focused on supporting the launch of the CoreLogic Discovery Platform. The platform was built on Google Cloud's sustainable and secure infrastructure. The collaboration aims to fulfill CoreLogic's clients' demands and allows the provision of efficient and comprehensive solutions for enterprises in the real estate finance market. Companies such as Oracle Corporation, SAP SE, IBM Corporation are some of the key innovators in the Market.

Market Growth Factors

More companies and businesses are favoring digitalization

Businesses can easily get over important contemporary business issues that may act as barriers to effective data projects by using data analytics as the commonality that runs through digital transformation, both at the beginning and throughout. The process of digital transformation is ongoing and is based on data analytics rather than being a one-time endeavor. It also demands a cultural shift within the firm centered on placing data at the core of decision-making, not merely adopting new technologies. Hence, with the rapid adoption of digitalization, the demand will increase, propelling the market's growth.

Increasing utilization of the Internet across the world

Smart manufacturing, or Industry 4.0, is also becoming more prevalent. The IoT is the machine-to-machine integration of commonplace devices. The Internet of Things (IoT) will rise due to rising bandwidth consumption as connected devices increase. Data center colocation services will also help the IoT industry flourish. Increased demand for OTT video content, increased internet access, and an increase in the number of total connected devices in households are further factors boosting internet demand. Because of all of these causes, more people are using the Internet, which has increased the use of data analytics and is driving the market's expansion.

Market Restraining Factors

Increase in privacy and security breaches among businesses

Data gathering can occasionally violate a customer's privacy because the companies whose services they are utilizing have access to information about their online transactions, purchases, and subscriptions. Some businesses might trade datasets with other businesses for mutual gain. There is a possibility that some of the data obtained could be used maliciously against an individual, nation, or society. Companies need to be careful about the kind of data they are gathering from clients and make sure the data is secure and protected. Only the data necessary for the analysis must be collected, and any sensitive data must be anonymized in order to keep it secure. As a result, these privacy concerns are hampering the growth of the market.

Type Outlook

Based on type, the market is segmented into prescriptive analytics, predictive analytics, customer analytics, descriptive analytics, and others. The predictive analytics segment garnered the highest revenue share in the market in 2022. Predictive analytics offers precise and trustworthy insights that assist firms in finding solutions to issues and seeing opportunities, such as spotting fraud, improving marketing campaigns, enhancing decision-making, and increasing operational efficiency. Today's businesses are flooded with data, which can range from log files to photos and video, stored in various locations around the company. Data scientists employ machine learning and deep learning algorithms to identify patterns in this data and forecast future events.

Solution Outlook

On the basis of solution, the market is fragmented into security intelligence, data management, data monitoring, and data mining. The security intelligence segment acquired the highest revenue share in the market in 2022. The segment is expanding because sophisticated analytics are used more frequently to spot fraud, streamline procedures, and manage data risks. Over the projection period, segment expansion is anticipated to be fueled by an increase in the adoption of data analytics software that offers secure transaction processing, control access to client records, and enhanced customer service.

Application Outlook

By application, the market is divided into supply chain management, enterprise resource planning, database management, human resource management, and others. The enterprise resource planning segment garnered a remarkable growth rate in the market in 2022. Applications for data analytics can connect data lakes, traditional databases, and data warehouses to combine Big Data with data from business applications to enhance analysis, forecasting, and planning. Additionally, the requirement to access and evaluate databases is growing as firms depend more on data-driven decision-making. The rapid expansion of big data, which created even more complexity for organizations to manage due to the segment's growth, was fueled by the quick development of artificial intelligence, IoT, hybrid cloud, and edge computing.

Regional Outlook

Region wise, the market is analysed across North America, Europe, Asia Pacific, and LAMEA. The Asia Pacific region acquired a substantial revenue share in the market in 2022. This results from the growth of other industries, including automotive, BFSI, healthcare, and retail. Additionally, it is anticipated that the demand will grow as social media, the internet, cell phones, and communication technology advances all become more widely used. Data analytics is becoming increasingly popular due to adoption of information-intensive AI and ML features throughout several Asian nations, including China, India, and Japan. Market growth is accelerated by the increasing use of data analytics techniques and solutions.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Amazon Web Services Inc., IBM Corporation, Google LLC (Alphabet Inc.), Mu Sigma, Inc., Oracle Corporation, SAP SE, Sisense Inc, Microsoft Corporation, ThoughtSpot Inc. and Zoho Corporation Pvt. Ltd.

Recent Strategies Deployed in Data Analytics Market

Partnerships, Collaboration and Agreements:

Aug-2022: Google extended its collaboration with CoreLogic, a leading global property data and analytics-driven solutions provider. Through this collaboration, Google focused on supporting the launch of the CoreLogic Discovery Platform. The platform was built on Google Cloud's sustainable and secure infrastructure. The collaboration aims to fulfill CoreLogic's clients' demands and allows the provision of efficient and comprehensive solutions for enterprises in the real estate finance market.

May-2022: Amazon Web Services collaborated with IBM, an American multinational technology corporation. Through this collaboration, AWS aimed to enable IBM to provide a wide range of its software catalog as Software-as-a-Service (SaaS) on AWS. Moreover, the collaboration helped the customers of both companies in enhancing their modernization to the cloud and consuming IBM Services in a cloud-native manner on AWS.

Mar-2022: Microsoft entered into a partnership with FD Technologies, a leading provider of products and consulting services. This partnership aimed at Microsoft to expand the reach of its KX Insights streaming data analytics platform as many companies seek to develop the data infrastructure for real-time decision-making.

Feb-2022: Microsoft extended partnership with The Qatar Financial Center Regulatory Authority (QFCRA), an independent regulator of the QFC, incorporated to authorize and regulate firms and individuals conducting financial services in or from the QFC. This partnership aimed Microsoft to explore a dedicated path for solutions that enhances Artificial Intelligence (AI) and data analytics to obtain actionable information via social media analytics, Robotics Process Automation (RPA), AI-powered knowledge mining, chatbots, and to transform digital objectives.

Dec-2021: Google Cloud partnered with Kyndryl, an American multinational information technology infrastructure services provider. Following this partnership, the latter company focused on expediting the digital transformation of customers and assisting them in becoming more data-driven, advanced, and sustainable businesses. In this collaboration, Google and Kyndryl applied their expertise in applied AI, analytics, and data, thereby assisting customers in attaining new knowledge and driving business results.

Nov-2021: Amazon Web Services partnered with Nasdaq, an American stock exchange based in New York City. Under this partnership, AWS focused on providing the next generation of cloud-enabled infrastructure for the capital markets of the world. Additionally, the partnership provided Nasdaq a way to move its main infrastructure to the cloud and create new services as they advance its second decade of cloud adoption.

Nov-2021: Amazon Web Services collaborated with Teradata, a connected multi-cloud data platform for business analytics. With this collaboration, AWS aimed at expediting Teradata's capabilities to fulfill the demands of the voluminous data workloads and subsequently help customers in utilizing data to modernize and innovate rapidly in the cloud. The collaboration accelerated the benefits and value that Teradata can provide to its customers.

Oct-2021: IBM formed a collaboration with Deloitte, a multinational professional services network. This collaboration aimed to introduce a new offering, DAPPER, which is an AI-enabled managed analytics solution. DAPPER's end-to-end capabilities would enable companies to gain confidence in the insights that their data offers through a secured, simple to consume managed service offering to resolve the challenges of adopting AI.

Aug-2021: IBM teamed up with Black & Veatch, a global leader in building critical human infrastructure. This collaboration aimed to jointly market Asset Performance Management (APM) solutions, which include remote monitoring technologies that integrate near real-time data analytics with AI to assist users to keep equipment and assets running at peak performance and reliability.

Aug-2021: IBM partnered with Cloudera, an American software company. Under this partnership, the companies would strengthen their joint development as well as go-to-market programs in order to bring the cutting-edge analytical potentials of IBM Cloud Pak for Data, a unified platform for AI and data, to the Cloudera Data Platform.

Mar-2021: Google Cloud collaborated with Deloitte, an international professional services network. Following this collaboration, the companies launched a platform for enterprises to assist them in handling cyber threats. This cloud-native platform is called PACE or Predictive Analytics for Cyber in Enterprises tool. The platform utilizes Deloitte's cyber risk quantification and risk management frameworks along with Google Products namely Loker, Chronicle, and BigQuery. PACE enables companies to identify and mitigate cyber threats.

Mar-2021: Oracle came into partnership with Red Bull Racing Honda. Under this partnership, Red Bull would leverage the ML and data analytics offerings of Oracle Cloud Infrastructure (OCI) to optimize how data is utilized over its business; from on-track tasks to putting more data in the hands of the Team's global fan base. In addition, the OCI-powered offerings would assist the team to sharpen its already formidable competitive edge.

Feb-2021: SAP entered into a partnership with Software AG, an enterprise software company. This partnership aimed to enhance surface supply chain management data to improve product quality. Additionally, the partnership would bring sensor-generated time-series data into the analytics and operational performance fold.

Product Launch and Product Expansions:

May-2023: ThoughtSpot revealed ThoughtSpot Monitor for Mobile, a mobile application that works with the ThoughtSpot analytics application. The new ThoughtSpot Monitor for Mobile delivers key performance indicators (KPIs) and other business metrics to users.

Nov-2022: IBM launched IBM Business Analytics Enterprise. The new product is a comprehensive suite that includes budgeting, reporting, forecasting, planning, and dashboard capabilities, providing the user with a holistic view of data sources across the entire business.

Sep-2022: ThoughtSpot unveiled ThoughtSpot Cloud, a fully managed SaaS offering based on its popular augmented analytics platform. The new platform is packed with artificial intelligence and automation. ThoughtSpot Cloud features a full-stack architecture and intuitive insight generation capabilities via the in-memory calculation engine.

Mar-2022: Microsoft unveiled Azure Health Data Services, a platform for analyzing and managing different kinds of patient data. The launched platform-as-a-service (PaaS) assists enterprises in managing disparate kinds of protected health information (PHI) spanning over multiple data stores and allowing them to work with -- and gather insights from -- patient data utilizing fewer resources and time.

Nov-2021: Oracle expanded its product line with new capabilities in Oracle Fusion Cloud Enterprise Resource Planning (ERP) Analytics. This product expansion aimed to allow finance and operations leaders to have higher visibility into costs and assets and fasten decision-making. Oracle Fusion ERP Analytics would provide the insights required to easily analyze working capital and procurement, revenue, payment performance, and profitability.

Jun-2021: SAP unveiled the SAP Business Network, integrating the vendor's logistics, purchasing, and asset intelligence software & services. In addition, the company also introduced new planning and analytics capabilities for the vendor's Business Technology Platform, along with new planning & data analysis capabilities and advancements to the SAP Business Technology Platform (BTP).

Mar-2021: Oracle unveiled a set of innovative enhancements to Oracle Autonomous Data Warehouse. These enhancements offer easy-to-use, no-code tools, which would empower Data Analysts to do tasks that earlier needed data engineers and data scientists.

Feb-2021: Sisense unveiled a new AI-driven analytics platform called Sisense Fusion. The new platform features actionable intelligence made up of five key components (Fuse, Connect, Analyze, Augment, Infuse) to enable businesses to make improved decisions, as well as the ability to embed analytics into customer-facing applications.

Acquisitions and Merger:

Jan-2022: Oracle took over Federos, a leading provider of cloud-enabled, AI-optimized network assurance, analytics, and automation software. With this acquisition, Oracle focused on empowering service providers with AI-optimized service and network analytics, assurance, and automated orchestration.

Jul-2021: Microsoft took over Suplari, a Seattle startup that utilizes AI to aid companies to understand and get a handle on spending. This acquisition aimed to aid customers to enhance financial visibility by using AI to automate the analysis of existing data and historical patterns from numerous data sources.

May-2021: ThoughtSpot entered into an agreement to acquire Diyotta, a data integration tool that connects enterprises to all their data. The acquisition would enable the company to further boost the ecosystem for the Modern Analytics Cloud, helping connect and integrate the analytics platform of the company with technologies across this growing industry.

Feb-2021: Amazon Web Services (AWS) acquired DataRow, a Web-based client for the Amazon Redshift cloud data warehouse. Through this acquisition, AWS enabled customers to offer users better AWS visualization & query resolution.

Scope of the Study

Market Segments covered in the Report:

By Type

  • Predictive Analytics
  • Customer Analytics
  • Descriptive Analytics
  • Prescriptive Analytics
  • Others

By Application

  • Supply Chain Management
  • Enterprise Resource Planning
  • Database Management
  • Human Resource Management
  • Others

By Solution

  • Security Intelligence
  • Data Management
  • Data Monitoring
  • Data Mining

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Companies Profiled

  • Amazon Web Services Inc.
  • IBM Corporation
  • Google LLC (Alphabet Inc.)
  • Mu Sigma, Inc.
  • Oracle Corporation
  • SAP SE
  • Sisense Inc
  • Microsoft Corporation
  • ThoughtSpot Inc.
  • Zoho Corporation Pvt. Ltd.

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Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Data Analytics Market, by Type
    • 1.4.2 Global Data Analytics Market, by Application
    • 1.4.3 Global Data Analytics Market, by Solution
    • 1.4.4 Global Data Analytics Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market Overview

  • 2.1 Introduction
    • 2.1.1 Overview
      • 2.1.1.1 Market Composition and Scenario
  • 2.2 Key Factors Impacting the Market
    • 2.2.1 Market Drivers
    • 2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global

  • 3.1 KBV Cardinal Matrix
  • 3.2 Recent Industry Wide Strategic Developments
    • 3.2.1 Partnerships, Collaborations and Agreements
    • 3.2.2 Product Launches and Product Expansions
    • 3.2.3 Acquisition and Mergers
  • 3.3 Market Share Analysis, 2021
  • 3.4 Top Winning Strategies
    • 3.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
    • 3.4.2 Key Strategic Move: (Partnerships, Collaborations and Agreements: 2019, May - 2022, Aug) Leading Players

Chapter 4. Global Data Analytics Market by Type

  • 4.1 Global Predictive Analytics Market by Region
  • 4.2 Global Customer Analytics Market by Region
  • 4.3 Global Descriptive Analytics Market by Region
  • 4.4 Global Prescriptive Analytics Market by Region
  • 4.5 Global Others Market by Region

Chapter 5. Global Data Analytics Market by Application

  • 5.1 Global Supply Chain Management Market by Region
  • 5.2 Global Enterprise Resource Planning Market by Region
  • 5.3 Global Database Management Market by Region
  • 5.4 Global Human Resource Management Market by Region
  • 5.5 Global Others Market by Region

Chapter 6. Global Data Analytics Market by Solution

  • 6.1 Global Security Intelligence Market by Region
  • 6.2 Global Data Management Market by Region
  • 6.3 Global Data Monitoring Market by Region
  • 6.4 Global Data Mining Market by Region

Chapter 7. Global Data Analytics Market by Region

  • 7.1 North America Data Analytics Market
    • 7.1.1 North America Data Analytics Market by Type
      • 7.1.1.1 North America Predictive Analytics Market by Country
      • 7.1.1.2 North America Customer Analytics Market by Country
      • 7.1.1.3 North America Descriptive Analytics Market by Country
      • 7.1.1.4 North America Prescriptive Analytics Market by Country
      • 7.1.1.5 North America Others Market by Country
    • 7.1.2 North America Data Analytics Market by Application
      • 7.1.2.1 North America Supply Chain Management Market by Country
      • 7.1.2.2 North America Enterprise Resource Planning Market by Country
      • 7.1.2.3 North America Database Management Market by Country
      • 7.1.2.4 North America Human Resource Management Market by Country
      • 7.1.2.5 North America Others Market by Country
    • 7.1.3 North America Data Analytics Market by Solution
      • 7.1.3.1 North America Security Intelligence Market by Country
      • 7.1.3.2 North America Data Management Market by Country
      • 7.1.3.3 North America Data Monitoring Market by Country
      • 7.1.3.4 North America Data Mining Market by Country
    • 7.1.4 North America Data Analytics Market by Country
      • 7.1.4.1 US Data Analytics Market
        • 7.1.4.1.1 US Data Analytics Market by Type
        • 7.1.4.1.2 US Data Analytics Market by Application
        • 7.1.4.1.3 US Data Analytics Market by Solution
      • 7.1.4.2 Canada Data Analytics Market
        • 7.1.4.2.1 Canada Data Analytics Market by Type
        • 7.1.4.2.2 Canada Data Analytics Market by Application
        • 7.1.4.2.3 Canada Data Analytics Market by Solution
      • 7.1.4.3 Mexico Data Analytics Market
        • 7.1.4.3.1 Mexico Data Analytics Market by Type
        • 7.1.4.3.2 Mexico Data Analytics Market by Application
        • 7.1.4.3.3 Mexico Data Analytics Market by Solution
      • 7.1.4.4 Rest of North America Data Analytics Market
        • 7.1.4.4.1 Rest of North America Data Analytics Market by Type
        • 7.1.4.4.2 Rest of North America Data Analytics Market by Application
        • 7.1.4.4.3 Rest of North America Data Analytics Market by Solution
  • 7.2 Europe Data Analytics Market
    • 7.2.1 Europe Data Analytics Market by Type
      • 7.2.1.1 Europe Predictive Analytics Market by Country
      • 7.2.1.2 Europe Customer Analytics Market by Country
      • 7.2.1.3 Europe Descriptive Analytics Market by Country
      • 7.2.1.4 Europe Prescriptive Analytics Market by Country
      • 7.2.1.5 Europe Others Market by Country
    • 7.2.2 Europe Data Analytics Market by Application
      • 7.2.2.1 Europe Supply Chain Management Market by Country
      • 7.2.2.2 Europe Enterprise Resource Planning Market by Country
      • 7.2.2.3 Europe Database Management Market by Country
      • 7.2.2.4 Europe Human Resource Management Market by Country
      • 7.2.2.5 Europe Others Market by Country
    • 7.2.3 Europe Data Analytics Market by Solution
      • 7.2.3.1 Europe Security Intelligence Market by Country
      • 7.2.3.2 Europe Data Management Market by Country
      • 7.2.3.3 Europe Data Monitoring Market by Country
      • 7.2.3.4 Europe Data Mining Market by Country
    • 7.2.4 Europe Data Analytics Market by Country
      • 7.2.4.1 Germany Data Analytics Market
        • 7.2.4.1.1 Germany Data Analytics Market by Type
        • 7.2.4.1.2 Germany Data Analytics Market by Application
        • 7.2.4.1.3 Germany Data Analytics Market by Solution
      • 7.2.4.2 UK Data Analytics Market
        • 7.2.4.2.1 UK Data Analytics Market by Type
        • 7.2.4.2.2 UK Data Analytics Market by Application
        • 7.2.4.2.3 UK Data Analytics Market by Solution
      • 7.2.4.3 France Data Analytics Market
        • 7.2.4.3.1 France Data Analytics Market by Type
        • 7.2.4.3.2 France Data Analytics Market by Application
        • 7.2.4.3.3 France Data Analytics Market by Solution
      • 7.2.4.4 Russia Data Analytics Market
        • 7.2.4.4.1 Russia Data Analytics Market by Type
        • 7.2.4.4.2 Russia Data Analytics Market by Application
        • 7.2.4.4.3 Russia Data Analytics Market by Solution
      • 7.2.4.5 Spain Data Analytics Market
        • 7.2.4.5.1 Spain Data Analytics Market by Type
        • 7.2.4.5.2 Spain Data Analytics Market by Application
        • 7.2.4.5.3 Spain Data Analytics Market by Solution
      • 7.2.4.6 Italy Data Analytics Market
        • 7.2.4.6.1 Italy Data Analytics Market by Type
        • 7.2.4.6.2 Italy Data Analytics Market by Application
        • 7.2.4.6.3 Italy Data Analytics Market by Solution
      • 7.2.4.7 Rest of Europe Data Analytics Market
        • 7.2.4.7.1 Rest of Europe Data Analytics Market by Type
        • 7.2.4.7.2 Rest of Europe Data Analytics Market by Application
        • 7.2.4.7.3 Rest of Europe Data Analytics Market by Solution
  • 7.3 Asia Pacific Data Analytics Market
    • 7.3.1 Asia Pacific Data Analytics Market by Type
      • 7.3.1.1 Asia Pacific Predictive Analytics Market by Country
      • 7.3.1.2 Asia Pacific Customer Analytics Market by Country
      • 7.3.1.3 Asia Pacific Descriptive Analytics Market by Country
      • 7.3.1.4 Asia Pacific Prescriptive Analytics Market by Country
      • 7.3.1.5 Asia Pacific Others Market by Country
    • 7.3.2 Asia Pacific Data Analytics Market by Application
      • 7.3.2.1 Asia Pacific Supply Chain Management Market by Country
      • 7.3.2.2 Asia Pacific Enterprise Resource Planning Market by Country
      • 7.3.2.3 Asia Pacific Database Management Market by Country
      • 7.3.2.4 Asia Pacific Human Resource Management Market by Country
      • 7.3.2.5 Asia Pacific Others Market by Country
    • 7.3.3 Asia Pacific Data Analytics Market by Solution
      • 7.3.3.1 Asia Pacific Security Intelligence Market by Country
      • 7.3.3.2 Asia Pacific Data Management Market by Country
      • 7.3.3.3 Asia Pacific Data Monitoring Market by Country
      • 7.3.3.4 Asia Pacific Data Mining Market by Country
    • 7.3.4 Asia Pacific Data Analytics Market by Country
      • 7.3.4.1 China Data Analytics Market
        • 7.3.4.1.1 China Data Analytics Market by Type
        • 7.3.4.1.2 China Data Analytics Market by Application
        • 7.3.4.1.3 China Data Analytics Market by Solution
      • 7.3.4.2 Japan Data Analytics Market
        • 7.3.4.2.1 Japan Data Analytics Market by Type
        • 7.3.4.2.2 Japan Data Analytics Market by Application
        • 7.3.4.2.3 Japan Data Analytics Market by Solution
      • 7.3.4.3 India Data Analytics Market
        • 7.3.4.3.1 India Data Analytics Market by Type
        • 7.3.4.3.2 India Data Analytics Market by Application
        • 7.3.4.3.3 India Data Analytics Market by Solution
      • 7.3.4.4 South Korea Data Analytics Market
        • 7.3.4.4.1 South Korea Data Analytics Market by Type
        • 7.3.4.4.2 South Korea Data Analytics Market by Application
        • 7.3.4.4.3 South Korea Data Analytics Market by Solution
      • 7.3.4.5 Singapore Data Analytics Market
        • 7.3.4.5.1 Singapore Data Analytics Market by Type
        • 7.3.4.5.2 Singapore Data Analytics Market by Application
        • 7.3.4.5.3 Singapore Data Analytics Market by Solution
      • 7.3.4.6 Malaysia Data Analytics Market
        • 7.3.4.6.1 Malaysia Data Analytics Market by Type
        • 7.3.4.6.2 Malaysia Data Analytics Market by Application
        • 7.3.4.6.3 Malaysia Data Analytics Market by Solution
      • 7.3.4.7 Rest of Asia Pacific Data Analytics Market
        • 7.3.4.7.1 Rest of Asia Pacific Data Analytics Market by Type
        • 7.3.4.7.2 Rest of Asia Pacific Data Analytics Market by Application
        • 7.3.4.7.3 Rest of Asia Pacific Data Analytics Market by Solution
  • 7.4 LAMEA Data Analytics Market
    • 7.4.1 LAMEA Data Analytics Market by Type
      • 7.4.1.1 LAMEA Predictive Analytics Market by Country
      • 7.4.1.2 LAMEA Customer Analytics Market by Country
      • 7.4.1.3 LAMEA Descriptive Analytics Market by Country
      • 7.4.1.4 LAMEA Prescriptive Analytics Market by Country
      • 7.4.1.5 LAMEA Others Market by Country
    • 7.4.2 LAMEA Data Analytics Market by Application
      • 7.4.2.1 LAMEA Supply Chain Management Market by Country
      • 7.4.2.2 LAMEA Enterprise Resource Planning Market by Country
      • 7.4.2.3 LAMEA Database Management Market by Country
      • 7.4.2.4 LAMEA Human Resource Management Market by Country
      • 7.4.2.5 LAMEA Others Market by Country
    • 7.4.3 LAMEA Data Analytics Market by Solution
      • 7.4.3.1 LAMEA Security Intelligence Market by Country
      • 7.4.3.2 LAMEA Data Management Market by Country
      • 7.4.3.3 LAMEA Data Monitoring Market by Country
      • 7.4.3.4 LAMEA Data Mining Market by Country
    • 7.4.4 LAMEA Data Analytics Market by Country
      • 7.4.4.1 Brazil Data Analytics Market
        • 7.4.4.1.1 Brazil Data Analytics Market by Type
        • 7.4.4.1.2 Brazil Data Analytics Market by Application
        • 7.4.4.1.3 Brazil Data Analytics Market by Solution
      • 7.4.4.2 Argentina Data Analytics Market
        • 7.4.4.2.1 Argentina Data Analytics Market by Type
        • 7.4.4.2.2 Argentina Data Analytics Market by Application
        • 7.4.4.2.3 Argentina Data Analytics Market by Solution
      • 7.4.4.3 UAE Data Analytics Market
        • 7.4.4.3.1 UAE Data Analytics Market by Type
        • 7.4.4.3.2 UAE Data Analytics Market by Application
        • 7.4.4.3.3 UAE Data Analytics Market by Solution
      • 7.4.4.4 Saudi Arabia Data Analytics Market
        • 7.4.4.4.1 Saudi Arabia Data Analytics Market by Type
        • 7.4.4.4.2 Saudi Arabia Data Analytics Market by Application
        • 7.4.4.4.3 Saudi Arabia Data Analytics Market by Solution
      • 7.4.4.5 South Africa Data Analytics Market
        • 7.4.4.5.1 South Africa Data Analytics Market by Type
        • 7.4.4.5.2 South Africa Data Analytics Market by Application
        • 7.4.4.5.3 South Africa Data Analytics Market by Solution
      • 7.4.4.6 Nigeria Data Analytics Market
        • 7.4.4.6.1 Nigeria Data Analytics Market by Type
        • 7.4.4.6.2 Nigeria Data Analytics Market by Application
        • 7.4.4.6.3 Nigeria Data Analytics Market by Solution
      • 7.4.4.7 Rest of LAMEA Data Analytics Market
        • 7.4.4.7.1 Rest of LAMEA Data Analytics Market by Type
        • 7.4.4.7.2 Rest of LAMEA Data Analytics Market by Application
        • 7.4.4.7.3 Rest of LAMEA Data Analytics Market by Solution

Chapter 8. Company Profiles

  • 8.1 Amazon Web Services, Inc. (Amazon.com, Inc.)
    • 8.1.1 Company Overview
    • 8.1.2 Financial Analysis
    • 8.1.3 Segmental Analysis
    • 8.1.4 Recent strategies and developments:
      • 8.1.4.1 Partnerships, Collaborations, and Agreements:
      • 8.1.4.2 Product Launches and Product Expansions:
      • 8.1.4.3 Acquisition and Mergers:
    • 8.1.5 SWOT Analysis
  • 8.2 IBM Corporation
    • 8.2.1 Company Overview
    • 8.2.2 Financial Analysis
    • 8.2.3 Regional & Segmental Analysis
    • 8.2.4 Research & Development Expenses
    • 8.2.5 Recent strategies and developments:
      • 8.2.5.1 Partnerships, Collaborations, and Agreements:
      • 8.2.5.2 Product Launches and Product Expansions:
      • 8.2.5.3 Acquisition and Mergers:
    • 8.2.6 SWOT Analysis
  • 8.3 Google LLC (Alphabet Inc.)
    • 8.3.1 Company Overview
    • 8.3.2 Financial Analysis
    • 8.3.3 Segmental and Regional Analysis
    • 8.3.4 Research & Development Expense
    • 8.3.5 Recent strategies and developments:
      • 8.3.5.1 Partnerships, Collaborations, and Agreements:
      • 8.3.5.2 Acquisition and Mergers:
    • 8.3.6 SWOT Analysis
  • 8.4 Mu Sigma, Inc.
    • 8.4.1 Company Overview
  • 8.5 Oracle Corporation
    • 8.5.1 Company Overview
    • 8.5.2 Financial Analysis
    • 8.5.3 Segmental and Regional Analysis
    • 8.5.4 Research & Development Expense
    • 8.5.5 Recent strategies and developments:
      • 8.5.5.1 Partnerships, Collaborations, and Agreements:
      • 8.5.5.2 Product Launches and Product Expansions:
      • 8.5.5.3 Acquisition and Mergers:
    • 8.5.6 SWOT Analysis
  • 8.6 SAP SE
    • 8.6.1 Company Overview
    • 8.6.2 Financial Analysis
    • 8.6.3 Segmental and Regional Analysis
    • 8.6.4 Research & Development Expense
    • 8.6.5 Recent strategies and developments:
      • 8.6.5.1 Partnerships, Collaborations, and Agreements:
      • 8.6.5.2 Product Launches and Product Expansions:
      • 8.6.5.3 Acquisition and Mergers:
    • 8.6.6 SWOT Analysis
  • 8.7 Sisense, Inc.
    • 8.7.1 Company Overview
    • 8.7.2 Recent strategies and developments:
      • 8.7.2.1 Partnerships, Collaborations, and Agreements:
      • 8.7.2.2 Product Launches and Product Expansions:
      • 8.7.2.3 Acquisition and Mergers:
  • 8.8 Microsoft Corporation
    • 8.8.1 Company Overview
    • 8.8.2 Financial Analysis
    • 8.8.3 Segmental and Regional Analysis
    • 8.8.4 Research & Development Expenses
    • 8.8.5 Recent strategies and developments:
      • 8.8.5.1 Partnerships, Collaborations, and Agreements:
      • 8.8.5.2 Product Launches and Product Expansions:
      • 8.8.5.3 Acquisition and Mergers:
    • 8.8.6 SWOT Analysis
  • 8.9 ThoughtSpot, Inc.
    • 8.9.1 Company Overview
    • 8.9.2 Recent strategies and developments:
      • 8.9.2.1 Partnerships, Collaborations, and Agreements:
      • 8.9.2.2 Product Launches and Product Expansions:
      • 8.9.2.3 Acquisition and Mergers:
  • 8.10. Zoho Corporation Pvt. Ltd.
    • 8.10.1 Company Overview