SlideShare une entreprise Scribd logo
1  sur  35
Presented By: Shankar Kumud Kushwaha Sikander
Data Analysis is ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],11/06/09 XIDAS, Jabalpur
11/06/09 XIDAS, Jabalpur
11/06/09 XIDAS, Jabalpur
11/06/09 XIDAS, Jabalpur
11/06/09 XIDAS, Jabalpur
11/06/09 XIDAS, Jabalpur
11/06/09 XIDAS, Jabalpur
11/06/09 XIDAS, Jabalpur
11/06/09 XIDAS, Jabalpur
11/06/09 XIDAS, Jabalpur
[object Object],11/06/09 XIDAS, Jabalpur
Major Data Analysis Techniques ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],11/06/09 XIDAS, Jabalpur
CORRELATION ANALYSIS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],11/06/09 XIDAS, Jabalpur
Cont.. ,[object Object],[object Object],[object Object],[object Object],11/06/09 XIDAS, Jabalpur
Diagrammatic presentation “r” 11/06/09 XIDAS, Jabalpur R=0.5 R=1 R= -0.5
Regression analysis   ,[object Object],[object Object],[object Object],[object Object],[object Object],11/06/09 XIDAS, Jabalpur
Cont.. ,[object Object],11/06/09 XIDAS, Jabalpur
Factor Analysis   ,[object Object],[object Object],11/06/09 XIDAS, Jabalpur Types of Factor Analysis Factor  Analysis Exploratory   Confirmatory
Use of Factor Analysis ,[object Object],[object Object],[object Object],[object Object],[object Object],11/06/09 XIDAS, Jabalpur
CLUSTER ANALYSIS ,[object Object],11/06/09 XIDAS, Jabalpur
BRAND MAPPING (CORRESPONDENCE ANALYSIS) ,[object Object],[object Object],[object Object],[object Object],11/06/09 XIDAS, Jabalpur
11/06/09 XIDAS, Jabalpur
CONJOINT ANALYSIS ,[object Object],[object Object],[object Object],[object Object],11/06/09 XIDAS, Jabalpur
Example of C A ,[object Object],11/06/09 XIDAS, Jabalpur
Cont.. 11/06/09 XIDAS, Jabalpur
CHAID ANALYSIS ,[object Object],[object Object],[object Object],[object Object],[object Object],11/06/09 XIDAS, Jabalpur
11/06/09 XIDAS, Jabalpur The output is a tree of which the branches are the predictor variables that split the sample in discriminating groups.
DISCRIMINANT/LOGISTIC REGRESSION ANALYSIS ,[object Object],[object Object],[object Object],[object Object],[object Object],11/06/09 XIDAS, Jabalpur
Diagrammatic Presentation  11/06/09 XIDAS, Jabalpur
MULTIDIMENSIONAL SCALING ,[object Object],[object Object],[object Object],11/06/09 XIDAS, Jabalpur
MDS methods are applicable to a wide variety of research designs.  11/06/09 XIDAS, Jabalpur
STRUCTURAL EQUATION MODELING ,[object Object],[object Object],[object Object],11/06/09 XIDAS, Jabalpur
E.g. of  a CRM model using survey  11/06/09 XIDAS, Jabalpur
[object Object],11/06/09 XIDAS, Jabalpur

Contenu connexe

Tendances

Data Analysis, Presentation and Interpretation of Data
Data Analysis, Presentation and Interpretation of DataData Analysis, Presentation and Interpretation of Data
Data Analysis, Presentation and Interpretation of Data
Roqui Malijan
 
Data analysis powerpoint
Data analysis powerpointData analysis powerpoint
Data analysis powerpoint
Sarah Hallum
 

Tendances (20)

Data analysis
Data analysisData analysis
Data analysis
 
Analysis of data in research
Analysis of data in researchAnalysis of data in research
Analysis of data in research
 
Data Preparation and Processing
Data Preparation and ProcessingData Preparation and Processing
Data Preparation and Processing
 
Data collection and analysis
Data collection and analysisData collection and analysis
Data collection and analysis
 
Data Analysis, Presentation and Interpretation of Data
Data Analysis, Presentation and Interpretation of DataData Analysis, Presentation and Interpretation of Data
Data Analysis, Presentation and Interpretation of Data
 
Data Analysis
Data AnalysisData Analysis
Data Analysis
 
Data analysis powerpoint
Data analysis powerpointData analysis powerpoint
Data analysis powerpoint
 
Data Analysis
Data AnalysisData Analysis
Data Analysis
 
Quantitative Data analysis
Quantitative Data analysisQuantitative Data analysis
Quantitative Data analysis
 
Chapter 10-DATA ANALYSIS & PRESENTATION
Chapter 10-DATA ANALYSIS & PRESENTATIONChapter 10-DATA ANALYSIS & PRESENTATION
Chapter 10-DATA ANALYSIS & PRESENTATION
 
Data analysis
Data analysisData analysis
Data analysis
 
Types of research designs
Types of research designsTypes of research designs
Types of research designs
 
Data Analysis in Research: Descriptive Statistics & Normality
Data Analysis in Research: Descriptive Statistics & NormalityData Analysis in Research: Descriptive Statistics & Normality
Data Analysis in Research: Descriptive Statistics & Normality
 
Data analysis
Data analysisData analysis
Data analysis
 
Basics of Educational Statistics (Inferential statistics)
Basics of Educational Statistics (Inferential statistics)Basics of Educational Statistics (Inferential statistics)
Basics of Educational Statistics (Inferential statistics)
 
Data Collection (Methods/ Tools/ Techniques), Primary & Secondary Data, Quali...
Data Collection (Methods/ Tools/ Techniques), Primary & Secondary Data, Quali...Data Collection (Methods/ Tools/ Techniques), Primary & Secondary Data, Quali...
Data Collection (Methods/ Tools/ Techniques), Primary & Secondary Data, Quali...
 
Research process
Research processResearch process
Research process
 
Types of data
Types of data Types of data
Types of data
 
Unit 8 data analysis and interpretation
Unit 8 data analysis and interpretationUnit 8 data analysis and interpretation
Unit 8 data analysis and interpretation
 
Data analysis
Data analysisData analysis
Data analysis
 

En vedette

Basics of data_interpretation
Basics of data_interpretationBasics of data_interpretation
Basics of data_interpretation
Vasista Vinuthan
 
Business Research Methods. data collection preparation and analysis
Business Research Methods. data collection preparation and analysisBusiness Research Methods. data collection preparation and analysis
Business Research Methods. data collection preparation and analysis
Ahsan Khan Eco (Superior College)
 
Initial analysis of data metpen
Initial analysis of data metpenInitial analysis of data metpen
Initial analysis of data metpen
Gfv Gfv
 
2012 data analysis
2012 data analysis2012 data analysis
2012 data analysis
cherylyap61
 
Statistical analysis of process data 7 stages oil flow chart power point temp...
Statistical analysis of process data 7 stages oil flow chart power point temp...Statistical analysis of process data 7 stages oil flow chart power point temp...
Statistical analysis of process data 7 stages oil flow chart power point temp...
SlideTeam.net
 

En vedette (7)

Basics of data_interpretation
Basics of data_interpretationBasics of data_interpretation
Basics of data_interpretation
 
Data interpretation
Data interpretationData interpretation
Data interpretation
 
Business Research Methods. data collection preparation and analysis
Business Research Methods. data collection preparation and analysisBusiness Research Methods. data collection preparation and analysis
Business Research Methods. data collection preparation and analysis
 
Initial analysis of data metpen
Initial analysis of data metpenInitial analysis of data metpen
Initial analysis of data metpen
 
2012 data analysis
2012 data analysis2012 data analysis
2012 data analysis
 
Statistical analysis of process data 7 stages oil flow chart power point temp...
Statistical analysis of process data 7 stages oil flow chart power point temp...Statistical analysis of process data 7 stages oil flow chart power point temp...
Statistical analysis of process data 7 stages oil flow chart power point temp...
 
Data Interpretation
Data Interpretation Data Interpretation
Data Interpretation
 

Similaire à Data Analysis

Data Samples & Data AnalysesNYU SCPSDataba
Data Samples & Data AnalysesNYU  SCPSDatabaData Samples & Data AnalysesNYU  SCPSDataba
Data Samples & Data AnalysesNYU SCPSDataba
OllieShoresna
 
Module 13 - Exploratory Factor Analysis.pptx
Module 13 - Exploratory Factor Analysis.pptxModule 13 - Exploratory Factor Analysis.pptx
Module 13 - Exploratory Factor Analysis.pptx
SandipanMaji3
 
Amr assignment goutam shit - roll 11
Amr assignment   goutam shit - roll 11Amr assignment   goutam shit - roll 11
Amr assignment goutam shit - roll 11
Sourav Biswas
 

Similaire à Data Analysis (20)

Using NLP Approach for Analyzing Customer Reviews
Using NLP Approach for Analyzing Customer Reviews Using NLP Approach for Analyzing Customer Reviews
Using NLP Approach for Analyzing Customer Reviews
 
USING NLP APPROACH FOR ANALYZING CUSTOMER REVIEWS
USING NLP APPROACH FOR ANALYZING CUSTOMER REVIEWSUSING NLP APPROACH FOR ANALYZING CUSTOMER REVIEWS
USING NLP APPROACH FOR ANALYZING CUSTOMER REVIEWS
 
Analyzing and Comparing opinions on the Web mining Consumer Reviews
Analyzing and Comparing opinions on the Web mining Consumer ReviewsAnalyzing and Comparing opinions on the Web mining Consumer Reviews
Analyzing and Comparing opinions on the Web mining Consumer Reviews
 
DMS Analytical Services
DMS Analytical ServicesDMS Analytical Services
DMS Analytical Services
 
Introduction to regression
Introduction to regressionIntroduction to regression
Introduction to regression
 
Dmml report final
Dmml report finalDmml report final
Dmml report final
 
Data Samples & Data AnalysesNYU SCPSDataba
Data Samples & Data AnalysesNYU  SCPSDatabaData Samples & Data AnalysesNYU  SCPSDataba
Data Samples & Data AnalysesNYU SCPSDataba
 
Data analysis.pptx
Data analysis.pptxData analysis.pptx
Data analysis.pptx
 
DEA
DEADEA
DEA
 
Module 13 - Exploratory Factor Analysis.pptx
Module 13 - Exploratory Factor Analysis.pptxModule 13 - Exploratory Factor Analysis.pptx
Module 13 - Exploratory Factor Analysis.pptx
 
UNDERSTANDING LEAST ABSOLUTE VALUE IN REGRESSION-BASED DATA MINING
UNDERSTANDING LEAST ABSOLUTE VALUE IN REGRESSION-BASED DATA MININGUNDERSTANDING LEAST ABSOLUTE VALUE IN REGRESSION-BASED DATA MINING
UNDERSTANDING LEAST ABSOLUTE VALUE IN REGRESSION-BASED DATA MINING
 
Applying Convolutional-GRU for Term Deposit Likelihood Prediction
Applying Convolutional-GRU for Term Deposit Likelihood PredictionApplying Convolutional-GRU for Term Deposit Likelihood Prediction
Applying Convolutional-GRU for Term Deposit Likelihood Prediction
 
Lobsters, Wine and Market Research
Lobsters, Wine and Market ResearchLobsters, Wine and Market Research
Lobsters, Wine and Market Research
 
Presentation 5.pptx
Presentation 5.pptxPresentation 5.pptx
Presentation 5.pptx
 
Instance Selection and Optimization of Neural Networks
Instance Selection and Optimization of Neural NetworksInstance Selection and Optimization of Neural Networks
Instance Selection and Optimization of Neural Networks
 
UNDERSTANDING CUSTOMERS' EVALUATIONS THROUGH MINING AIRLINE REVIEWS
UNDERSTANDING CUSTOMERS' EVALUATIONS THROUGH MINING AIRLINE REVIEWSUNDERSTANDING CUSTOMERS' EVALUATIONS THROUGH MINING AIRLINE REVIEWS
UNDERSTANDING CUSTOMERS' EVALUATIONS THROUGH MINING AIRLINE REVIEWS
 
UNDERSTANDING CUSTOMERS' EVALUATIONS THROUGH MINING AIRLINE REVIEWS
UNDERSTANDING CUSTOMERS' EVALUATIONS THROUGH MINING AIRLINE REVIEWS UNDERSTANDING CUSTOMERS' EVALUATIONS THROUGH MINING AIRLINE REVIEWS
UNDERSTANDING CUSTOMERS' EVALUATIONS THROUGH MINING AIRLINE REVIEWS
 
UNDERSTANDING CUSTOMERS' EVALUATIONS THROUGH MINING AIRLINE REVIEWS
UNDERSTANDING CUSTOMERS' EVALUATIONS THROUGH MINING AIRLINE REVIEWSUNDERSTANDING CUSTOMERS' EVALUATIONS THROUGH MINING AIRLINE REVIEWS
UNDERSTANDING CUSTOMERS' EVALUATIONS THROUGH MINING AIRLINE REVIEWS
 
factorization methods
factorization methodsfactorization methods
factorization methods
 
Amr assignment goutam shit - roll 11
Amr assignment   goutam shit - roll 11Amr assignment   goutam shit - roll 11
Amr assignment goutam shit - roll 11
 

Plus de sikander kushwaha

Types of Air Pollutent, effect and Remidies
Types of Air Pollutent, effect and RemidiesTypes of Air Pollutent, effect and Remidies
Types of Air Pollutent, effect and Remidies
sikander kushwaha
 

Plus de sikander kushwaha (17)

Banking industry
Banking industryBanking industry
Banking industry
 
Tvse
TvseTvse
Tvse
 
Trade Blocks, Reginal Economic Intigration
Trade Blocks, Reginal Economic IntigrationTrade Blocks, Reginal Economic Intigration
Trade Blocks, Reginal Economic Intigration
 
Application Of Mis In Service Sector
Application Of Mis In Service SectorApplication Of Mis In Service Sector
Application Of Mis In Service Sector
 
Health Insurance
Health InsuranceHealth Insurance
Health Insurance
 
Basix Model of micro finance
Basix Model  of micro financeBasix Model  of micro finance
Basix Model of micro finance
 
De Beer
De BeerDe Beer
De Beer
 
WHY CSR?
WHY CSR?WHY CSR?
WHY CSR?
 
SEZ Hit on Democracy
SEZ Hit on DemocracySEZ Hit on Democracy
SEZ Hit on Democracy
 
Cooperative And Other System Of Enterprise
Cooperative And Other System Of EnterpriseCooperative And Other System Of Enterprise
Cooperative And Other System Of Enterprise
 
Big Bazaar Case study 2009
Big Bazaar Case study 2009Big Bazaar Case study 2009
Big Bazaar Case study 2009
 
Dalit Foundation
Dalit FoundationDalit Foundation
Dalit Foundation
 
Types of Air Pollutent, effect and Remidies
Types of Air Pollutent, effect and RemidiesTypes of Air Pollutent, effect and Remidies
Types of Air Pollutent, effect and Remidies
 
District Industrial Centre
District Industrial CentreDistrict Industrial Centre
District Industrial Centre
 
District Industrial Centre
District Industrial CentreDistrict Industrial Centre
District Industrial Centre
 
Economic Order Quality Eoq
Economic Order Quality  EoqEconomic Order Quality  Eoq
Economic Order Quality Eoq
 
Social Security
Social SecuritySocial Security
Social Security
 

Dernier

Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
ZurliaSoop
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
KarakKing
 

Dernier (20)

Interdisciplinary_Insights_Data_Collection_Methods.pptx
Interdisciplinary_Insights_Data_Collection_Methods.pptxInterdisciplinary_Insights_Data_Collection_Methods.pptx
Interdisciplinary_Insights_Data_Collection_Methods.pptx
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
 
Understanding Accommodations and Modifications
Understanding  Accommodations and ModificationsUnderstanding  Accommodations and Modifications
Understanding Accommodations and Modifications
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxHMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
 
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptxCOMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the Classroom
 
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptxOn_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
Food safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdfFood safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdf
 
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
 
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdfUnit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
 
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptxExploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 

Data Analysis