Final Year Research Project Topics and Materials in Nigeria 2024

Showing 19459–19596 of 20859 results

The Impact Of Capital Market Instability On The Growth Of Nigeria Economy
sold by Damian Chibueze
Bank Verification Number: Implication On The Nigerian Economy And Banking Sector
sold by Damian Chibueze
The Role Of Financing Small And Medium Scale Enterprise In Rural Areas
sold by Damian Chibueze
The Role Of Commercial Banks In The Economic Development Of Nigeria
sold by Damian Chibueze
An Examination Of Bank Employees’ Job Satisfaction After A Merger
sold by Damian Chibueze
An Evaluation Of Performance Of Banking Sector In Management Of Long And Short Term Funds
sold by Damian Chibueze
An Assessment Of Loan Defaults And Its Impacts On Profitability Banks
sold by Damian Chibueze
Credit Policy Of CBN In Credit Administration In Nigeria Deposit Bank
sold by Damian Chibueze
Human Capital Development And Organisational Effectiveness In Merchant Banks
sold by Damian Chibueze
An Assessment Of The Challenges On The Adoption Of IFRS By Deposit Money Banks
sold by Damian Chibueze
Fraud Management In The Nigerian Banking Industry
sold by Damian Chibueze
New Generation Banks And Old Generation Banks: Comparative Analysis Of United Bank For Africa And Zenith Bank
sold by Damian Chibueze
The Causes Of Financial Distress And Bank Failure In Nigeria (A Case Study Of First Bank Nigeria Plc)
sold by Damian Chibueze
Impact Of Bank Consolidation On Operational Efficiency IN First Bank Of Nigeria
sold by Damian Chibueze
Competitive Strategies And Organisational Survival In Micro Finance Banks
sold by Damian Chibueze
Evaluation Of Bank Lending And Credit Management In Nigeria
sold by Damian Chibueze
The Role Of Commercial Banks In The Development Of Small – Scale Enterprises
sold by Damian Chibueze
The Role Of Bank Of Industry Towards The Development Of Small Scale Enterprises
sold by Damian Chibueze
The Method Of Credit Control In Commercial Banks (A Case Study Of First Bank Of Nigeria Plc)
sold by Damian Chibueze
The Implication Of Recapitalization Policy On The Performance Of United Bank For Africa [UBA]
sold by Damian Chibueze
The Impact Of Risk Management On Profitability Of GT Bank
sold by Damian Chibueze
The Impact Of Marketing Strategy In Nigerian Banking Industry (A Case Study Of First Bank Nigeria Plc)
sold by Damian Chibueze
The Impact Of Information And Communication Technology On Customers Service Delivery (Case Study Of UBA Plc)
sold by Damian Chibueze
The Impact Of Electronic Banking In Nigeria Banking System (Critical Appraisal Of Unity Bank Plc)
sold by Damian Chibueze
The Impact Of Automated Teller Machine (ATM) On Customer Satisfaction In Access Bank Nigeria Plc, Kaduna
sold by Damian Chibueze
The Impact Effective Credit Documentation In Commercial Bank (A Case Study Of First Bank Plc Kaduna)
sold by Damian Chibueze
The Evaluation Of Customer Services In Banking Industry (A Case Study Of First Bank Nigeria Plc)
sold by Damian Chibueze
The Effect Of Motivation Incentive On Bank Employee (A Case Study Of Uba, Yakubu Gowon Way, Kaduna Branch)
sold by Damian Chibueze
The Effect Of Globalization On Banking Operation In Nigeria. (A Case Study Of First Bank Nigeria Plc.)
sold by Damian Chibueze
The Effect Of Consolidation On Banks’ Operational Efficiency In Nigeria (A Case Study Of First Bank Plc, Kaduna)
sold by Damian Chibueze
The Effect Of Bad And Doubtful Debt On The Liquidity Of Unity Bank
sold by Damian Chibueze
The Contributions Of Information Technology In The Operations Of Banks In Nigeria
sold by Damian Chibueze
The Contributions Of United Bank For Africa To The Development Of Small Scale Enterprises
sold by Damian Chibueze
Role Of Micro Finance Banks In The Economy Development Of Nigeria
sold by Damian Chibueze
Public Relation And It’S Impact In The Banking Industry (A Case Study Of Gt Bank Kaduna Branch)
sold by Damian Chibueze
Problems And Prospects Of Microfinance Banks
sold by Damian Chibueze
Problems And Prospects Of Lending To Small Scale Agricultural Producers In Bank Of Agriculture Of Nigeria
sold by Damian Chibueze
Micro Finance Banking As A Strategy For Small Scale Agricultural Development In Nigeria
sold by Damian Chibueze
Credit And Debt Recovery In Financial Institutions. (A Case Study Of U.I.D.C Plc, Warri Delta State)
sold by Damian Chibueze
Electronic Banking And The Challenges Of The Nigerian Business Environment
sold by Damian Chibueze
Effectiveness Of Human Relations In The Banking Industry
sold by Damian Chibueze
Computerization Of Customer Services In Nigerian Banks
sold by Damian Chibueze
Application Of Marketing Concept In Commercial Banking And It Effectiveness In Consumer Satisfaction (A Case Study Of Gt Bank Plc)
sold by Damian Chibueze
Application Of Marketing Concept In GT Bank And Its Effectiveness In Consumer Satisfaction
sold by Damian Chibueze
Application Of Computer Technology In Commercial Banks In Nigeria
sold by Damian Chibueze
An Evaluation Of Effectiveness Of Financial Planning And Control In The Banking Sector
sold by Damian Chibueze
An Assessment Of Re-Positioning Through Recapitalization Of Banking Sectors In Nigeria (A Case Study Of Hallmark Bank Plc )
sold by Damian Chibueze
An Assessment Of Customer Satisfaction In Banking Industry
sold by Damian Chibueze
An Appraisal Of Impact Of Electronic Banking In Zenith Bank Nigeria Plc, Kano
sold by Damian Chibueze
The Role Of Marketing In The Consolidated Banking Sector (A Case Study Of Union Bank Of Nigeria Plc, Kaduna)
sold by Damian Chibueze
The Impact Of Commercial Bank On Small Business Financing In Kaduna South Local Government
sold by Damian Chibueze
The Effects Of Bank Inspection In Enforcing Banking Regulation In ZENITH BANK, UBA OR FBN ETC
sold by Damian Chibueze
The Effect Of Fraud On Consumers Satisfaction In Guarantee Trust Bank, Kano Road Branch
sold by Damian Chibueze
Fraud Defection And Prevention In Commercial Bank (A Case Study Of First Bank Nigeria Plc Kaduna Regional Office Kaduna)
sold by Damian Chibueze
Evaluation Of Liquidity Assets Management In First Bank Of Nigeria Plc
sold by Damian Chibueze
Enhancing Banking Service Efficiency Through Manpower Development In The Banking Sector (A Study Of Unity Bank In Kaduna Central Area, Kaduna)
sold by Damian Chibueze
Electronic Banking In Nigeria: An Assessment Of Challenges And Prospect From Consumer’S Perspective (A Case Study Of First Bank Of Nigeria Plc , Kaura Namoda)
sold by Damian Chibueze
Effect Of Management And Control Of Cash In The Banking Sector (A Case Study Of First Bank Of Nigeria Plc (Fbn) Kachia Road, Kaduna)
sold by Damian Chibueze
Assessment Of The Effects Of Banking Reforms In The Development Of Small And Medium Enterprise In Kaduna North Local Government
sold by Damian Chibueze
An Evaluation Of Computer In Banking Sector (A Case Study Of Access Bank Plc Kaduna)
sold by Damian Chibueze
An Assessment Of Exchange Rate Policy Measures In Nigeria (A Case Study Of Central Bank Of Nigeria Kaduna Branch)
sold by Damian Chibueze
An Assessment Of Budget And Budgetary Control In Nigeria Commercial Banks (A Case Study Of Union Bank Of Nigeria Plc, Kaduna
sold by Damian Chibueze
An Assessment Of Bank Deposits And Their Impact On Lending Policy (A Case Study Of Intercontinental Bank Plc, Kaduna)
sold by Damian Chibueze
An Assessment Of Analysis And Interpretation Of Financial Statement On Deposit Money Banks (A Case Study Of First Bank Of Nigeria Plc, Kaduna South Branch)
sold by Damian Chibueze
An Assessment Of Adequate Risk Recognition And Management In Nigerian Insurance Companies (A Case Study Of Leadway Assurance Company. Plc. Kaduna
sold by Damian Chibueze
An Appraisal Of Deposit And Lending Policies In Nigerian Banks (A Case Study Of Access Bank Plc, Kaduna)
sold by Damian Chibueze
An Appraisal Of The Role Of Cash Deposit Banks In Agricultural Development
sold by Damian Chibueze
An Examination Of The Role Of Commercial Banks In Financing Agricultural Projects In Enugu State ( A Case Study Of First Bank Nigeria Plc)
sold by Damian Chibueze
Bank Failure: “Causes And Consequences
sold by Damian Chibueze
Commercial Banks Lending Practices And The Incidence Of Bad Debt In Nigeria
sold by Damian Chibueze
Foreign Investment In Nigeria Under Structural Adjustment Programme (SAP)
sold by Damian Chibueze
Mobilization Of Domestic Savings For Economic Growth And Development In The Banking Industry
sold by Damian Chibueze
Production Cost Control In Manufacturing Organisation
sold by Damian Chibueze
The Role Of The Nigerian Agriculture And Co-Operative Bank In Agricultural Financing (Problems And Prospects)
sold by Damian Chibueze
Internal Control System As A Means Of Preventing Fraud In Financial Institution A Case Study Of First Bank Of Nigeria Plc
sold by Damian Chibueze
The Quality Of Corporate Financial Disclosure In Banking Industry In Nigeria
sold by Damian Chibueze
Impact Of Commercial Banks On Nigeria’S Export Trade
sold by Damian Chibueze
The Determinant Of Foreign Direct Investment In Nigeria
sold by Damian Chibueze
Stock Market Capitalization And Interest Rate In Nigeria: A Time Series Analysis
sold by Damian Chibueze
A Critical Assessment Of The Survival Strategies Of Deposit Money Banks In A Depressed Economy With Special Reference To The First Bank Of Nigeria Plc
sold by Damian Chibueze
Foreign Exchange And International Trade Its Effect On Bank Profitability
sold by Damian Chibueze
An Appraisal Of New Consumer Credit Product In The Nigeria Commercial Banks
sold by Damian Chibueze
An Evaluation Of The Effectiveness Of New Financial Products In Nigerian Commercial Banks
sold by Damian Chibueze
Analysis Of Stock Market From Investment Perspective
sold by Damian Chibueze
Banking Distress In Nigeria Causes And Implications
sold by Damian Chibueze
The Impact Of Bank Loan On The Nigerian Industrial Sector Development: An Empirical Analysis (1980 – 2006)
sold by Damian Chibueze
Human Capital Development In The Nigerian Banking Industry (Prospects And Problems)
sold by Damian Chibueze
The Source And Application Of Funds To A Commercial Banking Sector (A Case Study Of Access Bank Plc,)
sold by Damian Chibueze
Effects Of Bank Failure In Nigerian Economy
sold by Damian Chibueze
Implication Of Mergers And Acquisitions Their Effects On Banks Performance (A Case Study Of United Bank For Africa UBA)
sold by Damian Chibueze
Appraisal Of The Role Of CBN And NDIC In The Monitoring Of Commercial Banks In Nigeria
sold by Damian Chibueze
Inspection As An Aid To Effective Bank Management (A Case Study Of Union Bank Of Nigeria Plc)
sold by Damian Chibueze
An Evaluation Of Bank And Customer Relationship In Nigeria Banking Service (A Case Study Of Access Bank During The Period 2009-2011)
sold by Damian Chibueze
The Impact Of Export Promotion Of Economic Growth In Nigeria
sold by Damian Chibueze
Detection And Prevention Of Financial Fraud In Nigerian Banks
sold by Damian Chibueze
The Impact Of Industrial Training On Banking And Finance Students
sold by Damian Chibueze
Appraising The Effectiveness Of Credit Administration And Management In Banking Industry
sold by Damian Chibueze
The Role Of Micro Finance In Small Scale Enterprise A Case Study Of Ohha Microfinance
sold by Damian Chibueze
Effect Of Fraud In Bank Sector In Nigeria
sold by Damian Chibueze
Accounting In The Nigeria Public Sector, Issues, Problems And Prospects (A Case Study PHCN)
sold by Damian Chibueze
Effect Of Computerization On Efficient Banking Services In Nigeria
sold by Damian Chibueze
Cost Accounting Information And Price Determination (A Focus On Life Breweries Limited)
sold by Damian Chibueze
The Prospect Of Computerization In The Banking Industry (A Case Study Of United Bank For African Plc)
sold by Damian Chibueze
Nigerian Financial System As The Prime Mover Of Economic Activities As Study Of Nigerian Bank For Commerce And Industry In Enugu State
sold by Damian Chibueze
Credit Management In Nigeria Commercial Banks (A Case Study Of First And Union Banks Of Nigeria)
sold by Damian Chibueze
The Roles Of Banks In International Trade
sold by Damian Chibueze
Evaluating The Impact Of Bank Distress On The Profit Growth Of Deposit Money Banks (A Case Study Of Selected Commercial Banks
sold by Damian Chibueze
An Assessment Of Credit Management In Nigeria Commercial Banks (A Case Study Of Union Bank Of Nigeria Plc)
sold by Damian Chibueze
Impact Of Internal Audit And Accountability On Government Ministries / Extra Ministerial Departments (A Case Study Of The Office Of The Auditor General Of Enugu State, Nigeria)
sold by Damian Chibueze
The Role Of Financial Management In A Cooperate Organization A Case Study Of Union Bank (Nig) Plc
sold by Damian Chibueze
Analysis Of The Effectiveness Of Information Technology On Banking Services Delivery (A Case Study Of Union Bank)
sold by Damian Chibueze
The Role Of International Financial Institution In The Development Of The Nigeria Economy
sold by Damian Chibueze
Earnings Management And Corporate Governance In Nigeria Banking Industry
sold by Damian Chibueze
Export Diversification Strategy For Economic Growth In Nigeria
sold by Damian Chibueze
The Impact Of Monetary Policies On Nigeria Commercial Bank (A Case Study Of Zenith Bank P.L.C)
sold by Damian Chibueze
The Impact Of Information Technology On The Banking Industry In Nigeria
sold by Damian Chibueze
The Impact Of Development Banking In Nigeria (A Case Study Of Federal Mortgage Bank Of Nigeria In Imo State)
sold by Damian Chibueze
The Impact Of The 25 Billion Recapitalization By The Central Bank Of Nigeria On Commercial Banks
sold by Damian Chibueze
The Impact Of Bank Lending On Small-Scale Industries (A Case Study Of Some Selected Small Scale Industries In Aba Metropoly)
sold by Damian Chibueze
The Importance Of Ethics And Social Responsibilities Of A Business Organisation. ( A Case Study Of Union Bank Plc Enugu).
sold by Damian Chibueze
The Role Commercial Bank In Financing Small And Medium Scale Industry In Nigeria (A Case Study Of Enterprise Bank Plc, Enugu)
sold by Damian Chibueze
The Role Of Banking In Financing Small Scale Industries (Case Study Of Union Bank Plc. Enugu)
sold by Damian Chibueze
The Application Of Electronic Marketing In The Banking Service (A Case Study Of Fidelity Bank Aba)
sold by Damian Chibueze
Savings Mobilization For Economic Development In Nigeria Banking Industry 1990 – 2004 (A Case Study Of Union Bank Of Nigeria Plc)
sold by Damian Chibueze
The Role Of Bank In The Development Of Small And Medium Enterprises In Nigeria: (A Case Study Of United Bank Of Africa Plc)
sold by Damian Chibueze
Urban Banking: A Tool For Economic Development: (A Case Study Of First Bank Of Nigeria, Benin City Ring Road Branch)
sold by Damian Chibueze
The Role Of Central Bank Of Nigeria In The Regulation Of Nigeria Economy Through Monetary Policy (A Case Study Of Central Bank Of Nigeria Enugu Branch)
sold by Damian Chibueze
The Impact Of Universal Banking Concept In Financial Service Delivery (A Case Study Of First Bank Of Nigeria Plc, Okpara Avenue, Enugu)
sold by Damian Chibueze
The Source And Application Of Funds To A Commercial Banking Section (A Case Study Of Access Bank Plc Enugu Branch)
sold by Damian Chibueze
The Role Of Bank In The Development Of SME In Nigeria (A Case Study Of Lagos State)
sold by Damian Chibueze
An Examination Of Effect Of Off Shore Unit On Project Financing In Nigerian Economy
sold by Damian Chibueze
The Incidence Of Bad Debts And Credit Management In Nigeria Commercial Banks
sold by Damian Chibueze
A Sources Of Business Financing
sold by Damian Chibueze
The Capital Market And It’S Impact On The Nigeria Economy With Particular Emphasis On The Stock Exchange
sold by Damian Chibueze
The Importance Of The Nigerian Capital Market To Business Organizations
sold by Damian Chibueze
Effective Application Of Marketing Concept In Bank Service
sold by Damian Chibueze
The Recapitalization Options, Available To Bank For Meeting The New Minimum Share Capital Policy Of CBN
sold by Damian Chibueze
The Problems Associated With Loan Recovery In Nigeria Commercial Banks
sold by Damian Chibueze

Final Year Research Project Topics and Materials in Nigeria

The Impact Of Capital Market Instability On The Growth Of Nigeria Economy

Bank Verification Number: Implication On The Nigerian Economy And Banking Sector

The Role Of Financing Small And Medium Scale Enterprise In Rural Areas

The Role Of Commercial Banks In The Economic Development Of Nigeria

An Examination Of Bank Employees’ Job Satisfaction After A Merger

An Evaluation Of Performance Of Banking Sector In Management Of Long And Short Term Funds

An Assessment Of Loan Defaults And Its Impacts On Profitability Banks

Credit Policy Of CBN In Credit Administration In Nigeria Deposit Bank

Human Capital Development And Organisational Effectiveness In Merchant Banks

An Assessment Of The Challenges On The Adoption Of IFRS By Deposit Money Banks

Fraud Management In The Nigerian Banking Industry

New Generation Banks And Old Generation Banks: Comparative Analysis Of United Bank For Africa And Zenith Bank

The Causes Of Financial Distress And Bank Failure In Nigeria (A Case Study Of First Bank Nigeria Plc)

Impact Of Bank Consolidation On Operational Efficiency IN First Bank Of Nigeria

Competitive Strategies And Organisational Survival In Micro Finance Banks

Evaluation Of Bank Lending And Credit Management In Nigeria

The Role Of Commercial Banks In The Development Of Small – Scale Enterprises

The Role Of Bank Of Industry Towards The Development Of Small Scale Enterprises

The Method Of Credit Control In Commercial Banks (A Case Study Of First Bank Of Nigeria Plc)

The Implication Of Recapitalization Policy On The Performance Of United Bank For Africa [UBA]

The Impact Of Risk Management On Profitability Of GT Bank

The Impact Of Marketing Strategy In Nigerian Banking Industry (A Case Study Of First Bank Nigeria Plc)

The Impact Of Information And Communication Technology On Customers Service Delivery (Case Study Of UBA Plc)

The Impact Of Electronic Banking In Nigeria Banking System (Critical Appraisal Of Unity Bank Plc)

The Impact Of Automated Teller Machine (ATM) On Customer Satisfaction In Access Bank Nigeria Plc, Kaduna

The Impact Effective Credit Documentation In Commercial Bank (A Case Study Of First Bank Plc Kaduna)

The Evaluation Of Customer Services In Banking Industry (A Case Study Of First Bank Nigeria Plc)

The Effect Of Motivation Incentive On Bank Employee (A Case Study Of Uba, Yakubu Gowon Way, Kaduna Branch)

The Effect Of Globalization On Banking Operation In Nigeria. (A Case Study Of First Bank Nigeria Plc.)

The Effect Of Consolidation On Banks’ Operational Efficiency In Nigeria (A Case Study Of First Bank Plc, Kaduna)

The Effect Of Bad And Doubtful Debt On The Liquidity Of Unity Bank

The Contributions Of Information Technology In The Operations Of Banks In Nigeria

The Contributions Of United Bank For Africa To The Development Of Small Scale Enterprises

Role Of Micro Finance Banks In The Economy Development Of Nigeria

Public Relation And It’S Impact In The Banking Industry (A Case Study Of Gt Bank Kaduna Branch)

Problems And Prospects Of Microfinance Banks

Problems And Prospects Of Lending To Small Scale Agricultural Producers In Bank Of Agriculture Of Nigeria

Micro Finance Banking As A Strategy For Small Scale Agricultural Development In Nigeria

Credit And Debt Recovery In Financial Institutions. (A Case Study Of U.I.D.C Plc, Warri Delta State)

Electronic Banking And The Challenges Of The Nigerian Business Environment

Effectiveness Of Human Relations In The Banking Industry

Computerization Of Customer Services In Nigerian Banks

Application Of Marketing Concept In Commercial Banking And It Effectiveness In Consumer Satisfaction (A Case Study Of Gt Bank Plc)

Application Of Marketing Concept In GT Bank And Its Effectiveness In Consumer Satisfaction

Application Of Computer Technology In Commercial Banks In Nigeria

An Evaluation Of Effectiveness Of Financial Planning And Control In The Banking Sector

An Assessment Of Re-Positioning Through Recapitalization Of Banking Sectors In Nigeria (A Case Study Of Hallmark Bank Plc )

An Assessment Of Customer Satisfaction In Banking Industry

An Appraisal Of Impact Of Electronic Banking In Zenith Bank Nigeria Plc, Kano

The Role Of Marketing In The Consolidated Banking Sector (A Case Study Of Union Bank Of Nigeria Plc, Kaduna)

The Impact Of Commercial Bank On Small Business Financing In Kaduna South Local Government

The Effects Of Bank Inspection In Enforcing Banking Regulation In ZENITH BANK, UBA OR FBN ETC

The Effect Of Fraud On Consumers Satisfaction In Guarantee Trust Bank, Kano Road Branch

Fraud Defection And Prevention In Commercial Bank (A Case Study Of First Bank Nigeria Plc Kaduna Regional Office Kaduna)

Evaluation Of Liquidity Assets Management In First Bank Of Nigeria Plc

Enhancing Banking Service Efficiency Through Manpower Development In The Banking Sector (A Study Of Unity Bank In Kaduna Central Area, Kaduna)

Electronic Banking In Nigeria: An Assessment Of Challenges And Prospect From Consumer’S Perspective (A Case Study Of First Bank Of Nigeria Plc , Kaura Namoda)

Effect Of Management And Control Of Cash In The Banking Sector (A Case Study Of First Bank Of Nigeria Plc (Fbn) Kachia Road, Kaduna)

Assessment Of The Effects Of Banking Reforms In The Development Of Small And Medium Enterprise In Kaduna North Local Government

An Evaluation Of Computer In Banking Sector (A Case Study Of Access Bank Plc Kaduna)

An Assessment Of Exchange Rate Policy Measures In Nigeria (A Case Study Of Central Bank Of Nigeria Kaduna Branch)

An Assessment Of Budget And Budgetary Control In Nigeria Commercial Banks (A Case Study Of Union Bank Of Nigeria Plc, Kaduna

An Assessment Of Bank Deposits And Their Impact On Lending Policy (A Case Study Of Intercontinental Bank Plc, Kaduna)

An Assessment Of Analysis And Interpretation Of Financial Statement On Deposit Money Banks (A Case Study Of First Bank Of Nigeria Plc, Kaduna South Branch)

An Assessment Of Adequate Risk Recognition And Management In Nigerian Insurance Companies (A Case Study Of Leadway Assurance Company. Plc. Kaduna

An Appraisal Of Deposit And Lending Policies In Nigerian Banks (A Case Study Of Access Bank Plc, Kaduna)

An Appraisal Of The Role Of Cash Deposit Banks In Agricultural Development

An Examination Of The Role Of Commercial Banks In Financing Agricultural Projects In Enugu State ( A Case Study Of First Bank Nigeria Plc)

Bank Failure: “Causes And Consequences

Commercial Banks Lending Practices And The Incidence Of Bad Debt In Nigeria

Foreign Investment In Nigeria Under Structural Adjustment Programme (SAP)

Mobilization Of Domestic Savings For Economic Growth And Development In The Banking Industry

Production Cost Control In Manufacturing Organisation

The Role Of The Nigerian Agriculture And Co-Operative Bank In Agricultural Financing (Problems And Prospects)

Internal Control System As A Means Of Preventing Fraud In Financial Institution A Case Study Of First Bank Of Nigeria Plc

The Quality Of Corporate Financial Disclosure In Banking Industry In Nigeria

Impact Of Commercial Banks On Nigeria’S Export Trade

The Determinant Of Foreign Direct Investment In Nigeria

Stock Market Capitalization And Interest Rate In Nigeria: A Time Series Analysis