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Statistics Questionnaire Analysis

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The document provides descriptive statistics on survey data collected from 50 respondents regarding their use of e-banking channels. It includes frequency distributions and measures of central tendency, variation, and relative position for variables like gender, age, GPA, class, and levels of agreement with statements about e-banking. For each variable, the mean, median, mode, standard deviation, and other common statistics are calculated. No outliers were observed in the data.

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Statistics Questionnaire Analysis
E-BANKING CHANEELS PRESENTED BY GROUP 7 Fatima Zahoor Ammara Farooq Iqra Ameen Muhammad Gufran Zain-ul-Abideen Samad A. Pirzada
 WHAT IS STATISTICS?  WHY WE NEED IT?  TYPES OF STATISTICS 1. DESCRIPTIVE STATISTICS 2. INFERANTIAL STATISTICS  DATA  SCALES OF MEASUREMENT  QUALITATIVE AND QUANTITATIVE DATA
Data Qualitative Data Tabular Methods •Frequency Distribution •Rel. Freq. Dist. •% Freq. Dist. •Crosstabulation Graphical Methods •Bar Graph •Pie Chart Quantitative Data Tabular Methods Graphical Methods •Frequency Distribution •Rel. Freq. Dist. •Cum. Freq. Dist. •Cum. Rel. Freq. Distribution •Crosstabulation •Dot Plot •Histogram •Ogive •Scatter Diagram
Describing Data Numerically Center and Location Mean Variation Range Weighted Mean Median Mode Percentiles Quartiles Variance Standard Deviation Coefficient of Variation
Exploratory Data  Five number summary  Smallest value  Q1, Q2(Median), Q3  Largest Value  Relative Location  Z-score  Outliers  Measure of Association  Co-variance  Correlation co-efficient  Relationship from strong to weak 
Concepts of Descriptive Statistics in project:  50 observations & data is collected by filling questioners from different peoples.  GENDER  AGE  CGPA  CLASS  CCL-1=I am comfortable with E-banking.  CCL-2=E-banking Provides easy way to make transactions  CCL-3=I am very much satisfied with E-Banking channels like ATM Credit Cards, Online transaction etc.  CCL-4=I feel E-banking is easy to use.  CCL-5=I think E-banking is user friendly.  CCL-6=E-Banking Help in my Daily transactions.
GENDER This is first part of questionnaire. It is to check whether the respondent is male or female. Following data is collected on Gender. Frequencies Gender Relative Frequency Frequency Percent Valid Percent Male 26 52.0 52.0 Female 24 48.0 48.0 Total 50 100.0 100.0 Cumulative Percent .52 .48 1 52.0 100.0
Statistics Questionnaire Analysis
 Mean is 1.48.  Geometric mean 1.3947  Harmonic mean 1.3158  Median is 1.00  Mode is 1  Std. deviation is 0.50467  Variance 0.255  Range 1  Inter quartile range 1  Percentile 25, 50 & 75 are 1,1 and 2  Coefficient of variance 34%
We see no outlier exist because no value is lesser than -3 and no value is greater than +3. Z1= Z9 = Z25= Z33= Z41= Z49= 2.33 Z17= -0.66 0.34 -0.66 -0.66 0.34 -0.66 Z2= Z10= Z18= Z26= Z34= Z42= Z50= 0.34 -1.66 -0.66 2.33 0.34 0.34 0.34 Z3= Z11 = Z19= Z27= Z35= Z43= 0.34 0.34 0.34 0.34 0.34 -1.66 Z4= Z12= Z20= Z28= Z36= Z44= -0.66 -0.66 0.34 0.34 0.34 -0.66 Z5= Z13= Z21= Z29= Z37= Z45= 0.34 0.34 0.34 2.33 -1.66 0.34 Z6= Z14= Z22= Z30= Z38= Z46= 0.34 -0.66 0.34 -1.66 Z7= Z15= Z23= Z31= Z39= Z47= 0.34 -0.66 -1.66 -0.66 -0.66 0.34 Z8= Z16= Z24= Z32= Z40= Z48= 1.34 0.34 -1.66 -0.66 -0.66 0.34
Age This is the 2ndpart of questionnaire. It is to check whether the respondent lie in age 15-17, 18-20, 21-23, 24-26 and above 26. Following data is collected on Age. Frequency Distribution table of Age Age Relative Frequency Frequency Valid Percent Valid Percent 15-17 6 12.0 12.0 18-20 14 28.0 28.0 21-23 25 50.0 50.0 24-26 1 2.0 2.0 More than 26 4 8.0 8.0 Total 50 100.0 100.0 Cumulative Percent .12 .28 .50 .02 .08 1 12.0 40.0 90.0 92.0 100.0
 Mean is 2.6600  Geometric mean 2.4593  Harmonic mean 2.2338  Median is 3.0000  Mode is 3.00  Std. deviation is 1.00224  Variance 1.004  Range 4  Inter quartile range 1  Percentile 25, 50 & 75 are 3,3 and 4  Coefficient of variance 37.67%
Statistics Questionnaire Analysis
CGPA This is the 3rd part of questionnaire. It is to check whether the respondent lie in CGPA 1.5-2, 2-2.5, 2.5-3, 3-3.5 and 3.5-4. Following data is collected on CGPA. Frequency Distribution table of Age CGPA Relative Frequency Frequency Valid Percent Valid Percent 1.5-2 5 10.0 10.0 2-2.5 8 16.0 16.0 2.5-3 15 30.0 30.0 3-3.5 15 30.0 30.0 3.5-4 7 14.0 14.0 Total 50 100.0 100.0 Cumulative Percent .10 .16 .30 .30 .14 1 10.0 26.0 56.0 86.0 100.0
 Mean is 5.2220  Geometric mean 4.91  Harmonic mean 5.0757  Median is 5.00  Mode is 5  Std. deviation is 1.183  Variance 1.4  Range 4  Inter quartile range 2  Percentile 25, 50 & 75 are 4 , 5 & 6  Coefficient of variance 23%
Statistics Questionnaire Analysis
We see no outlier exist because no value is lesser than -3 and no value is greater than +3. Z1= Z9 = Z25= Z33= Z41= Z49= 2.33 Z17= -0.66 0.34 -0.66 -0.66 0.34 -0.66 Z2= Z10= Z18= Z26= Z34= Z42= Z50= 0.34 -1.66 -0.66 2.33 0.34 0.34 0.34 Z3= Z11 = Z19= Z27= Z35= Z43= 0.34 0.34 0.34 0.34 0.34 -1.66 Z4= Z12= Z20= Z28= Z36= Z44= -0.66 -0.66 0.34 0.34 0.34 -0.66 Z5= Z13= Z21= Z29= Z37= Z45= 0.34 0.34 0.34 2.33 -1.66 0.34 Z6= Z14= Z22= Z30= Z38= Z46= 0.34 -0.66 0.34 -1.66 Z7= Z15= Z23= Z31= Z39= Z47= 0.34 -0.66 -1.66 -0.66 -0.66 0.34 Z8= Z16= Z24= Z32= Z40= Z48= 1.34 0.34 -1.66 -0.66 -0.66 0.34
CLASS This is 4rth part of questionnaire. It is to check in which class respondent is lie whether in class BBA,MBA,MS,MDM and other. Following data is collected on Gender. Frequency Distribution table of CLASS This table shows the distribution of CLASSES information with respect to frequency. otal respondents are 50 in which 19 for BBA, 16 for MBA, 6 for MS, 5 for MDM and 4 for others. Now we draw graphs using above data Relative Frequency Frequency Valid Percent Valid Percent BBA 19 38.0 38.0 MBA 16 32.0 32.0 MS 6 12.0 12.0 MDM 5 10.0 10.0 OTHER 4 8.0 8.0 Total 50 100.0 100.0 Cumulative Percent .38 .32 .12 .10 .08 1 38.0 70.0 82.0 92.0 100.0
 Mean is 2.18  Geometric mean 1.6103  Harmonic mean 1.8608  Median is 2.00  Mode is 1.00  Std. deviation is 1.27279  Variance 1.620  Range 4  Inter quartile range 2  Percentile 25, 50 & 75 are 1 , 2 & 3  Coefficient of variance 58.38%
Statistics Questionnaire Analysis
CCL1 Frequency Distribution Frequency distribution table shows that out of 50 respondents, 1 are strongly disagree with this, 6 are disagree, 10 are neutral, 22 are agree and 11 are strongly agree with this. Percent frequency shows that 2% are strongly disagree, 12% are disagree, 20% are neutral, 44% are agree and 22% are strongly agree. Relative Frequency Frequency Valid Percent Valid Percent Cumulative Percent .02 STRONGLY DISAGREE 1 2.0 2.0 DISAGREE 6 12.0 12.0 NEUTRAL 10 20.0 20.0 AGREE 22 44.0 44.0 2.0 .12 .20 .44 14.0 34.0 78.0 .22 STRONGLY AGREE 11 22.0 22.0 Total 50 100.0 100.0 100.0 1
 Mean is 3.7200  Geometric mean 3.55  Harmonic mean 3.3259  Median is 4.0  Mode is 4  Std. deviation is 1.0109  Variance 1.022  Range 4  Inter quartile range 1  Percentile 25, 50 & 75 are 3, 4 & 4  Coefficient of variance 27.18%
Statistics Questionnaire Analysis
We see no outlier exist because no value is lesser than -3 and no value is greater than +3. Z1= Z9 = Z25= Z33= Z41= Z49= 2.33 Z17= -0.66 0.34 -0.66 -0.66 0.34 -0.66 Z2= Z10= Z18= Z26= Z34= Z42= Z50= 0.34 -1.66 -0.66 2.33 0.34 0.34 0.34 Z3= Z11 = Z19= Z27= Z35= Z43= 0.34 0.34 0.34 0.34 0.34 -1.66 Z4= Z12= Z20= Z28= Z36= Z44= -0.66 -0.66 0.34 0.34 0.34 -0.66 Z5= Z13= Z21= Z29= Z37= Z45= 0.34 0.34 0.34 2.33 -1.66 0.34 Z6= Z14= Z22= Z30= Z38= Z46= 0.34 -0.66 0.34 -1.66 Z7= Z15= Z23= Z31= Z39= Z47= 0.34 -0.66 -1.66 -0.66 -0.66 0.34 Z8= Z16= Z24= Z32= Z40= Z48= 1.34 0.34 -1.66 -0.66 -0.66 0.34
CCL2 Frequency Distribution of CCL2 Relative Frequency Frequency Valid Percent Valid Percent 1 2.0 2.0 DISAGREE 4 8.0 8.0 .08 10.0 NEUTRAL 10 20.0 20.0 .20 30.0 AGREE 16 32.0 32.0 .32 62.0 19 38.0 38.0 50 100.0 100.0 .02 STRONGLY DISAGREE 2.0 .38 STRONGLY AGREE Total Cumulative Percent 100.0 1 Frequency distribution table shows that out of 50 respondents, 1 are strongly disagree with this, 4 are disagree, 10 are neutral, 16 are agree and 19 are strongly agree with this. Percent frequency shows that 2% are strongly disagree, 8% are disagree 20% are neutral, 32% are agree and 38% are strongly agree.
 Mean is 3.96  Geometric mean 3.5377  Harmonic mean 3.7825  Median is 4.00  Mode is 5  Std. deviation is 1.049  Variance 1.100  Range 4  Inter quartile range 2  Percentile 25, 50 & 75 are 3, 4 % 5  Coefficient of variance 26.489
Statistics Questionnaire Analysis
CCL 3 Frequency Distribution Frequency distribution table shows that out of 50 respondents, 1 are strongly disagree with this, 6 are disagree, 10 are neutral , 17 are agree and 16 are strongly agree with this. Percent frequency shows that 2% are strongly disagree, 12% are disagree, 20% are neutral, 34% are agree and 32% are strongly agree. Frequency Distribution of CCL 3 Relative Frequency Frequency Valid Percent Valid Percent Cumulative Percent .02 STRONGLY 1 2.0 2.0 DISAGREE 6 12.0 12.0 .12 14.0 NEUTRAL 10 20.0 20.0 .20 34.0 AGREE 17 34.0 34.0 .34 68.0 16 32.0 32.0 50 100.0 100.0 DISAGREE 2.0 .32 STRONGLY AGREE Total 100.0 1
 Mean is 3.82  Geometric mean 3.6301  Harmonic mean 3.3822  Median is 4  Mode is 4  Std. deviation is 1.08214  Variance 1.171  Range 4  Inter quartile range 2  Percentile 25, 50 & 75 are 3, 4 & 5  Coefficient of variance 28.32%
Statistics Questionnaire Analysis
CCL4 Frequency Distribution Frequency distribution table shows that out of 50 respondents, 1 are strongly disagree with this, 4 are disagree, 14 are neutral, 18 are agree and 13 are strongly agree with this. Percent frequency shows that 2% are strongly disagree, 8% are disagree, 28% are neutral, 36% are agree and 26% are strongly agree. Relative Frequency Frequency Percent STRONGLY DISAGREE 1 2.0 2.0 DISAGREE 4 8.0 8.0 NEUTRAL 14 28.0 28.0 AGREE 18 36.0 36.0 STRONGLY AGREE 13 26.0 26.0 Total 50 100.0 100.0 Cumulative Percent Valid Percent .02 .08 .28 .36 .26 1 2.0 10.0 38.0 74.0 100.0
We see no outlier exist because no value is lesser than -3 and no value is greater than +3. Z1= Z9 = Z25= Z33= Z41= Z49= 2.33 Z17= -0.66 0.34 -0.66 -0.66 0.34 -0.66 Z2= Z10= Z18= Z26= Z34= Z42= Z50= 0.34 -1.66 -0.66 2.33 0.34 0.34 0.34 Z3= Z11 = Z19= Z27= Z35= Z43= 0.34 0.34 0.34 0.34 0.34 -1.66 Z4= Z12= Z20= Z28= Z36= Z44= -0.66 -0.66 0.34 0.34 0.34 -0.66 Z5= Z13= Z21= Z29= Z37= Z45= 0.34 0.34 0.34 2.33 -1.66 0.34 Z6= Z14= Z22= Z30= Z38= Z46= 0.34 -0.66 0.34 -1.66 Z7= Z15= Z23= Z31= Z39= Z47= 0.34 -0.66 -1.66 -0.66 -0.66 0.34 Z8= Z16= Z24= Z32= Z40= Z48= 1.34 0.34 -1.66 -0.66 -0.66 0.34
 Mean is 3.5987  Geometric mean 3.3860  Harmonic mean 3.5987  Median is 4.0000  Mode is 4.00  Std. deviation is 1.00122  Variance 1.002  Range 4  Inter quartile range 2  Percentile 25, 50 & 75 are 3 , 4 & 5  Coefficient of variance 26.63%
Statistics Questionnaire Analysis
CCL5 Frequency Distribution Frequency distribution table shows that out of 50 respondents, 6 are disagree, 10 are neutral, 19 are agree and 15 are strongly agree with this. Percent frequency shows 12% are disagree, 20% are neutral, 38% are agree and 30% are strongly agree. Relative Frequency Cumulative Percent Frequency Percent Valid Percent DISAGREE 6 12.0 12.0 .12 12.0 NEUTRAL 10 20.0 20.0 .20 32.0 AGREE 19 38.0 38.0 .38 70.0 STRONGLY AGREE 15 30.0 30.0 .30 100.0 50 100.0 100.0 1 Total
 Mean is 3.86  Geometric mean 3.7155  Harmonic mean 3.5503  Median is 4  Mode is 4  Std. deviation is .98995  Variance .980  Range 3  Inter quartile range 2  Percentile 25, 50 & 75 are 3 , 4 & 5  Coefficient of variance 25.646%
Statistics Questionnaire Analysis
CCL6 Frequency Distribution Frequency distribution table shows that out of 50 respondents, 1 are strongly disagree with this, 5 are disagree, 9 are neutral, 16 are agree and 19 are strongly agree with this. Percent frequency shows that 2% are strongly disagree, 10% are disagree, 18% are neutral, 32% are agree and 38% are strongly agree. Relative Frequency Frequency Percent Valid Percent STRONGLY DISAGREE 1 2.0 2.0 DISAGREE 5 10.0 10.0 NEUTRAL 9 18.0 18.0 AGREE 16 32.0 32.0 STRONGLY AGREE 19 38.0 38.0 Total 50 100.0 100.0 Cumulative Percent .02 .10 .18 .32 .38 1 2.0 12.0 30.0 62.0 100.0
 Mean is 3.9400  Geometric mean 3.7519  Harmonic mean 3.4965  Median is 4  Mode is 5  Std. deviation is 1.07684  Variance 1.160  Range 4  Inter quartile range 2  Percentile 25, 50 & 75 are 3 , 4 & 5  Coefficient of variance 27.33%
Statistics Questionnaire Analysis
We see no outlier exist because no value is lesser than -3 and no value is greater than +3. Z1= Z9 = Z25= Z33= Z41= Z49= 2.33 Z17= -0.66 0.34 -0.66 -0.66 0.34 -0.66 Z2= Z10= Z18= Z26= Z34= Z42= Z50= 0.34 -1.66 -0.66 2.33 0.34 0.34 0.34 Z3= Z11 = Z19= Z27= Z35= Z43= 0.34 0.34 0.34 0.34 0.34 -1.66 Z4= Z12= Z20= Z28= Z36= Z44= -0.66 -0.66 0.34 0.34 0.34 -0.66 Z5= Z13= Z21= Z29= Z37= Z45= 0.34 0.34 0.34 2.33 -1.66 0.34 Z6= Z14= Z22= Z30= Z38= Z46= 0.34 -0.66 0.34 -1.66 Z7= Z15= Z23= Z31= Z39= Z47= 0.34 -0.66 -1.66 -0.66 -0.66 0.34 Z8= Z16= Z24= Z32= Z40= Z48= 1.34 0.34 -1.66 -0.66 -0.66 0.34
 We did this experiment and as a result we see that most of the respondents lies in the area of agree and strongly agree as shown by all the diagrams.  So we can conclude that most of the respondents are agree with the services of Ebanking and they like it and feel it comfortable to use.
Statistics Questionnaire Analysis

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Statistics Questionnaire Analysis

  • 2. E-BANKING CHANEELS PRESENTED BY GROUP 7 Fatima Zahoor Ammara Farooq Iqra Ameen Muhammad Gufran Zain-ul-Abideen Samad A. Pirzada
  • 3.  WHAT IS STATISTICS?  WHY WE NEED IT?  TYPES OF STATISTICS 1. DESCRIPTIVE STATISTICS 2. INFERANTIAL STATISTICS  DATA  SCALES OF MEASUREMENT  QUALITATIVE AND QUANTITATIVE DATA
  • 4. Data Qualitative Data Tabular Methods •Frequency Distribution •Rel. Freq. Dist. •% Freq. Dist. •Crosstabulation Graphical Methods •Bar Graph •Pie Chart Quantitative Data Tabular Methods Graphical Methods •Frequency Distribution •Rel. Freq. Dist. •Cum. Freq. Dist. •Cum. Rel. Freq. Distribution •Crosstabulation •Dot Plot •Histogram •Ogive •Scatter Diagram
  • 5. Describing Data Numerically Center and Location Mean Variation Range Weighted Mean Median Mode Percentiles Quartiles Variance Standard Deviation Coefficient of Variation
  • 6. Exploratory Data  Five number summary  Smallest value  Q1, Q2(Median), Q3  Largest Value  Relative Location  Z-score  Outliers  Measure of Association  Co-variance  Correlation co-efficient  Relationship from strong to weak 
  • 7. Concepts of Descriptive Statistics in project:  50 observations & data is collected by filling questioners from different peoples.  GENDER  AGE  CGPA  CLASS  CCL-1=I am comfortable with E-banking.  CCL-2=E-banking Provides easy way to make transactions  CCL-3=I am very much satisfied with E-Banking channels like ATM Credit Cards, Online transaction etc.  CCL-4=I feel E-banking is easy to use.  CCL-5=I think E-banking is user friendly.  CCL-6=E-Banking Help in my Daily transactions.
  • 8. GENDER This is first part of questionnaire. It is to check whether the respondent is male or female. Following data is collected on Gender. Frequencies Gender Relative Frequency Frequency Percent Valid Percent Male 26 52.0 52.0 Female 24 48.0 48.0 Total 50 100.0 100.0 Cumulative Percent .52 .48 1 52.0 100.0
  • 10.  Mean is 1.48.  Geometric mean 1.3947  Harmonic mean 1.3158  Median is 1.00  Mode is 1  Std. deviation is 0.50467  Variance 0.255  Range 1  Inter quartile range 1  Percentile 25, 50 & 75 are 1,1 and 2  Coefficient of variance 34%
  • 11. We see no outlier exist because no value is lesser than -3 and no value is greater than +3. Z1= Z9 = Z25= Z33= Z41= Z49= 2.33 Z17= -0.66 0.34 -0.66 -0.66 0.34 -0.66 Z2= Z10= Z18= Z26= Z34= Z42= Z50= 0.34 -1.66 -0.66 2.33 0.34 0.34 0.34 Z3= Z11 = Z19= Z27= Z35= Z43= 0.34 0.34 0.34 0.34 0.34 -1.66 Z4= Z12= Z20= Z28= Z36= Z44= -0.66 -0.66 0.34 0.34 0.34 -0.66 Z5= Z13= Z21= Z29= Z37= Z45= 0.34 0.34 0.34 2.33 -1.66 0.34 Z6= Z14= Z22= Z30= Z38= Z46= 0.34 -0.66 0.34 -1.66 Z7= Z15= Z23= Z31= Z39= Z47= 0.34 -0.66 -1.66 -0.66 -0.66 0.34 Z8= Z16= Z24= Z32= Z40= Z48= 1.34 0.34 -1.66 -0.66 -0.66 0.34
  • 12. Age This is the 2ndpart of questionnaire. It is to check whether the respondent lie in age 15-17, 18-20, 21-23, 24-26 and above 26. Following data is collected on Age. Frequency Distribution table of Age Age Relative Frequency Frequency Valid Percent Valid Percent 15-17 6 12.0 12.0 18-20 14 28.0 28.0 21-23 25 50.0 50.0 24-26 1 2.0 2.0 More than 26 4 8.0 8.0 Total 50 100.0 100.0 Cumulative Percent .12 .28 .50 .02 .08 1 12.0 40.0 90.0 92.0 100.0
  • 13.  Mean is 2.6600  Geometric mean 2.4593  Harmonic mean 2.2338  Median is 3.0000  Mode is 3.00  Std. deviation is 1.00224  Variance 1.004  Range 4  Inter quartile range 1  Percentile 25, 50 & 75 are 3,3 and 4  Coefficient of variance 37.67%
  • 15. CGPA This is the 3rd part of questionnaire. It is to check whether the respondent lie in CGPA 1.5-2, 2-2.5, 2.5-3, 3-3.5 and 3.5-4. Following data is collected on CGPA. Frequency Distribution table of Age CGPA Relative Frequency Frequency Valid Percent Valid Percent 1.5-2 5 10.0 10.0 2-2.5 8 16.0 16.0 2.5-3 15 30.0 30.0 3-3.5 15 30.0 30.0 3.5-4 7 14.0 14.0 Total 50 100.0 100.0 Cumulative Percent .10 .16 .30 .30 .14 1 10.0 26.0 56.0 86.0 100.0
  • 16.  Mean is 5.2220  Geometric mean 4.91  Harmonic mean 5.0757  Median is 5.00  Mode is 5  Std. deviation is 1.183  Variance 1.4  Range 4  Inter quartile range 2  Percentile 25, 50 & 75 are 4 , 5 & 6  Coefficient of variance 23%
  • 18. We see no outlier exist because no value is lesser than -3 and no value is greater than +3. Z1= Z9 = Z25= Z33= Z41= Z49= 2.33 Z17= -0.66 0.34 -0.66 -0.66 0.34 -0.66 Z2= Z10= Z18= Z26= Z34= Z42= Z50= 0.34 -1.66 -0.66 2.33 0.34 0.34 0.34 Z3= Z11 = Z19= Z27= Z35= Z43= 0.34 0.34 0.34 0.34 0.34 -1.66 Z4= Z12= Z20= Z28= Z36= Z44= -0.66 -0.66 0.34 0.34 0.34 -0.66 Z5= Z13= Z21= Z29= Z37= Z45= 0.34 0.34 0.34 2.33 -1.66 0.34 Z6= Z14= Z22= Z30= Z38= Z46= 0.34 -0.66 0.34 -1.66 Z7= Z15= Z23= Z31= Z39= Z47= 0.34 -0.66 -1.66 -0.66 -0.66 0.34 Z8= Z16= Z24= Z32= Z40= Z48= 1.34 0.34 -1.66 -0.66 -0.66 0.34
  • 19. CLASS This is 4rth part of questionnaire. It is to check in which class respondent is lie whether in class BBA,MBA,MS,MDM and other. Following data is collected on Gender. Frequency Distribution table of CLASS This table shows the distribution of CLASSES information with respect to frequency. otal respondents are 50 in which 19 for BBA, 16 for MBA, 6 for MS, 5 for MDM and 4 for others. Now we draw graphs using above data Relative Frequency Frequency Valid Percent Valid Percent BBA 19 38.0 38.0 MBA 16 32.0 32.0 MS 6 12.0 12.0 MDM 5 10.0 10.0 OTHER 4 8.0 8.0 Total 50 100.0 100.0 Cumulative Percent .38 .32 .12 .10 .08 1 38.0 70.0 82.0 92.0 100.0
  • 20.  Mean is 2.18  Geometric mean 1.6103  Harmonic mean 1.8608  Median is 2.00  Mode is 1.00  Std. deviation is 1.27279  Variance 1.620  Range 4  Inter quartile range 2  Percentile 25, 50 & 75 are 1 , 2 & 3  Coefficient of variance 58.38%
  • 22. CCL1 Frequency Distribution Frequency distribution table shows that out of 50 respondents, 1 are strongly disagree with this, 6 are disagree, 10 are neutral, 22 are agree and 11 are strongly agree with this. Percent frequency shows that 2% are strongly disagree, 12% are disagree, 20% are neutral, 44% are agree and 22% are strongly agree. Relative Frequency Frequency Valid Percent Valid Percent Cumulative Percent .02 STRONGLY DISAGREE 1 2.0 2.0 DISAGREE 6 12.0 12.0 NEUTRAL 10 20.0 20.0 AGREE 22 44.0 44.0 2.0 .12 .20 .44 14.0 34.0 78.0 .22 STRONGLY AGREE 11 22.0 22.0 Total 50 100.0 100.0 100.0 1
  • 23.  Mean is 3.7200  Geometric mean 3.55  Harmonic mean 3.3259  Median is 4.0  Mode is 4  Std. deviation is 1.0109  Variance 1.022  Range 4  Inter quartile range 1  Percentile 25, 50 & 75 are 3, 4 & 4  Coefficient of variance 27.18%
  • 25. We see no outlier exist because no value is lesser than -3 and no value is greater than +3. Z1= Z9 = Z25= Z33= Z41= Z49= 2.33 Z17= -0.66 0.34 -0.66 -0.66 0.34 -0.66 Z2= Z10= Z18= Z26= Z34= Z42= Z50= 0.34 -1.66 -0.66 2.33 0.34 0.34 0.34 Z3= Z11 = Z19= Z27= Z35= Z43= 0.34 0.34 0.34 0.34 0.34 -1.66 Z4= Z12= Z20= Z28= Z36= Z44= -0.66 -0.66 0.34 0.34 0.34 -0.66 Z5= Z13= Z21= Z29= Z37= Z45= 0.34 0.34 0.34 2.33 -1.66 0.34 Z6= Z14= Z22= Z30= Z38= Z46= 0.34 -0.66 0.34 -1.66 Z7= Z15= Z23= Z31= Z39= Z47= 0.34 -0.66 -1.66 -0.66 -0.66 0.34 Z8= Z16= Z24= Z32= Z40= Z48= 1.34 0.34 -1.66 -0.66 -0.66 0.34
  • 26. CCL2 Frequency Distribution of CCL2 Relative Frequency Frequency Valid Percent Valid Percent 1 2.0 2.0 DISAGREE 4 8.0 8.0 .08 10.0 NEUTRAL 10 20.0 20.0 .20 30.0 AGREE 16 32.0 32.0 .32 62.0 19 38.0 38.0 50 100.0 100.0 .02 STRONGLY DISAGREE 2.0 .38 STRONGLY AGREE Total Cumulative Percent 100.0 1 Frequency distribution table shows that out of 50 respondents, 1 are strongly disagree with this, 4 are disagree, 10 are neutral, 16 are agree and 19 are strongly agree with this. Percent frequency shows that 2% are strongly disagree, 8% are disagree 20% are neutral, 32% are agree and 38% are strongly agree.
  • 27.  Mean is 3.96  Geometric mean 3.5377  Harmonic mean 3.7825  Median is 4.00  Mode is 5  Std. deviation is 1.049  Variance 1.100  Range 4  Inter quartile range 2  Percentile 25, 50 & 75 are 3, 4 % 5  Coefficient of variance 26.489
  • 29. CCL 3 Frequency Distribution Frequency distribution table shows that out of 50 respondents, 1 are strongly disagree with this, 6 are disagree, 10 are neutral , 17 are agree and 16 are strongly agree with this. Percent frequency shows that 2% are strongly disagree, 12% are disagree, 20% are neutral, 34% are agree and 32% are strongly agree. Frequency Distribution of CCL 3 Relative Frequency Frequency Valid Percent Valid Percent Cumulative Percent .02 STRONGLY 1 2.0 2.0 DISAGREE 6 12.0 12.0 .12 14.0 NEUTRAL 10 20.0 20.0 .20 34.0 AGREE 17 34.0 34.0 .34 68.0 16 32.0 32.0 50 100.0 100.0 DISAGREE 2.0 .32 STRONGLY AGREE Total 100.0 1
  • 30.  Mean is 3.82  Geometric mean 3.6301  Harmonic mean 3.3822  Median is 4  Mode is 4  Std. deviation is 1.08214  Variance 1.171  Range 4  Inter quartile range 2  Percentile 25, 50 & 75 are 3, 4 & 5  Coefficient of variance 28.32%
  • 32. CCL4 Frequency Distribution Frequency distribution table shows that out of 50 respondents, 1 are strongly disagree with this, 4 are disagree, 14 are neutral, 18 are agree and 13 are strongly agree with this. Percent frequency shows that 2% are strongly disagree, 8% are disagree, 28% are neutral, 36% are agree and 26% are strongly agree. Relative Frequency Frequency Percent STRONGLY DISAGREE 1 2.0 2.0 DISAGREE 4 8.0 8.0 NEUTRAL 14 28.0 28.0 AGREE 18 36.0 36.0 STRONGLY AGREE 13 26.0 26.0 Total 50 100.0 100.0 Cumulative Percent Valid Percent .02 .08 .28 .36 .26 1 2.0 10.0 38.0 74.0 100.0
  • 33. We see no outlier exist because no value is lesser than -3 and no value is greater than +3. Z1= Z9 = Z25= Z33= Z41= Z49= 2.33 Z17= -0.66 0.34 -0.66 -0.66 0.34 -0.66 Z2= Z10= Z18= Z26= Z34= Z42= Z50= 0.34 -1.66 -0.66 2.33 0.34 0.34 0.34 Z3= Z11 = Z19= Z27= Z35= Z43= 0.34 0.34 0.34 0.34 0.34 -1.66 Z4= Z12= Z20= Z28= Z36= Z44= -0.66 -0.66 0.34 0.34 0.34 -0.66 Z5= Z13= Z21= Z29= Z37= Z45= 0.34 0.34 0.34 2.33 -1.66 0.34 Z6= Z14= Z22= Z30= Z38= Z46= 0.34 -0.66 0.34 -1.66 Z7= Z15= Z23= Z31= Z39= Z47= 0.34 -0.66 -1.66 -0.66 -0.66 0.34 Z8= Z16= Z24= Z32= Z40= Z48= 1.34 0.34 -1.66 -0.66 -0.66 0.34
  • 34.  Mean is 3.5987  Geometric mean 3.3860  Harmonic mean 3.5987  Median is 4.0000  Mode is 4.00  Std. deviation is 1.00122  Variance 1.002  Range 4  Inter quartile range 2  Percentile 25, 50 & 75 are 3 , 4 & 5  Coefficient of variance 26.63%
  • 36. CCL5 Frequency Distribution Frequency distribution table shows that out of 50 respondents, 6 are disagree, 10 are neutral, 19 are agree and 15 are strongly agree with this. Percent frequency shows 12% are disagree, 20% are neutral, 38% are agree and 30% are strongly agree. Relative Frequency Cumulative Percent Frequency Percent Valid Percent DISAGREE 6 12.0 12.0 .12 12.0 NEUTRAL 10 20.0 20.0 .20 32.0 AGREE 19 38.0 38.0 .38 70.0 STRONGLY AGREE 15 30.0 30.0 .30 100.0 50 100.0 100.0 1 Total
  • 37.  Mean is 3.86  Geometric mean 3.7155  Harmonic mean 3.5503  Median is 4  Mode is 4  Std. deviation is .98995  Variance .980  Range 3  Inter quartile range 2  Percentile 25, 50 & 75 are 3 , 4 & 5  Coefficient of variance 25.646%
  • 39. CCL6 Frequency Distribution Frequency distribution table shows that out of 50 respondents, 1 are strongly disagree with this, 5 are disagree, 9 are neutral, 16 are agree and 19 are strongly agree with this. Percent frequency shows that 2% are strongly disagree, 10% are disagree, 18% are neutral, 32% are agree and 38% are strongly agree. Relative Frequency Frequency Percent Valid Percent STRONGLY DISAGREE 1 2.0 2.0 DISAGREE 5 10.0 10.0 NEUTRAL 9 18.0 18.0 AGREE 16 32.0 32.0 STRONGLY AGREE 19 38.0 38.0 Total 50 100.0 100.0 Cumulative Percent .02 .10 .18 .32 .38 1 2.0 12.0 30.0 62.0 100.0
  • 40.  Mean is 3.9400  Geometric mean 3.7519  Harmonic mean 3.4965  Median is 4  Mode is 5  Std. deviation is 1.07684  Variance 1.160  Range 4  Inter quartile range 2  Percentile 25, 50 & 75 are 3 , 4 & 5  Coefficient of variance 27.33%
  • 42. We see no outlier exist because no value is lesser than -3 and no value is greater than +3. Z1= Z9 = Z25= Z33= Z41= Z49= 2.33 Z17= -0.66 0.34 -0.66 -0.66 0.34 -0.66 Z2= Z10= Z18= Z26= Z34= Z42= Z50= 0.34 -1.66 -0.66 2.33 0.34 0.34 0.34 Z3= Z11 = Z19= Z27= Z35= Z43= 0.34 0.34 0.34 0.34 0.34 -1.66 Z4= Z12= Z20= Z28= Z36= Z44= -0.66 -0.66 0.34 0.34 0.34 -0.66 Z5= Z13= Z21= Z29= Z37= Z45= 0.34 0.34 0.34 2.33 -1.66 0.34 Z6= Z14= Z22= Z30= Z38= Z46= 0.34 -0.66 0.34 -1.66 Z7= Z15= Z23= Z31= Z39= Z47= 0.34 -0.66 -1.66 -0.66 -0.66 0.34 Z8= Z16= Z24= Z32= Z40= Z48= 1.34 0.34 -1.66 -0.66 -0.66 0.34
  • 43.  We did this experiment and as a result we see that most of the respondents lies in the area of agree and strongly agree as shown by all the diagrams.  So we can conclude that most of the respondents are agree with the services of Ebanking and they like it and feel it comfortable to use.