Overview

Dataset statistics

Number of variables28
Number of observations68
Missing cells49
Missing cells (%)2.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory15.0 KiB
Average record size in memory225.9 B

Variable types

CAT23
NUM4
BOOL1

Reproduction

Analysis started2020-10-02 07:35:11.997522
Analysis finished2020-10-02 07:35:18.119293
Duration6.12 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

Department has constant value "Master of Computer Applications" Constant
Academic Year has constant value "2019-20" Constant
Draft has constant value "0" Constant
Name has a high cardinality: 64 distinct values High cardinality
IP has a high cardinality: 63 distinct values High cardinality
Updated By is highly correlated with Created ByHigh correlation
Created By is highly correlated with Updated ByHigh correlation
ID is highly correlated with df_indexHigh correlation
df_index is highly correlated with IDHigh correlation
Remarks: is highly correlated with Name and 4 other fieldsHigh correlation
Name is highly correlated with Remarks: and 3 other fieldsHigh correlation
Timestamp is highly correlated with Name and 11 other fieldsHigh correlation
5. Adequate exposure is provided to relevant software is highly correlated with Timestamp and 2 other fieldsHigh correlation
8. The library provides text book, reference book, and other e resources as and when required is highly correlated with Timestamp and 2 other fieldsHigh correlation
9. The canteen facility is quite adequate and the quality of food is also good is highly correlated with Timestamp and 2 other fieldsHigh correlation
10. Classrooms are spacious, well ventilated and smart classroom facility is also available in the department is highly correlated with Timestamp and 2 other fieldsHigh correlation
12.The evaluation system of the university is always fair and results are declared in time is highly correlated with Timestamp and 2 other fieldsHigh correlation
14. Faculty members explains different topics through example and practical applications and often use computer aided methods of teaching (online/offline) is highly correlated with Timestamp and 2 other fieldsHigh correlation
15. Co-Curricular activities are encouraged and endorsed by faculty members . is highly correlated with Timestamp and 2 other fieldsHigh correlation
Last Updated is highly correlated with Name and 11 other fieldsHigh correlation
IP is highly correlated with Remarks: and 3 other fieldsHigh correlation
Key is highly correlated with Name and 13 other fieldsHigh correlation
3. Pre-requisite courses / topics are covered in the curriculum prior to introduction of a course. is highly correlated with KeyHigh correlation
13. All faculty members of the department are co-operative, always helpful even beyond class hours is highly correlated with KeyHigh correlation
Remarks: has 49 (72.1%) missing values Missing
Name is uniformly distributed Uniform
IP is uniformly distributed Uniform
df_index has unique values Unique
Timestamp has unique values Unique
Last Updated has unique values Unique
ID has unique values Unique
Key has unique values Unique
Created By has 2 (2.9%) zeros Zeros
Updated By has 2 (2.9%) zeros Zeros

Variables

df_index
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct count68
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean68.20588235294117
Minimum1
Maximum131
Zeros0
Zeros (%)0.0%
Memory size544.0 B

Quantile statistics

Minimum1
5-th percentile7.35
Q139.75
median68.5
Q397.5
95-th percentile127.65
Maximum131
Range130
Interquartile range (IQR)57.75

Descriptive statistics

Standard deviation37.94479841
Coefficient of variation (CV)0.5563273591
Kurtosis-1.030836335
Mean68.20588235
Median Absolute Deviation (MAD)29.5
Skewness-0.07969262366
Sum4638
Variance1439.807726
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
12711.5%
 
5011.5%
 
3011.5%
 
3411.5%
 
3611.5%
 
4111.5%
 
4311.5%
 
4611.5%
 
5111.5%
 
12211.5%
 
Other values (58)5885.3%
 
ValueCountFrequency (%) 
111.5%
 
211.5%
 
411.5%
 
711.5%
 
811.5%
 
ValueCountFrequency (%) 
13111.5%
 
13011.5%
 
12911.5%
 
12811.5%
 
12711.5%
 

Name
Categorical

HIGH CARDINALITY
HIGH CORRELATION
UNIFORM

Distinct count64
Unique (%)94.1%
Missing0
Missing (%)0.0%
Memory size544.0 B
Purushottam kumar
 
2
Shafali Agrawal
 
2
Ritu Sharma
 
2
Chaitali Nandi
 
2
Jay prakash Jha
 
1
Other values (59)
59
ValueCountFrequency (%) 
Purushottam kumar22.9%
 
Shafali Agrawal22.9%
 
Ritu Sharma22.9%
 
Chaitali Nandi22.9%
 
Jay prakash Jha11.5%
 
AMBIKA11.5%
 
Sritama Sadhu11.5%
 
avik das11.5%
 
SAPTARSHI BISWAS11.5%
 
Abhishek Mondal11.5%
 
Other values (54)5479.4%
 

Length

Max length21
Median length13
Mean length13.47058824
Min length6

Department
Categorical

CONSTANT
REJECTED

Distinct count1
Unique (%)1.5%
Missing0
Missing (%)0.0%
Memory size544.0 B
Master of Computer Applications
68
ValueCountFrequency (%) 
Master of Computer Applications68100.0%
 

Length

Max length31
Median length31
Mean length31
Min length31

Academic Year
Categorical

CONSTANT
REJECTED

Distinct count1
Unique (%)1.5%
Missing0
Missing (%)0.0%
Memory size544.0 B
2019-20
68
ValueCountFrequency (%) 
2019-2068100.0%
 

Length

Max length7
Median length7
Mean length7
Min length7

1. The curriculum is up to date and relevant from the point of view of employability.
Categorical

Distinct count4
Unique (%)5.9%
Missing0
Missing (%)0.0%
Memory size544.0 B
Agree
30
Strongly agree
23
Average
13
Neutral
 
2
ValueCountFrequency (%) 
Agree3044.1%
 
Strongly agree2333.8%
 
Average1319.1%
 
Neutral22.9%
 

Length

Max length14
Median length7
Mean length8.485294118
Min length5

2. The core courses offer an in-depth exposure to the subject.
Categorical

Distinct count5
Unique (%)7.4%
Missing0
Missing (%)0.0%
Memory size544.0 B
Agree
28
Strongly agree
19
Average
19
Neutral
 
1
Disagree
 
1
ValueCountFrequency (%) 
Agree2841.2%
 
Strongly agree1927.9%
 
Average1927.9%
 
Neutral11.5%
 
Disagree11.5%
 

Length

Max length14
Median length7
Mean length8.147058824
Min length5

3. Pre-requisite courses / topics are covered in the curriculum prior to introduction of a course.
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)4.4%
Missing0
Missing (%)0.0%
Memory size544.0 B
Agree
34
Strongly agree
20
Average
14
ValueCountFrequency (%) 
Agree3450.0%
 
Strongly agree2029.4%
 
Average1420.6%
 

Length

Max length14
Median length6
Mean length8.058823529
Min length5

4. Sufficient practical exposure is provided for the theoretical concepts in the courses
Categorical

Distinct count4
Unique (%)5.9%
Missing0
Missing (%)0.0%
Memory size544.0 B
Agree
32
Strongly agree
24
Average
9
Neutral
 
3
ValueCountFrequency (%) 
Agree3247.1%
 
Strongly agree2435.3%
 
Average913.2%
 
Neutral34.4%
 

Length

Max length14
Median length7
Mean length8.529411765
Min length5

5. Adequate exposure is provided to relevant software
Categorical

HIGH CORRELATION

Distinct count4
Unique (%)5.9%
Missing0
Missing (%)0.0%
Memory size544.0 B
Agree
35
Strongly agree
19
Average
12
Neutral
 
2
ValueCountFrequency (%) 
Agree3551.5%
 
Strongly agree1927.9%
 
Average1217.6%
 
Neutral22.9%
 

Length

Max length14
Median length5
Mean length7.926470588
Min length5

6. The courses enhance the analytical/ problem solving/ critical thinking/ innovative skills/Team work/communication skill
Categorical

Distinct count5
Unique (%)7.4%
Missing0
Missing (%)0.0%
Memory size544.0 B
Agree
28
Strongly agree
23
Average
14
Neutral
 
2
Disagree
 
1
ValueCountFrequency (%) 
Agree2841.2%
 
Strongly agree2333.8%
 
Average1420.6%
 
Neutral22.9%
 
Disagree11.5%
 

Length

Max length14
Median length7
Mean length8.558823529
Min length5

7. College provides the opportunity to learn and grow with ethical principles and a sense of responsibility for the society and the environment
Categorical

Distinct count4
Unique (%)5.9%
Missing0
Missing (%)0.0%
Memory size544.0 B
Agree
34
Strongly agree
22
Average
10
Neutral
 
2
ValueCountFrequency (%) 
Agree3450.0%
 
Strongly agree2232.4%
 
Average1014.7%
 
Neutral22.9%
 

Length

Max length14
Median length6
Mean length8.264705882
Min length5

8. The library provides text book, reference book, and other e resources as and when required
Categorical

HIGH CORRELATION

Distinct count4
Unique (%)5.9%
Missing0
Missing (%)0.0%
Memory size544.0 B
Agree
28
Strongly agree
26
Average
12
Neutral
 
2
ValueCountFrequency (%) 
Agree2841.2%
 
Strongly agree2638.2%
 
Average1217.6%
 
Neutral22.9%
 

Length

Max length14
Median length7
Mean length8.852941176
Min length5

9. The canteen facility is quite adequate and the quality of food is also good
Categorical

HIGH CORRELATION

Distinct count5
Unique (%)7.4%
Missing0
Missing (%)0.0%
Memory size544.0 B
Agree
26
Strongly agree
19
Average
16
Neutral
6
Disagree
 
1
ValueCountFrequency (%) 
Agree2638.2%
 
Strongly agree1927.9%
 
Average1623.5%
 
Neutral68.8%
 
Disagree11.5%
 

Length

Max length14
Median length7
Mean length8.205882353
Min length5

10. Classrooms are spacious, well ventilated and smart classroom facility is also available in the department
Categorical

HIGH CORRELATION

Distinct count4
Unique (%)5.9%
Missing0
Missing (%)0.0%
Memory size544.0 B
Agree
33
Strongly agree
29
Average
 
5
Disagree
 
1
ValueCountFrequency (%) 
Agree3348.5%
 
Strongly agree2942.6%
 
Average57.4%
 
Disagree11.5%
 

Length

Max length14
Median length7
Mean length9.029411765
Min length5

11. The college provides hostel facilities with all necessary amenities to the student
Categorical

Distinct count4
Unique (%)5.9%
Missing0
Missing (%)0.0%
Memory size544.0 B
Agree
29
Strongly agree
20
Average
15
Neutral
 
4
ValueCountFrequency (%) 
Agree2942.6%
 
Strongly agree2029.4%
 
Average1522.1%
 
Neutral45.9%
 

Length

Max length14
Median length7
Mean length8.205882353
Min length5

12.The evaluation system of the university is always fair and results are declared in time
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)4.4%
Missing0
Missing (%)0.0%
Memory size544.0 B
Agree
32
Strongly agree
25
Average
11
ValueCountFrequency (%) 
Agree3247.1%
 
Strongly agree2536.8%
 
Average1116.2%
 

Length

Max length14
Median length7
Mean length8.632352941
Min length5

13. All faculty members of the department are co-operative, always helpful even beyond class hours
Categorical

HIGH CORRELATION

Distinct count4
Unique (%)5.9%
Missing0
Missing (%)0.0%
Memory size544.0 B
Strongly agree
46
Agree
17
Average
 
4
Neutral
 
1
ValueCountFrequency (%) 
Strongly agree4667.6%
 
Agree1725.0%
 
Average45.9%
 
Neutral11.5%
 

Length

Max length14
Median length14
Mean length11.23529412
Min length5

14. Faculty members explains different topics through example and practical applications and often use computer aided methods of teaching (online/offline)
Categorical

HIGH CORRELATION

Distinct count4
Unique (%)5.9%
Missing0
Missing (%)0.0%
Memory size544.0 B
Strongly agree
31
Agree
29
Average
7
Disagree
 
1
ValueCountFrequency (%) 
Strongly agree3145.6%
 
Agree2942.6%
 
Average710.3%
 
Disagree11.5%
 

Length

Max length14
Median length7
Mean length9.352941176
Min length5

15. Co-Curricular activities are encouraged and endorsed by faculty members .
Categorical

HIGH CORRELATION

Distinct count5
Unique (%)7.4%
Missing0
Missing (%)0.0%
Memory size544.0 B
Agree
37
Strongly agree
21
Average
 
7
Neutral
 
2
Disagree
 
1
ValueCountFrequency (%) 
Agree3754.4%
 
Strongly agree2130.9%
 
Average710.3%
 
Neutral22.9%
 
Disagree11.5%
 

Length

Max length14
Median length5
Mean length8.088235294
Min length5

Remarks:
Categorical

HIGH CORRELATION
MISSING

Distinct count15
Unique (%)78.9%
Missing49
Missing (%)72.1%
Memory size544.0 B
Good
4
I am in love with this college and all the faculty members. They are guide us in every way in our life. I am flourish myself.
 
2
All faculty are supported me
 
1
Everything is Good.
 
1
Just good
 
1
Other values (10)
10
ValueCountFrequency (%) 
Good45.9%
 
I am in love with this college and all the faculty members. They are guide us in every way in our life. I am flourish myself.22.9%
 
All faculty are supported me11.5%
 
Everything is Good.11.5%
 
Just good11.5%
 
Thank you11.5%
 
very good11.5%
 
i am satisfied doing this course11.5%
 
I loved it. Teachers are very professional. When you have a problem, they are always ready to help you. The office workers are perfect and the principal, Andy, of course as well. Thank you BCREC11.5%
 
As we know MCA is a vocational course. Teachers have to be specialized in a particular subject. on should have covered at least 2 to 3 subjects all are not allrounder. Many and continuous growths are required in the MCA Dept. I strongly appeal to the head of the institution please check and keep your campus free from politics,Hindu-Muslim activity, we are student above from such things. Allow all to follow their respective culture independently. No on-campus for MCA student this is very sad.11.5%
 
Other values (5)57.4%
 
(Missing)4972.1%
 

Length

Max length497
Median length3
Mean length21.67647059
Min length3

Timestamp
Categorical

HIGH CORRELATION
UNIQUE

Distinct count68
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size544.0 B
2020-07-25 04:40:23
 
1
2020-07-25 19:54:44
 
1
2020-07-25 03:41:42
 
1
2020-07-25 08:43:15
 
1
2020-07-27 03:21:01
 
1
Other values (63)
63
ValueCountFrequency (%) 
2020-07-25 04:40:2311.5%
 
2020-07-25 19:54:4411.5%
 
2020-07-25 03:41:4211.5%
 
2020-07-25 08:43:1511.5%
 
2020-07-27 03:21:0111.5%
 
2020-07-27 12:59:2611.5%
 
2020-07-27 01:27:2511.5%
 
2020-07-27 04:57:2911.5%
 
2020-07-25 08:57:2111.5%
 
2020-07-27 10:01:0211.5%
 
Other values (58)5885.3%
 

Length

Max length19
Median length19
Mean length19
Min length19

Last Updated
Categorical

HIGH CORRELATION
UNIQUE

Distinct count68
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size544.0 B
2020-07-25 04:40:23
 
1
2020-07-25 19:54:44
 
1
2020-07-25 03:41:42
 
1
2020-07-25 08:43:15
 
1
2020-07-27 03:21:01
 
1
Other values (63)
63
ValueCountFrequency (%) 
2020-07-25 04:40:2311.5%
 
2020-07-25 19:54:4411.5%
 
2020-07-25 03:41:4211.5%
 
2020-07-25 08:43:1511.5%
 
2020-07-27 03:21:0111.5%
 
2020-07-27 12:59:2611.5%
 
2020-07-27 01:27:2511.5%
 
2020-07-27 04:57:2911.5%
 
2020-07-25 08:57:2111.5%
 
2020-07-27 10:01:0211.5%
 
Other values (58)5885.3%
 

Length

Max length19
Median length19
Mean length19
Min length19

Created By
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count63
Unique (%)92.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean767.3676470588235
Minimum0
Maximum1186
Zeros2
Zeros (%)2.9%
Memory size544.0 B

Quantile statistics

Minimum0
5-th percentile499.15
Q1648
median695.5
Q3966.5
95-th percentile1140.65
Maximum1186
Range1186
Interquartile range (IQR)318.5

Descriptive statistics

Standard deviation241.2144586
Coefficient of variation (CV)0.3143401466
Kurtosis1.418493705
Mean767.3676471
Median Absolute Deviation (MAD)123.5
Skewness-0.4533005089
Sum52181
Variance58184.41506
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
022.9%
 
64822.9%
 
69622.9%
 
90422.9%
 
67122.9%
 
64711.5%
 
67511.5%
 
95411.5%
 
69711.5%
 
56811.5%
 
Other values (53)5377.9%
 
ValueCountFrequency (%) 
022.9%
 
49411.5%
 
49611.5%
 
50511.5%
 
53811.5%
 
ValueCountFrequency (%) 
118611.5%
 
117611.5%
 
114911.5%
 
114111.5%
 
114011.5%
 

Updated By
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count63
Unique (%)92.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean767.3676470588235
Minimum0
Maximum1186
Zeros2
Zeros (%)2.9%
Memory size544.0 B

Quantile statistics

Minimum0
5-th percentile499.15
Q1648
median695.5
Q3966.5
95-th percentile1140.65
Maximum1186
Range1186
Interquartile range (IQR)318.5

Descriptive statistics

Standard deviation241.2144586
Coefficient of variation (CV)0.3143401466
Kurtosis1.418493705
Mean767.3676471
Median Absolute Deviation (MAD)123.5
Skewness-0.4533005089
Sum52181
Variance58184.41506
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
022.9%
 
64822.9%
 
69622.9%
 
90422.9%
 
67122.9%
 
64711.5%
 
67511.5%
 
95411.5%
 
69711.5%
 
56811.5%
 
Other values (53)5377.9%
 
ValueCountFrequency (%) 
022.9%
 
49411.5%
 
49611.5%
 
50511.5%
 
53811.5%
 
ValueCountFrequency (%) 
118611.5%
 
117611.5%
 
114911.5%
 
114111.5%
 
114011.5%
 

Draft
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)1.5%
Missing0
Missing (%)0.0%
Memory size544.0 B
0
68
ValueCountFrequency (%) 
068100.0%
 

IP
Categorical

HIGH CARDINALITY
HIGH CORRELATION
UNIFORM

Distinct count63
Unique (%)92.6%
Missing0
Missing (%)0.0%
Memory size544.0 B
43.239.135.10
 
3
2409:4064:b0c:9524:20a0:5ef0:3137:ad1c
 
2
150.242.174.19
 
2
2409:4061:78e:4df5:8050:6588:f55:16d1
 
2
2409:4064:2305:354f::297b:8b0
 
1
Other values (58)
58
ValueCountFrequency (%) 
43.239.135.1034.4%
 
2409:4064:b0c:9524:20a0:5ef0:3137:ad1c22.9%
 
150.242.174.1922.9%
 
2409:4061:78e:4df5:8050:6588:f55:16d122.9%
 
2409:4064:2305:354f::297b:8b011.5%
 
103.10.209.10711.5%
 
2402:3a80:117a:bc0d:7d5c:5d9e:5a4e:4eb611.5%
 
2409:4061:513:6fc9::44f:28a111.5%
 
2401:4900:382b:49d0:919d:94db:c64d:86de11.5%
 
2409:4061:89:70d7:62:ef72:5c22:28c11.5%
 
Other values (53)5377.9%
 

Length

Max length39
Median length35
Mean length27.47058824
Min length13

ID
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct count68
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1166.3088235294117
Minimum659
Maximum1852
Zeros0
Zeros (%)0.0%
Memory size544.0 B

Quantile statistics

Minimum659
5-th percentile796.4
Q1900.5
median988.5
Q31446.25
95-th percentile1736.6
Maximum1852
Range1193
Interquartile range (IQR)545.75

Descriptive statistics

Standard deviation336.1676579
Coefficient of variation (CV)0.2882321141
Kurtosis-1.022018268
Mean1166.308824
Median Absolute Deviation (MAD)175.5
Skewness0.5410877148
Sum79309
Variance113008.6942
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
140711.5%
 
81211.5%
 
92911.5%
 
93011.5%
 
93111.5%
 
93411.5%
 
67911.5%
 
93611.5%
 
170911.5%
 
179011.5%
 
Other values (58)5885.3%
 
ValueCountFrequency (%) 
65911.5%
 
66311.5%
 
67911.5%
 
78811.5%
 
81211.5%
 
ValueCountFrequency (%) 
185211.5%
 
180011.5%
 
179011.5%
 
173811.5%
 
173411.5%
 

Key
Categorical

HIGH CORRELATION
UNIQUE

Distinct count68
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size544.0 B
xe3hl
 
1
324jx
 
1
n0vl4
 
1
ua41s
 
1
igztr
 
1
Other values (63)
63
ValueCountFrequency (%) 
xe3hl11.5%
 
324jx11.5%
 
n0vl411.5%
 
ua41s11.5%
 
igztr11.5%
 
ytred11.5%
 
anidx11.5%
 
5x9gk11.5%
 
b965711.5%
 
pqklt11.5%
 
Other values (58)5885.3%
 

Length

Max length5
Median length5
Mean length4.970588235
Min length4

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

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df_indexNameDepartmentAcademic Year1. The curriculum is up to date and relevant from the point of view of employability.2. The core courses offer an in-depth exposure to the subject.3. Pre-requisite courses / topics are covered in the curriculum prior to introduction of a course.4. Sufficient practical exposure is provided for the theoretical concepts in the courses5. Adequate exposure is provided to relevant software6. The courses enhance the analytical/ problem solving/ critical thinking/ innovative skills/Team work/communication skill7. College provides the opportunity to learn and grow with ethical principles and a sense of responsibility for the society and the environment8. The library provides text book, reference book, and other e resources as and when required9. The canteen facility is quite adequate and the quality of food is also good10. Classrooms are spacious, well ventilated and smart classroom facility is also available in the department11. The college provides hostel facilities with all necessary amenities to the student12.The evaluation system of the university is always fair and results are declared in time13. All faculty members of the department are co-operative, always helpful even beyond class hours14. Faculty members explains different topics through example and practical applications and often use computer aided methods of teaching (online/offline)15. Co-Curricular activities are encouraged and endorsed by faculty members .Remarks:TimestampLast UpdatedCreated ByUpdated ByDraftIPIDKey
01Abhishek MondalMaster of Computer Applications2019-20AverageAverageAgreeAgreeAgreeAgreeAgreeAgreeAverageAgreeAgreeAverageStrongly agreeStrongly agreeAgreeNaN2020-07-24 17:02:482020-07-24 17:02:4857757702409:4061:603:aa58:7138:a1e6:64b2:f4ba7889qd9v
12Mita RakshitMaster of Computer Applications2019-20AverageAverageAverageNeutralNeutralAgreeAverageAverageNeutralAgreeAverageAgreeStrongly agreeAgreeAgreeNaN2020-07-25 01:34:482020-07-25 01:34:4859859802409:4061:89:70d7:62:ef72:5c22:28c81243x4x
24Soumya Knti RoyMaster of Computer Applications2019-20Strongly agreeAgreeAgreeStrongly agreeStrongly agreeAgreeStrongly agreeStrongly agreeNeutralStrongly agreeAgreeAgreeStrongly agreeStrongly agreeAgreeNaN2020-07-25 01:41:542020-07-25 01:41:545735730146.196.45.798148t6l3
37Jayant Kr MandalMaster of Computer Applications2019-20Strongly agreeAgreeStrongly agreeAgreeAgreeAgreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeAgreeAgreeStrongly agreeStrongly agreeStrongly agreeNaN2020-07-25 03:41:422020-07-25 03:41:4257157102409:4061:717:7097:544c:438c:f748:1468823bkz02
48MD SALMAN KHURSHIDMaster of Computer Applications2019-20AverageAverageAverageNeutralNeutralNeutralAverageAgreeAgreeDisagreeAverageAverageNeutralDisagreeNeutralAs we know MCA is a vocational course. Teachers have to be specialized in a particular subject. on should have covered at least 2 to 3 subjects all are not allrounder. Many and continuous growths are required in the MCA Dept. I strongly appeal to the head of the institution please check and keep your campus free from politics,Hindu-Muslim activity, we are student above from such things. Allow all to follow their respective culture independently.\r\nNo on-campus for MCA student this is very sad.2020-07-25 04:40:232020-07-25 04:40:2361661602409:4064:79b:898d:6543:b8a9:3c63:74a8318q64
59Manindra KumarMaster of Computer Applications2019-20Strongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeVery Good2020-07-25 06:05:232020-07-25 06:05:230002409:4064:2e2a:c8ac::cb8b:d003852bb53s
613Sonam thakurMaster of Computer Applications2019-20AverageStrongly agreeStrongly agreeAverageAgreeStrongly agreeStrongly agreeStrongly agreeAverageStrongly agreeStrongly agreeAverageStrongly agreeStrongly agreeAgreeClasses are good and faculty members are helpful.2020-07-25 06:48:512020-07-25 06:48:516446440117.226.173.251868l4qna
715Manas HazraMaster of Computer Applications2019-20AverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageNaN2020-07-24 07:27:212020-07-24 07:27:2149449402409:4061:2d23:819e:eb8c:893a:c8a0:ca14659ny2jv
816Himadri RudraMaster of Computer Applications2019-20Strongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeNaN2020-07-24 07:51:372020-07-24 07:51:3749649602409:4061:296:6f84:1404:7fe7:a78f:5b9a663kg9n7
917S M RAMEEZ HAYATMaster of Computer Applications2019-20AgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeStrongly agreeStrongly agreeAgreeGood2020-07-24 09:01:582020-07-24 09:01:5850550502409:4064:595:2b49::25d3:40ac679y3tne

Last rows

df_indexNameDepartmentAcademic Year1. The curriculum is up to date and relevant from the point of view of employability.2. The core courses offer an in-depth exposure to the subject.3. Pre-requisite courses / topics are covered in the curriculum prior to introduction of a course.4. Sufficient practical exposure is provided for the theoretical concepts in the courses5. Adequate exposure is provided to relevant software6. The courses enhance the analytical/ problem solving/ critical thinking/ innovative skills/Team work/communication skill7. College provides the opportunity to learn and grow with ethical principles and a sense of responsibility for the society and the environment8. The library provides text book, reference book, and other e resources as and when required9. The canteen facility is quite adequate and the quality of food is also good10. Classrooms are spacious, well ventilated and smart classroom facility is also available in the department11. The college provides hostel facilities with all necessary amenities to the student12.The evaluation system of the university is always fair and results are declared in time13. All faculty members of the department are co-operative, always helpful even beyond class hours14. Faculty members explains different topics through example and practical applications and often use computer aided methods of teaching (online/offline)15. Co-Curricular activities are encouraged and endorsed by faculty members .Remarks:TimestampLast UpdatedCreated ByUpdated ByDraftIPIDKey
58116Syed babar aliMaster of Computer Applications2019-20AgreeAgreeAgreeAgreeAgreeAverageAverageAverageAgreeAgreeAverageAverageAgreeAverageAverageGood2020-07-27 14:58:312020-07-27 14:58:311001100102409:4061:2e02:16ec:f589:51c7:ae5a:f75b147944q38
59118Aditya kumar mishraMaster of Computer Applications2019-20AverageAverageAgreeAgreeAgreeAverageAgreeAgreeAgreeAgreeAgreeAverageStrongly agreeAgreeAgreeNaN2020-07-27 15:13:492020-07-27 15:13:4999899802409:4064:2103:315f:e087:9c4c:1c03:394e1481h2g5x
60119Sayani senguptaMaster of Computer Applications2019-20AverageAverageAverageAverageAverageNeutralNeutralAverageAverageAverageAverageAgreeAgreeAverageNeutralNaN2020-07-27 20:50:392020-07-27 20:50:391038103802409:4061:2e9b:3de6:eeb5:74a0:c09c:ab181535m66ar
61121Jaya SharmaMaster of Computer Applications2019-20AgreeStrongly agreeAgreeAgreeAgreeAgreeAgreeAgreeAverageAgreeAverageAgreeAgreeAgreeAgreeNaN2020-07-30 06:14:462020-07-30 06:14:461186118602409:4064:a8f:86b9:ce0c:5240:8ef8:c5411800oqx1u
62122Purushottam kumarMaster of Computer Applications2019-20Strongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeAgreeStrongly agreeStrongly agreeStrongly agreeAverageStrongly agreeNaN2020-07-30 14:32:512020-07-30 14:32:5169669602409:4064:992:bd17::186d:8a11852r4d0m
63127Vineet kumar singhMaster of Computer Applications2019-20AverageAverageAgreeAverageAgreeAverageAgreeAgreeStrongly agreeAgreeAgreeAgreeAgreeAgreeAverageNaN2020-07-29 06:15:402020-07-29 06:15:401139113902409:4064:2e90:b778:8428:bfa5:dd04:3c47172875m9d
64128Sritama SadhuMaster of Computer Applications2019-20AgreeAgreeAgreeAgreeAgreeStrongly agreeAgreeStrongly agreeStrongly agreeStrongly agreeAgreeAverageStrongly agreeStrongly agreeAgreeNaN2020-07-29 06:24:142020-07-29 06:24:14114111410157.43.164.1401729m8z6z
65129Susmita DasMaster of Computer Applications2019-20AgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeNaN2020-07-29 08:21:492020-07-29 08:21:49114011400103.10.209.971734yp6hb
66130Rittika ChowdhuryMaster of Computer Applications2019-20AgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeNaN2020-07-29 09:07:542020-07-29 09:07:5411491149042.110.192.2341738igztr
67131Susmita PalMaster of Computer Applications2019-20Strongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeNaN2020-07-30 04:43:472020-07-30 04:43:47117611760157.43.138.431790npd3u