Overview

Dataset statistics

Number of variables28
Number of observations39
Missing cells28
Missing cells (%)2.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory8.7 KiB
Average record size in memory227.3 B

Variable types

CAT23
NUM4
BOOL1

Reproduction

Analysis started2020-10-02 07:34:54.103665
Analysis finished2020-10-02 07:35:00.247924
Duration6.14 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

Academic Year has constant value "2018-19" Constant
Draft has constant value "0" Constant
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
Department is highly correlated with NameHigh correlation
Name is highly correlated with Department and 10 other fieldsHigh correlation
3. Pre-requisite courses / topics are covered in the curriculum prior to introduction of a course. is highly correlated with Name and 4 other fieldsHigh correlation
4. Sufficient practical exposure is provided for the theoretical concepts in the courses is highly correlated with Name and 4 other fieldsHigh correlation
5. Adequate exposure is provided to relevant software is highly correlated with Name and 4 other fieldsHigh correlation
13. All faculty members of the department are co-operative, always helpful even beyond class hours is highly correlated with Name and 3 other fieldsHigh correlation
15. Co-Curricular activities are encouraged and endorsed by faculty members . is highly correlated with NameHigh correlation
Remarks: is highly correlated with Name and 4 other fieldsHigh correlation
Timestamp is highly correlated with Name and 13 other fieldsHigh correlation
2. The core courses offer an in-depth exposure to the subject. is highly correlated with Timestamp and 2 other fieldsHigh correlation
7. College provides the opportunity to learn and grow with ethical principles and a sense of responsibility for the society and the environment 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
10. Classrooms are spacious, well ventilated and smart classroom facility is also available in the department is highly correlated with Timestamp and 1 other fieldsHigh correlation
11. The college provides hostel facilities with all necessary amenities to the student 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 3 other fieldsHigh correlation
Last Updated is highly correlated with Name and 13 other fieldsHigh correlation
IP is highly correlated with Name and 8 other fieldsHigh correlation
Key is highly correlated with Name and 13 other fieldsHigh correlation
Remarks: has 28 (71.8%) missing values Missing
Remarks: is uniformly distributed Uniform
df_index has unique values Unique
Name has unique values Unique
Timestamp has unique values Unique
Last Updated has unique values Unique
Created By has unique values Unique
Updated By has unique values Unique
IP has unique values Unique
ID has unique values Unique
Key has unique values Unique

Variables

df_index
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct count39
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean72.74358974358974
Minimum3
Maximum126
Zeros0
Zeros (%)0.0%
Memory size312.0 B

Quantile statistics

Minimum3
5-th percentile10.5
Q139
median79
Q3105.5
95-th percentile124.1
Maximum126
Range123
Interquartile range (IQR)66.5

Descriptive statistics

Standard deviation38.75545323
Coefficient of variation (CV)0.5327679507
Kurtosis-1.297729757
Mean72.74358974
Median Absolute Deviation (MAD)34
Skewness-0.2711821751
Sum2837
Variance1501.985155
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
12612.6%
 
1812.6%
 
3112.6%
 
9212.6%
 
2612.6%
 
2512.6%
 
8812.6%
 
2212.6%
 
11712.6%
 
8612.6%
 
Other values (29)2974.4%
 
ValueCountFrequency (%) 
312.6%
 
612.6%
 
1112.6%
 
1812.6%
 
2212.6%
 
ValueCountFrequency (%) 
12612.6%
 
12512.6%
 
12412.6%
 
12312.6%
 
12012.6%
 

Name
Categorical

HIGH CORRELATION
UNIQUE

Distinct count39
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size312.0 B
Antara Chowdhury
 
1
Jayant Kr Mandal
 
1
Deep Basak
 
1
Rumi Saha
 
1
PAYEL RAKSHIT
 
1
Other values (34)
34
ValueCountFrequency (%) 
Antara Chowdhury12.6%
 
Jayant Kr Mandal12.6%
 
Deep Basak12.6%
 
Rumi Saha12.6%
 
PAYEL RAKSHIT12.6%
 
AYAN KUMAR GHOSH12.6%
 
Mita Rakshit12.6%
 
Soumya Knti Roy12.6%
 
Nidhi Muskan12.6%
 
Shilpi Ghosh12.6%
 
Other values (29)2974.4%
 

Length

Max length21
Median length14
Mean length13.56410256
Min length6

Department
Categorical

HIGH CORRELATION

Distinct count2
Unique (%)5.1%
Missing0
Missing (%)0.0%
Memory size312.0 B
Master of Computer Applications
38
Bachelor of Computer Applications
 
1
ValueCountFrequency (%) 
Master of Computer Applications3897.4%
 
Bachelor of Computer Applications12.6%
 

Length

Max length33
Median length31
Mean length31.05128205
Min length31

Academic Year
Categorical

CONSTANT
REJECTED

Distinct count1
Unique (%)2.6%
Missing0
Missing (%)0.0%
Memory size312.0 B
2018-19
39
ValueCountFrequency (%) 
2018-1939100.0%
 

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 (%)10.3%
Missing0
Missing (%)0.0%
Memory size312.0 B
Agree
18
Strongly agree
9
Average
9
Neutral
 
3
ValueCountFrequency (%) 
Agree1846.2%
 
Strongly agree923.1%
 
Average923.1%
 
Neutral37.7%
 

Length

Max length14
Median length7
Mean length7.692307692
Min length5

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

HIGH CORRELATION

Distinct count5
Unique (%)12.8%
Missing0
Missing (%)0.0%
Memory size312.0 B
Average
13
Agree
12
Strongly agree
10
Neutral
3
Disagree
 
1
ValueCountFrequency (%) 
Average1333.3%
 
Agree1230.8%
 
Strongly agree1025.6%
 
Neutral37.7%
 
Disagree12.6%
 

Length

Max length14
Median length7
Mean length8.205128205
Min length5

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

HIGH CORRELATION

Distinct count3
Unique (%)7.7%
Missing0
Missing (%)0.0%
Memory size312.0 B
Agree
22
Average
11
Strongly agree
6
ValueCountFrequency (%) 
Agree2256.4%
 
Average1128.2%
 
Strongly agree615.4%
 

Length

Max length14
Median length5
Mean length6.948717949
Min length5

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

HIGH CORRELATION

Distinct count4
Unique (%)10.3%
Missing0
Missing (%)0.0%
Memory size312.0 B
Agree
17
Strongly agree
15
Average
6
Neutral
 
1
ValueCountFrequency (%) 
Agree1743.6%
 
Strongly agree1538.5%
 
Average615.4%
 
Neutral12.6%
 

Length

Max length14
Median length7
Mean length8.820512821
Min length5

5. Adequate exposure is provided to relevant software
Categorical

HIGH CORRELATION

Distinct count4
Unique (%)10.3%
Missing0
Missing (%)0.0%
Memory size312.0 B
Agree
20
Strongly agree
11
Average
7
Neutral
 
1
ValueCountFrequency (%) 
Agree2051.3%
 
Strongly agree1128.2%
 
Average717.9%
 
Neutral12.6%
 

Length

Max length14
Median length5
Mean length7.948717949
Min length5

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

Distinct count4
Unique (%)10.3%
Missing0
Missing (%)0.0%
Memory size312.0 B
Agree
17
Strongly agree
12
Average
7
Neutral
 
3
ValueCountFrequency (%) 
Agree1743.6%
 
Strongly agree1230.8%
 
Average717.9%
 
Neutral37.7%
 

Length

Max length14
Median length7
Mean length8.282051282
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

HIGH CORRELATION

Distinct count4
Unique (%)10.3%
Missing0
Missing (%)0.0%
Memory size312.0 B
Agree
19
Strongly agree
14
Average
5
Neutral
 
1
ValueCountFrequency (%) 
Agree1948.7%
 
Strongly agree1435.9%
 
Average512.8%
 
Neutral12.6%
 

Length

Max length14
Median length7
Mean length8.538461538
Min length5

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

HIGH CORRELATION

Distinct count3
Unique (%)7.7%
Missing0
Missing (%)0.0%
Memory size312.0 B
Agree
17
Strongly agree
14
Average
8
ValueCountFrequency (%) 
Agree1743.6%
 
Strongly agree1435.9%
 
Average820.5%
 

Length

Max length14
Median length7
Mean length8.641025641
Min length5

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

Distinct count5
Unique (%)12.8%
Missing0
Missing (%)0.0%
Memory size312.0 B
Agree
18
Average
10
Strongly agree
6
Neutral
4
Disagree
 
1
ValueCountFrequency (%) 
Agree1846.2%
 
Average1025.6%
 
Strongly agree615.4%
 
Neutral410.3%
 
Disagree12.6%
 

Length

Max length14
Median length7
Mean length7.179487179
Min length5

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

HIGH CORRELATION

Distinct count4
Unique (%)10.3%
Missing0
Missing (%)0.0%
Memory size312.0 B
Agree
18
Strongly agree
16
Average
4
Disagree
 
1
ValueCountFrequency (%) 
Agree1846.2%
 
Strongly agree1641.0%
 
Average410.3%
 
Disagree12.6%
 

Length

Max length14
Median length7
Mean length8.974358974
Min length5

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

HIGH CORRELATION

Distinct count4
Unique (%)10.3%
Missing0
Missing (%)0.0%
Memory size312.0 B
Agree
22
Strongly agree
7
Neutral
5
Average
5
ValueCountFrequency (%) 
Agree2256.4%
 
Strongly agree717.9%
 
Neutral512.8%
 
Average512.8%
 

Length

Max length14
Median length5
Mean length7.128205128
Min length5

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

Distinct count3
Unique (%)7.7%
Missing0
Missing (%)0.0%
Memory size312.0 B
Agree
21
Average
10
Strongly agree
8
ValueCountFrequency (%) 
Agree2153.8%
 
Average1025.6%
 
Strongly agree820.5%
 

Length

Max length14
Median length5
Mean length7.358974359
Min length5

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

HIGH CORRELATION

Distinct count3
Unique (%)7.7%
Missing0
Missing (%)0.0%
Memory size312.0 B
Strongly agree
22
Agree
14
Average
 
3
ValueCountFrequency (%) 
Strongly agree2256.4%
 
Agree1435.9%
 
Average37.7%
 

Length

Max length14
Median length14
Mean length10.23076923
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 count3
Unique (%)7.7%
Missing0
Missing (%)0.0%
Memory size312.0 B
Agree
21
Strongly agree
14
Average
 
4
ValueCountFrequency (%) 
Agree2153.8%
 
Strongly agree1435.9%
 
Average410.3%
 

Length

Max length14
Median length5
Mean length8.435897436
Min length5

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

HIGH CORRELATION

Distinct count3
Unique (%)7.7%
Missing0
Missing (%)0.0%
Memory size312.0 B
Agree
22
Average
9
Strongly agree
8
ValueCountFrequency (%) 
Agree2256.4%
 
Average923.1%
 
Strongly agree820.5%
 

Length

Max length14
Median length5
Mean length7.307692308
Min length5

Remarks:
Categorical

HIGH CORRELATION
MISSING
UNIFORM

Distinct count10
Unique (%)90.9%
Missing28
Missing (%)71.8%
Memory size312.0 B
Good
2
i am comfortable doing this course
 
1
It's good
 
1
All of my respected teachers are very helpful
 
1
I am passout batch of 2019 from MCA dept of Dr.B.C.Roy engineering college and I want to share my point of view about this college.I really feel that this college is great according to their faculty and campus.It is the best and no.1 college in durgapur. This college provide good quality education and the faculty member of this college is also very supportive. They treat student as their own chiid. I feel proud of my college.
 
1
Other values (5)
5
ValueCountFrequency (%) 
Good25.1%
 
i am comfortable doing this course12.6%
 
It's good12.6%
 
All of my respected teachers are very helpful12.6%
 
I am passout batch of 2019 from MCA dept of Dr.B.C.Roy engineering college and I want to share my point of view about this college.I really feel that this college is great according to their faculty and campus.It is the best and no.1 college in durgapur. This college provide good quality education and the faculty member of this college is also very supportive. They treat student as their own chiid. I feel proud of my college.12.6%
 
The Syllabus needs quite change in 3rd and 4th semester respectively, it would be good if some more courses are added as per the current needs for working in an industry.12.6%
 
College is good in all terms. Faculty members are really helpful. I am really enhance my knowledge.12.6%
 
College is good in all terms. Faculty members are really helpful.12.6%
 
All over its good...12.6%
 
All over it is good.12.6%
 
(Missing)2871.8%
 

Length

Max length429
Median length3
Mean length25.20512821
Min length3

Timestamp
Categorical

HIGH CORRELATION
UNIQUE

Distinct count39
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size312.0 B
2020-07-27 09:59:35
 
1
2020-07-27 13:00:58
 
1
2020-07-27 14:57:32
 
1
2020-07-25 07:38:18
 
1
2020-07-25 01:40:27
 
1
Other values (34)
34
ValueCountFrequency (%) 
2020-07-27 09:59:3512.6%
 
2020-07-27 13:00:5812.6%
 
2020-07-27 14:57:3212.6%
 
2020-07-25 07:38:1812.6%
 
2020-07-25 01:40:2712.6%
 
2020-07-30 06:14:0912.6%
 
2020-07-27 13:08:1312.6%
 
2020-07-25 08:14:1912.6%
 
2020-07-29 06:13:4112.6%
 
2020-07-25 13:54:2412.6%
 
Other values (29)2974.4%
 

Length

Max length19
Median length19
Mean length19
Min length19

Last Updated
Categorical

HIGH CORRELATION
UNIQUE

Distinct count39
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size312.0 B
2020-07-27 09:59:35
 
1
2020-07-27 13:00:58
 
1
2020-07-27 14:57:32
 
1
2020-07-25 07:38:18
 
1
2020-07-25 01:40:27
 
1
Other values (34)
34
ValueCountFrequency (%) 
2020-07-27 09:59:3512.6%
 
2020-07-27 13:00:5812.6%
 
2020-07-27 14:57:3212.6%
 
2020-07-25 07:38:1812.6%
 
2020-07-25 01:40:2712.6%
 
2020-07-30 06:14:0912.6%
 
2020-07-27 13:08:1312.6%
 
2020-07-25 08:14:1912.6%
 
2020-07-29 06:13:4112.6%
 
2020-07-25 13:54:2412.6%
 
Other values (29)2974.4%
 

Length

Max length19
Median length19
Mean length19
Min length19

Created By
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct count39
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean802.8974358974359
Minimum512
Maximum1230
Zeros0
Zeros (%)0.0%
Memory size312.0 B

Quantile statistics

Minimum512
5-th percentile561.4
Q1626
median689
Q3988.5
95-th percentile1143.7
Maximum1230
Range718
Interquartile range (IQR)362.5

Descriptive statistics

Standard deviation220.1772964
Coefficient of variation (CV)0.2742284214
Kurtosis-1.296113975
Mean802.8974359
Median Absolute Deviation (MAD)121
Skewness0.4633736181
Sum31313
Variance48478.04184
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
95912.6%
 
113912.6%
 
53812.6%
 
66412.6%
 
59812.6%
 
113312.6%
 
78512.6%
 
65412.6%
 
65312.6%
 
64912.6%
 
Other values (29)2974.4%
 
ValueCountFrequency (%) 
51212.6%
 
53812.6%
 
56412.6%
 
56812.6%
 
57112.6%
 
ValueCountFrequency (%) 
123012.6%
 
118612.6%
 
113912.6%
 
113412.6%
 
113312.6%
 

Updated By
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct count39
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean802.8974358974359
Minimum512
Maximum1230
Zeros0
Zeros (%)0.0%
Memory size312.0 B

Quantile statistics

Minimum512
5-th percentile561.4
Q1626
median689
Q3988.5
95-th percentile1143.7
Maximum1230
Range718
Interquartile range (IQR)362.5

Descriptive statistics

Standard deviation220.1772964
Coefficient of variation (CV)0.2742284214
Kurtosis-1.296113975
Mean802.8974359
Median Absolute Deviation (MAD)121
Skewness0.4633736181
Sum31313
Variance48478.04184
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
95912.6%
 
113912.6%
 
53812.6%
 
66412.6%
 
59812.6%
 
113312.6%
 
78512.6%
 
65412.6%
 
65312.6%
 
64912.6%
 
Other values (29)2974.4%
 
ValueCountFrequency (%) 
51212.6%
 
53812.6%
 
56412.6%
 
56812.6%
 
57112.6%
 
ValueCountFrequency (%) 
123012.6%
 
118612.6%
 
113912.6%
 
113412.6%
 
113312.6%
 

Draft
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)2.6%
Missing0
Missing (%)0.0%
Memory size312.0 B
0
39
ValueCountFrequency (%) 
039100.0%
 

IP
Categorical

HIGH CORRELATION
UNIQUE

Distinct count39
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size312.0 B
42.110.214.140
 
1
2409:4061:2c0e:bfba:13db:80da:4443:48a9
 
1
42.110.221.253
 
1
2401:4900:382d:9833:10e:2732:9faf:8755
 
1
45.116.191.208
 
1
Other values (34)
34
ValueCountFrequency (%) 
42.110.214.14012.6%
 
2409:4061:2c0e:bfba:13db:80da:4443:48a912.6%
 
42.110.221.25312.6%
 
2401:4900:382d:9833:10e:2732:9faf:875512.6%
 
45.116.191.20812.6%
 
103.94.87.14812.6%
 
2409:4061:191:f020:c751:3e90:b17e:ac3a12.6%
 
42.110.204.16312.6%
 
42.110.220.19312.6%
 
2409:4064:2e90:b778:8428:bfa5:dd04:3c4712.6%
 
Other values (29)2974.4%
 

Length

Max length39
Median length29
Mean length26.51282051
Min length12

ID
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct count39
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1236.2820512820513
Minimum686
Maximum1945
Zeros0
Zeros (%)0.0%
Memory size312.0 B

Quantile statistics

Minimum686
5-th percentile821.1
Q1900
median1099
Q31479
95-th percentile1804.7
Maximum1945
Range1259
Interquartile range (IQR)579

Descriptive statistics

Standard deviation364.0944751
Coefficient of variation (CV)0.2945076123
Kurtosis-1.336059903
Mean1236.282051
Median Absolute Deviation (MAD)286
Skewness0.3313672997
Sum48215
Variance132564.7868
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
172712.6%
 
145912.6%
 
101912.6%
 
170812.6%
 
92812.6%
 
86112.6%
 
194512.6%
 
147812.6%
 
91612.6%
 
91112.6%
 
Other values (29)2974.4%
 
ValueCountFrequency (%) 
68612.6%
 
81312.6%
 
82212.6%
 
86112.6%
 
87612.6%
 
ValueCountFrequency (%) 
194512.6%
 
185612.6%
 
179912.6%
 
172712.6%
 
171712.6%
 

Key
Categorical

HIGH CORRELATION
UNIQUE

Distinct count39
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size312.0 B
lw4fp
 
1
xkugx
 
1
r7mus
 
1
h5c2j
 
1
ni4nf
 
1
Other values (34)
34
ValueCountFrequency (%) 
lw4fp12.6%
 
xkugx12.6%
 
r7mus12.6%
 
h5c2j12.6%
 
ni4nf12.6%
 
hxkuk12.6%
 
aj8ag12.6%
 
wz2c212.6%
 
7ybxj12.6%
 
2f4ud12.6%
 
Other values (29)2974.4%
 

Length

Max length5
Median length5
Mean length4.974358974
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.

Missing values

Sample

First 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
03Soumya Knti RoyMaster of Computer Applications2018-19Strongly agreeStrongly agreeAgreeStrongly agreeStrongly agreeAverageAgreeStrongly agreeNeutralStrongly agreeAgreeAgreeStrongly agreeStrongly agreeAgreeNaN2020-07-25 01:40:272020-07-25 01:40:275735730146.196.45.79813vrr1x
16Jayant Kr MandalMaster of Computer Applications2018-19AverageAgreeAgreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeAgreeAgreeStrongly agreeAgreeAgreeStrongly agreeStrongly agreeStrongly agreeThe Syllabus needs quite change in 3rd and 4th semester respectively, it would be good if some more courses are added as per the current needs for working in an industry.2020-07-25 03:40:482020-07-25 03:40:4857157102409:4061:717:7097:544c:438c:f748:1468822on3y0
211PAYEL RAKSHITBachelor of Computer Applications2018-19AgreeAgreeAgreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeAgreeStrongly agreeAgreeAgreeStrongly agreeStrongly agreeStrongly agreeI am passout batch of 2019 from MCA dept of Dr.B.C.Roy engineering college and I want to share my point of view about this college.I really feel that this college is great according to their faculty and campus.It is the best and no.1 college in durgapur. This college provide good quality education and the faculty member of this college is also very supportive. They treat student as their own chiid. I feel proud of my college.2020-07-25 06:35:482020-07-25 06:35:48628628042.110.221.2538612f4ud
318Aditi PriyaMaster of Computer Applications2018-19AgreeAgreeAgreeAgreeAgreeAgreeAgreeStrongly agreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAll over it is good.2020-07-24 09:34:082020-07-24 09:34:0851251202402:8100:3a0e:fabf:d19e:82c:5ca8:3281686e4wlv
422Joydeep SarkarMaster of Computer Applications2018-19AverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageNaN2020-07-25 07:38:182020-07-25 07:38:1856856802409:4061:2c08:a14a:3a89:fa:dbf1:cd1287691zfd
525Mita RakshitMaster of Computer Applications2018-19AverageAverageAverageAverageAverageAgreeAgreeAverageNeutralAverageAverageAverageAgreeAgreeAgreeNaN2020-07-25 07:44:152020-07-25 07:44:15598598047.11.154.32880i78ly
626AYAN KUMAR GHOSHMaster of Computer Applications2018-19Strongly agreeStrongly agreeAgreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeNaN2020-07-25 07:44:572020-07-25 07:44:57647647045.249.82.231881lw4fp
731Abhishek MondalMaster of Computer Applications2018-19AverageAverageAgreeAgreeAgreeAgreeAgreeAgreeAverageAgreeAgreeAverageStrongly agreeAgreeAgreeNaN2020-07-25 07:56:252020-07-25 07:56:2557757702409:4061:2c91:5b99:5034:81df:b0:f6bf8889htq0
833SAPTARSHI BISWASMaster of Computer Applications2018-19Strongly agreeStrongly agreeAgreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeNaN2020-07-25 08:03:442020-07-25 08:03:4465365302409:4061:2d98:a80:54:792a:ac03:95ce891ubtqi
938MD SALMAN KHURSHIDMaster of Computer Applications2018-19AverageAverageAverageAverageAverageNeutralNeutralAgreeAverageDisagreeNeutralAverageAverageAverageAverageNaN2020-07-25 08:14:192020-07-25 08:14:1961661602409:4064:79b:898d::82b:68a4899hxkuk

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
29106Subham DasMaster of Computer Applications2018-19NeutralDisagreeAverageAgreeAgreeNeutralAverageAgreeDisagreeStrongly agreeAgreeAgreeAgreeAgreeAgreeNaN2020-07-29 05:02:142020-07-29 05:02:14113411340103.217.242.91708rt6kn
30109Abhishek MukherjeeMaster of Computer Applications2018-19Strongly agreeStrongly agreeAgreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeAverageStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeAverageNaN2020-07-27 13:08:132020-07-27 13:08:1398798702401:4900:1221:9037:d6:4ae1:45e3:f3331459vpk28
31112Antara ChowdhuryMaster of Computer Applications2018-19AgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeNaN2020-07-27 13:27:292020-07-27 13:27:2999099002409:4061:11d:8db3:c51b:3bca:de48:994214665bjej
32115Syed Babar AliMaster of Computer Applications2018-19AgreeAverageAverageAgreeAgreeAgreeAverageAverageAgreeAverageAgreeAverageAgreeAgreeAverageGood2020-07-27 14:57:322020-07-27 14:57:321001100102409:4061:2e02:16ec:f589:51c7:ae5a:f75b1478r7mus
33117Aditya kumar mishraMaster of Computer Applications2018-19AverageAverageAgreeNeutralAgreeAverageAgreeAgreeAgreeAgreeAgreeAverageStrongly agreeAgreeAgreeNaN2020-07-27 14:59:412020-07-27 14:59:4199899802409:4064:911:efd8:e41b:ea08:6eab:16671480ni4nf
34120Jaya SharmaMaster of Computer Applications2018-19AgreeStrongly agreeAgreeAgreeAgreeAgreeAgreeAgreeAverageAgreeAverageAgreeAgreeAgreeAgreeNaN2020-07-30 06:14:092020-07-30 06:14:091186118602409:4064:a8f:86b9:ce0c:5240:8ef8:c5411799jfs3e
35123Sourabh MukherjeeMaster of Computer Applications2018-19AverageAverageAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeNeutralAverageStrongly agreeAgreeAgreeNaN2020-07-30 14:42:362020-07-30 14:42:361230123002409:4061:191:f020:c751:3e90:b17e:ac3a18567ybxj
36124Rumi SahaMaster of Computer Applications2018-19AgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeNaN2020-08-05 06:30:122020-08-05 06:30:12758758045.116.191.2081945hh6yj
37125Deblina MukherjeeMaster of Computer Applications2018-19AgreeAgreeAgreeAgreeAverageAgreeStrongly agreeAverageAverageAgreeAgreeAgreeStrongly agreeStrongly agreeAgreeAll over its good...2020-07-29 05:14:362020-07-29 05:14:367857850157.43.130.12317179buo
38126Vineet kumar singhMaster of Computer Applications2018-19AverageAverageAgreeAverageAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeStrongly agreeAgreeAverageNaN2020-07-29 06:13:412020-07-29 06:13:411139113902409:4064:2e90:b778:8428:bfa5:dd04:3c471727jsdjb