Overview

Dataset statistics

Number of variables28
Number of observations828
Missing cells526
Missing cells (%)2.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory181.2 KiB
Average record size in memory224.2 B

Variable types

CAT23
NUM4
BOOL1

Reproduction

Analysis started2020-10-02 07:33:29.954922
Analysis finished2020-10-02 07:33:35.276001
Duration5.32 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 "2019-20" Constant
Draft has constant value "0" Constant
Name has a high cardinality: 782 distinct values High cardinality
Remarks: has a high cardinality: 212 distinct values High cardinality
Timestamp has a high cardinality: 821 distinct values High cardinality
Last Updated has a high cardinality: 821 distinct values High cardinality
IP has a high cardinality: 781 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: has 526 (63.5%) missing values Missing
Name is uniformly distributed Uniform
Timestamp is uniformly distributed Uniform
Last Updated is uniformly distributed Uniform
IP is uniformly distributed Uniform
df_index 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 count828
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean865.0591787439613
Minimum0
Maximum1735
Zeros1
Zeros (%)0.1%
Memory size6.5 KiB

Quantile statistics

Minimum0
5-th percentile70.05
Q1397.75
median871.5
Q31328.25
95-th percentile1658.65
Maximum1735
Range1735
Interquartile range (IQR)930.5

Descriptive statistics

Standard deviation520.9741458
Coefficient of variation (CV)0.6022410473
Kurtosis-1.243682016
Mean865.0591787
Median Absolute Deviation (MAD)464
Skewness-0.003261247962
Sum716269
Variance271414.0606
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
173510.1%
 
55510.1%
 
58510.1%
 
58210.1%
 
57910.1%
 
57810.1%
 
56610.1%
 
56510.1%
 
56410.1%
 
56210.1%
 
Other values (818)81898.8%
 
ValueCountFrequency (%) 
010.1%
 
210.1%
 
310.1%
 
510.1%
 
710.1%
 
ValueCountFrequency (%) 
173510.1%
 
173110.1%
 
172910.1%
 
172710.1%
 
172410.1%
 

Name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count782
Unique (%)94.4%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Ankit Kumar
 
4
Rohit Raj
 
3
Rajib Gope
 
3
AKASH SAHA
 
3
Ranojoy Chowdhury
 
3
Other values (777)
812
ValueCountFrequency (%) 
Ankit Kumar40.5%
 
Rohit Raj30.4%
 
Rajib Gope30.4%
 
AKASH SAHA30.4%
 
Ranojoy Chowdhury30.4%
 
Bishakha Kumari Mishra20.2%
 
SAYAN CHATTERJEE20.2%
 
Srijal Kumari20.2%
 
Arunabha Goswami20.2%
 
Soumita Roy20.2%
 
Other values (772)80296.9%
 

Length

Max length25
Median length13
Mean length13.42512077
Min length5

Department
Categorical

Distinct count7
Unique (%)0.8%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Electronics and Communication Engineering
278
Electrical Engineering
175
Mechanical Engineering
116
Computer Science Engineering
104
Information Technology
69
Other values (2)
86
ValueCountFrequency (%) 
Electronics and Communication Engineering27833.6%
 
Electrical Engineering17521.1%
 
Mechanical Engineering11614.0%
 
Computer Science Engineering10412.6%
 
Information Technology698.3%
 
Civil Engineering536.4%
 
Electronics and Instrumentation Engineering334.0%
 

Length

Max length43
Median length28
Mean length29.64975845
Min length17

Academic Year
Categorical

CONSTANT
REJECTED

Distinct count1
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
2019-20
828
ValueCountFrequency (%) 
2019-20828100.0%
 

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 count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
470
Strongly agree
179
Average
133
Neutral
 
30
Disagree
 
16
ValueCountFrequency (%) 
Agree47056.8%
 
Strongly agree17921.6%
 
Average13316.1%
 
Neutral303.6%
 
Disagree161.9%
 

Length

Max length14
Median length5
Mean length7.397342995
Min length5

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

Distinct count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
433
Strongly agree
188
Average
173
Neutral
 
28
Disagree
 
6
ValueCountFrequency (%) 
Agree43352.3%
 
Strongly agree18822.7%
 
Average17320.9%
 
Neutral283.4%
 
Disagree60.7%
 

Length

Max length14
Median length5
Mean length7.550724638
Min length5

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

Distinct count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
421
Strongly agree
214
Average
167
Neutral
 
19
Disagree
 
7
ValueCountFrequency (%) 
Agree42150.8%
 
Strongly agree21425.8%
 
Average16720.2%
 
Neutral192.3%
 
Disagree70.8%
 

Length

Max length14
Median length5
Mean length7.800724638
Min length5

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

Distinct count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
370
Average
196
Strongly agree
190
Neutral
 
42
Disagree
 
30
ValueCountFrequency (%) 
Agree37044.7%
 
Average19623.7%
 
Strongly agree19022.9%
 
Neutral425.1%
 
Disagree303.6%
 

Length

Max length14
Median length7
Mean length7.748792271
Min length5

5. Adequate exposure is provided to relevant software
Categorical

Distinct count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
407
Average
224
Strongly agree
133
Neutral
 
47
Disagree
 
17
ValueCountFrequency (%) 
Agree40749.2%
 
Average22427.1%
 
Strongly agree13316.1%
 
Neutral475.7%
 
Disagree172.1%
 

Length

Max length14
Median length7
Mean length7.161835749
Min length5

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

Distinct count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
409
Strongly agree
200
Average
177
Neutral
 
32
Disagree
 
10
ValueCountFrequency (%) 
Agree40949.4%
 
Strongly agree20024.2%
 
Average17721.4%
 
Neutral323.9%
 
Disagree101.2%
 

Length

Max length14
Median length7
Mean length7.714975845
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 count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
397
Strongly agree
238
Average
149
Neutral
 
33
Disagree
 
11
ValueCountFrequency (%) 
Agree39747.9%
 
Strongly agree23828.7%
 
Average14918.0%
 
Neutral334.0%
 
Disagree111.3%
 

Length

Max length14
Median length7
Mean length8.066425121
Min length5

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

Distinct count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
335
Strongly agree
309
Average
142
Neutral
 
29
Disagree
 
13
ValueCountFrequency (%) 
Agree33540.5%
 
Strongly agree30937.3%
 
Average14217.1%
 
Neutral293.5%
 
Disagree131.6%
 

Length

Max length14
Median length7
Mean length8.81884058
Min length5

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

Distinct count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
283
Average
250
Strongly agree
163
Neutral
75
Disagree
57
ValueCountFrequency (%) 
Agree28334.2%
 
Average25030.2%
 
Strongly agree16319.7%
 
Neutral759.1%
 
Disagree576.9%
 

Length

Max length14
Median length7
Mean length7.763285024
Min length5

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

Distinct count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
362
Strongly agree
254
Average
142
Neutral
 
45
Disagree
 
25
ValueCountFrequency (%) 
Agree36243.7%
 
Strongly agree25430.7%
 
Average14217.1%
 
Neutral455.4%
 
Disagree253.0%
 

Length

Max length14
Median length7
Mean length8.303140097
Min length5

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

Distinct count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
360
Strongly agree
204
Average
158
Neutral
75
Disagree
 
31
ValueCountFrequency (%) 
Agree36043.5%
 
Strongly agree20424.6%
 
Average15819.1%
 
Neutral759.1%
 
Disagree313.7%
 

Length

Max length14
Median length7
Mean length7.892512077
Min length5

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

Distinct count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
413
Strongly agree
222
Average
134
Neutral
 
41
Disagree
 
18
ValueCountFrequency (%) 
Agree41349.9%
 
Strongly agree22226.8%
 
Average13416.2%
 
Neutral415.0%
 
Disagree182.2%
 

Length

Max length14
Median length7
Mean length7.900966184
Min length5

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

Distinct count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
356
Strongly agree
316
Average
122
Neutral
 
20
Disagree
 
14
ValueCountFrequency (%) 
Agree35643.0%
 
Strongly agree31638.2%
 
Average12214.7%
 
Neutral202.4%
 
Disagree141.7%
 

Length

Max length14
Median length7
Mean length8.828502415
Min length5

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

Distinct count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
385
Strongly agree
241
Average
167
Neutral
 
27
Disagree
 
8
ValueCountFrequency (%) 
Agree38546.5%
 
Strongly agree24129.1%
 
Average16720.2%
 
Neutral273.3%
 
Disagree81.0%
 

Length

Max length14
Median length7
Mean length8.117149758
Min length5

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

Distinct count5
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
Agree
425
Strongly agree
201
Average
146
Neutral
 
39
Disagree
 
17
ValueCountFrequency (%) 
Agree42551.3%
 
Strongly agree20124.3%
 
Average14617.6%
 
Neutral394.7%
 
Disagree172.1%
 

Length

Max length14
Median length5
Mean length7.693236715
Min length5

Remarks:
Categorical

HIGH CARDINALITY
MISSING

Distinct count212
Unique (%)70.2%
Missing526
Missing (%)63.5%
Memory size6.5 KiB
Good
 
44
good
 
9
Excellent
 
8
GOOD
 
7
Very good
 
6
Other values (207)
228
ValueCountFrequency (%) 
Good445.3%
 
good91.1%
 
Excellent81.0%
 
GOOD70.8%
 
Very good60.7%
 
Good.60.7%
 
I AM VERY MUCH SATISFIED BY THE FACILITIES AND CO-OPERATION PROVIDED ON BEHALF OF MY COLLEGE.30.4%
 
very good30.4%
 
Overall good20.2%
 
overall its good20.2%
 
Other values (202)21225.6%
 
(Missing)52663.5%
 

Length

Max length2159
Median length3
Mean length41.01328502
Min length1

Timestamp
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count821
Unique (%)99.2%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
2020-07-26 13:49:16
 
2
2020-07-23 08:03:43
 
2
2020-07-23 15:34:11
 
2
2020-07-23 08:28:03
 
2
2020-07-23 15:06:55
 
2
Other values (816)
818
ValueCountFrequency (%) 
2020-07-26 13:49:1620.2%
 
2020-07-23 08:03:4320.2%
 
2020-07-23 15:34:1120.2%
 
2020-07-23 08:28:0320.2%
 
2020-07-23 15:06:5520.2%
 
2020-07-31 09:52:3320.2%
 
2020-07-23 07:40:1220.2%
 
2020-07-28 07:06:3010.1%
 
2020-07-28 05:33:1110.1%
 
2020-07-26 18:05:1210.1%
 
Other values (811)81197.9%
 

Length

Max length19
Median length19
Mean length19
Min length19

Last Updated
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count821
Unique (%)99.2%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
2020-07-26 13:49:16
 
2
2020-07-23 08:03:43
 
2
2020-07-23 15:34:11
 
2
2020-07-23 08:28:03
 
2
2020-07-23 15:06:55
 
2
Other values (816)
818
ValueCountFrequency (%) 
2020-07-26 13:49:1620.2%
 
2020-07-23 08:03:4320.2%
 
2020-07-23 15:34:1120.2%
 
2020-07-23 08:28:0320.2%
 
2020-07-23 15:06:5520.2%
 
2020-07-31 09:52:3320.2%
 
2020-07-23 07:40:1220.2%
 
2020-07-28 07:06:3010.1%
 
2020-07-28 05:33:1110.1%
 
2020-07-26 18:05:1210.1%
 
Other values (811)81197.9%
 

Length

Max length19
Median length19
Mean length19
Min length19

Created By
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count789
Unique (%)95.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean644.0869565217391
Minimum0
Maximum1284
Zeros7
Zeros (%)0.8%
Memory size6.5 KiB

Quantile statistics

Minimum0
5-th percentile65.7
Q1332.5
median619.5
Q3953.5
95-th percentile1211.3
Maximum1284
Range1284
Interquartile range (IQR)621

Descriptive statistics

Standard deviation362.2253264
Coefficient of variation (CV)0.5623857505
Kurtosis-1.2097571
Mean644.0869565
Median Absolute Deviation (MAD)308
Skewness0.04161235873
Sum533304
Variance131207.1871
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
070.8%
 
30730.4%
 
14030.4%
 
51430.4%
 
31620.2%
 
84120.2%
 
5920.2%
 
38120.2%
 
50220.2%
 
9020.2%
 
Other values (779)80096.6%
 
ValueCountFrequency (%) 
070.8%
 
1210.1%
 
1310.1%
 
1510.1%
 
1610.1%
 
ValueCountFrequency (%) 
128410.1%
 
128210.1%
 
127510.1%
 
127310.1%
 
127110.1%
 

Updated By
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count789
Unique (%)95.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean644.0869565217391
Minimum0
Maximum1284
Zeros7
Zeros (%)0.8%
Memory size6.5 KiB

Quantile statistics

Minimum0
5-th percentile65.7
Q1332.5
median619.5
Q3953.5
95-th percentile1211.3
Maximum1284
Range1284
Interquartile range (IQR)621

Descriptive statistics

Standard deviation362.2253264
Coefficient of variation (CV)0.5623857505
Kurtosis-1.2097571
Mean644.0869565
Median Absolute Deviation (MAD)308
Skewness0.04161235873
Sum533304
Variance131207.1871
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
070.8%
 
30730.4%
 
14030.4%
 
51430.4%
 
31620.2%
 
84120.2%
 
5920.2%
 
38120.2%
 
50220.2%
 
9020.2%
 
Other values (779)80096.6%
 
ValueCountFrequency (%) 
070.8%
 
1210.1%
 
1310.1%
 
1510.1%
 
1610.1%
 
ValueCountFrequency (%) 
128410.1%
 
128210.1%
 
127510.1%
 
127310.1%
 
127110.1%
 

Draft
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
0
828
ValueCountFrequency (%) 
0828100.0%
 

IP
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count781
Unique (%)94.3%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
42.110.217.91
 
3
43.251.177.44
 
3
103.10.209.26
 
2
2409:4064:240d:9316:44d:8b94:2e97:2a6a
 
2
47.11.235.212
 
2
Other values (776)
816
ValueCountFrequency (%) 
42.110.217.9130.4%
 
43.251.177.4430.4%
 
103.10.209.2620.2%
 
2409:4064:240d:9316:44d:8b94:2e97:2a6a20.2%
 
47.11.235.21220.2%
 
2409:4064:810:ed68:9884:c5c0:589d:f0c620.2%
 
2409:4061:201c:eff::2a32:70b120.2%
 
2409:4061:2c1c:f92b:7c0d:c797:14f5:e55920.2%
 
157.43.202.16320.2%
 
2409:4061:2d15:aebc:50b8:c436:1005:84b920.2%
 
Other values (771)80697.3%
 

Length

Max length39
Median length37
Mean length28.7089372
Min length10

ID
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct count828
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean951.06038647343
Minimum13
Maximum2596
Zeros0
Zeros (%)0.0%
Memory size6.5 KiB

Quantile statistics

Minimum13
5-th percentile85.05
Q1419.75
median963.5
Q31474.25
95-th percentile1841.65
Maximum2596
Range2583
Interquartile range (IQR)1054.5

Descriptive statistics

Standard deviation585.2803945
Coefficient of variation (CV)0.6153977212
Kurtosis-1.24247292
Mean951.0603865
Median Absolute Deviation (MAD)533
Skewness0.05217567926
Sum787478
Variance342553.1402
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
193910.1%
 
57910.1%
 
60710.1%
 
60410.1%
 
60310.1%
 
59110.1%
 
59010.1%
 
58910.1%
 
58710.1%
 
58410.1%
 
Other values (818)81898.8%
 
ValueCountFrequency (%) 
1310.1%
 
1510.1%
 
1610.1%
 
1810.1%
 
2010.1%
 
ValueCountFrequency (%) 
259610.1%
 
193910.1%
 
193310.1%
 
192710.1%
 
192410.1%
 

Key
Categorical

UNIQUE

Distinct count828
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size6.5 KiB
88daz
 
1
s5wal
 
1
rjrr1
 
1
zgb4s
 
1
tbgig
 
1
Other values (823)
823
ValueCountFrequency (%) 
88daz10.1%
 
s5wal10.1%
 
rjrr110.1%
 
zgb4s10.1%
 
tbgig10.1%
 
3okqf10.1%
 
ucwtq10.1%
 
7uzs110.1%
 
27tqt10.1%
 
tmzit10.1%
 
Other values (818)81898.8%
 

Length

Max length6
Median length5
Mean length4.973429952
Min length3

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 employability2. The core courses offer an in-depth exposure to the subject3. Pre-requisite courses / topics are covered in the curriculum prior to introduction of a course4. 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
00Amit Kumar singhComputer Science Engineering2019-20AgreeAgreeStrongly agreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeOutstanding 🙂2020-07-23 06:22:322020-07-23 06:22:3218918902409:4060:398:e094:ac5d:d1e9:305a:cfea13y51su
12Rakesh RanjanComputer Science Engineering2019-20AverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageAverageNaN2020-07-23 06:28:502020-07-23 06:28:5019519502409:4064:2516:19ed:489f:e1ff:fe51:ad1015m4902
23AKASH PAULComputer Science Engineering2019-20AverageAgreeAgreeNeutralNeutralAgreeAverageStrongly agreeStrongly agreeStrongly agreeStrongly agreeAgreeAverageAgreeAgreeNaN2020-07-23 06:29:412020-07-23 06:29:4118618602401:4900:3826:a492:a23d:c27b:ed58:813a16iv1pu
35Md Shahnawaz AnsariElectronics and Instrumentation Engineering2019-20NeutralAgreeAgreeAgreeAgreeAgreeStrongly agreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeExcellent2020-07-23 06:31:472020-07-23 06:31:47595902409:4064:4e09:2fe6:a936:da62:a8fd:e5318ov0ws
47shubam kumarElectronics and Communication Engineering2019-20Strongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeNaN2020-07-23 06:37:292020-07-23 06:37:29404002409:4064:e8f:440e:485e:45ef:f0f8:843a203fnlt
58SURUCHI ADHIKARYComputer Science Engineering2019-20Strongly agreeAgreeStrongly agreeAverageAgreeAgreeAgreeAgreeAverageAgreeAgreeStrongly agreeStrongly agreeAgreeAgreeEVERYTHING IS FINE AND ONLINE CLASSES ARE ALSO GOING WELL. PRE-REQUISITE CLASSES ARE GOING QUITE WELL.ALL OVER IT IS GOOD.2020-07-23 06:42:102020-07-23 06:42:1019719702409:4061:701:1c77:9597:25e2:c089:d35721o4kol
610Jayeti MukherjeeElectronics and Communication Engineering2019-20AgreeAgreeAgreeAverageAverageAverageAverageAgreeDisagreeNeutralAverageAverageAverageAverageAverageNaN2020-07-23 06:50:022020-07-23 06:50:0220320302409:4061:2e03:940f:6757:ad97:9731:77b6231sm2k
712Rahul RanjanComputer Science Engineering2019-20Strongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeStrongly agreeAverageAverageStrongly agreeAgreeStrongly agreeAgreeStrongly agreeStrongly agreeThe courses are great and the teachers provide great help and support. The college provides a perfect platform for the growth of our career.2020-07-23 06:55:402020-07-23 06:55:4020520502409:4064:b13:ddcd:98d2:c4ff:2fc4:4d0f2530vws
813SUBHRADIP DUTTAElectronics and Communication Engineering2019-20AgreeAgreeAgreeAverageAverageAgreeAgreeStrongly agreeAgreeStrongly agreeAgreeAgreeAgreeAgreeAgreeI M SATISFIED TO BE A STUDENT OF BCREC..It remains a colourful n blissful chapter for my life.2020-07-23 06:56:552020-07-23 06:56:552092090202.142.71.247263mazw
914Neelanjana GiriElectronics and Communication Engineering2019-20Strongly agreeAgreeStrongly agreeStrongly agreeStrongly agreeAgreeAgreeStrongly agreeAgreeStrongly agreeAverageStrongly agreeStrongly agreeStrongly agreeAgreeNaN2020-07-23 06:58:172020-07-23 06:58:172062060116.193.142.75272p2kn

Last rows

df_indexNameDepartmentAcademic Year1. The curriculum is up to date and relevant from the point of view of employability2. The core courses offer an in-depth exposure to the subject3. Pre-requisite courses / topics are covered in the curriculum prior to introduction of a course4. 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
8181716RAJA GARAINElectrical Engineering2019-20AverageAgreeAgreeAgreeAgreeAgreeAgreeStrongly agreeNeutralAgreeAverageDisagreeStrongly agreeAverageStrongly agreeNaN2020-07-31 13:35:262020-07-31 13:35:261269126902409:4061:413:abd2::261d:a0a51912hjmqn
8191717Ravikant kumarCivil Engineering2019-20AgreeAverageAverageNeutralAverageStrongly agreeAgreeAgreeAverageAgreeStrongly agreeAgreeStrongly agreeAgreeStrongly agreeexceeds expectations with the quality of their work.2020-07-31 14:37:372020-07-31 14:37:371270127002409:4064:4dce:8d41::750b:510a1914u6swl
8201718Ankan DuttaInformation Technology2019-20DisagreeAverageNeutralAgreeAgreeAgreeAgreeAverageNeutralDisagreeAverageNeutralAverageAgreeAgreeNaN2020-07-31 15:01:082020-07-31 15:01:0812711271042.110.212.101915xo1ii
8211720Ishita LaiElectronics and Communication Engineering2019-20AgreeAgreeStrongly agreeAgreeAgreeAgreeAgreeDisagreeAgreeAgreeNeutralAgreeAgreeAgreeAgreeIn recent times, the library facility is very bad.2020-09-14 18:32:022020-09-14 18:32:0235135102401:4900:3829:a10:f9ff:3d37:3784:f2642596kp5v8
8221723Prerona DuttaElectronics and Instrumentation Engineering2019-20AgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeNeutralAgreeAgreeAgreeAgreeBlessed to be a part of BCREC.2020-07-31 15:54:392020-07-31 15:54:39154154045.116.191.2361919wf75i
8231724Bajradeepon SahaInformation Technology2019-20Strongly agreeAgreeStrongly agreeNeutralAgreeStrongly agreeStrongly agreeAgreeAverageDisagreeStrongly agreeStrongly agreeStrongly agreeAgreeAgreeneed to introduce student club and tech clubs.2020-07-31 16:08:172020-07-31 16:08:1712731273045.116.190.2501920y1iy6
8241727Ritick GhoshElectrical Engineering2019-20AgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeAgreeNaN2020-08-01 03:11:142020-08-01 03:11:141275127502409:4061:60b:37fb::fbc:18ac1924kam95
8251729SimranInformation Technology2019-20AgreeAgreeAgreeAgreeAgreeStrongly agreeAgreeAgreeAverageAgreeAgreeAgreeAgreeAgreeAgreeNaN2020-08-01 08:55:152020-08-01 08:55:151282128202409:4064:4e95:34a7:3ca0:b331:8ed8:300c1927da5ky
8261731Mohammad FaizanMechanical Engineering2019-20DisagreeDisagreeDisagreeDisagreeDisagreeDisagreeDisagreeAgreeAverageAverageDisagreeAverageAverageDisagreeDisagreeNaN2020-08-01 15:32:122020-08-01 15:32:1259459402401:4900:3629:8c2a:1:1:7f27:acdd1933yelw8
8271735Pronab BarmanCivil Engineering2019-20AgreeAgreeAgreeAverageAgreeAgreeAgreeAgreeAverageAgreeAgreeAgreeAgreeAgreeAgreeNaN2020-08-02 17:16:512020-08-02 17:16:51128412840117.194.103.2131939o4mst