KPI Dashboarding:KPI dashboarding refers to the process of visualizing and tracking key performance indicators (KPIs) in a dashboard format. KPI dashboards provide a clear and concise view of important metrics and enable stakeholders to quickly identify areas of concern or opportunities for improvement. To create a KPI dashboard, it is important to first identify the key metrics that are most relevant to the business or organization. These metrics should align with the organization's goals and objectives and should be measurable and actionable. Text analysis:Text analysis is the process of analyzing textual data to extract insights and information from it. Text analysis can involve various techniques, including natural language processing, machine learning, and statistical analysis. Text analysis is used in a wide range of applications, including sentiment analysis, topic modeling, and entity recognition. Sentiment analysis involves analyzing text to determine the emotional tone or sentiment of the writer. This can be useful in understanding customer feedback, social media trends, and other areas where understanding sentiment is important.

1. Businees Analytics
PRESENTATION
KPI Dashboarding and text analysis
Mayank Kuma
PRN114
Upendranath Reddy
PRN127
Indrajeet Hulyalkar
PRN100
Ashwani Kumar
PRN088
Harender Singh
PRN099
Group 13

2. KPI Dashboarding
Introduction to Dataset Why this dashboard?
Attributes
Warehouse ID, Customer Name, Customer Code, Customer Type, Vendor Name,
Booking Number, PO Number, Style, Item Qty, Total Packages, Package UOM,
Total CBM, Gross weight (kg), CHA Name, Shipping Bill Number, Shipping Bill
date, Warehouse Bay number, Consignee, Port of Discharge, VehicleSize,
Offloading Day, Offloading Date, Offloading Start Time, Offloading END Time,
Handover Date, Handover Time and others
This dashboard will provide a mistake proofing
mechanism, which acts as an additional check
points before loading the consignment into the
container.
Advatages of using this dashboard
Efficient visualization of historical and
present data
Ensures proper mapping of cargos in
designated bay area
Avoiding rework and time wastage due to
improper loading
Avoiding hefty fines due to unloading of
the container from port
What is it about?
This data is about tracking of all
the consignments from the
shippers to consignee
internationally for one of the
biggest vessel operating carrier.
We can see sample data the
company looks after to keep track
of the consignments.

3. Understanding Dashboarding
Here, we can
change the
offloading date
Here, we can
change the
shipper
For the selected
date/dates we
could see the
shipper details
For the selected
date/dates we
could see the
shipper details
For the selected
date/dates we
could see the
Cubic meters
Package weights
For the selected
date/dates we
could see the
Warehouse bay
the shipper
offloaded
Let’s see it working……….

4. Introduction to Dataset Text Analysis
For text analysis, we have selected three
files, they are from the research papers
from Scopus.
1. Characterizing supply chain visibility
- a literature review.
2. The future of operations
management: An outlook and
analysis.
3. The impacts of software product
management.
The pdf for these research paper were
converted to .txt files in order to perform
text analysis.
For this data, we are
going to see the text
analysis,
Commonalities and
comparison analysis.
Term frequency
Wordcloud 2
Wordcloud
Classify, sort, and extract information from text
to identify patterns, relationships, sentiments,
and another actionable knowledge.
Text Analysis

5. Text Analysis
Commonalities Comparison
Plot a cloud of words shared across documents
Code: commonality.cloud(term.matrix,)
Plot a cloud comparing the frequencies of words across
documents
Code: comparison.cloud(term.matrix,)

6. CREDITS: This presentation template was created by Slidesgo,
including icons by Flaticon, infographics & images by Freepik
Thanks!
Do you have any questions?
harender.singh@siom,in
+91 9812969049

7. Appendix
Dashboard Dataset

8. Appendix
Data Pivots
Sum of Total Packages
20721
Sum of Total CBM
1074.624
Column
Labels
1616
HOLDINGS
INC
AMERICAN EAGLE
OUTFITTERS (CHINA)
ANN
TAYLOR
INC
ASCENA
RETAIL
GROUP
BANA
NA
COMERCIAL
ECCSA S A
ESPRIT EUROPE
SERVICES GMBH
EXPR
ESS
GAP
CANADA
HEMA
B V
KMART
AUSTRALIA
M H
ALSHAYA CO
LLC
OLD
NAVY
OLD NAVY
CANADA
OSP
GROUP
THE
GAP
TJX
UK
TOMMY HILFIGER
BODYWEAR
TOMMY HILFIGER
EUROPE BV
URBAN
OUTFITTER
S
Grand
Total
Sum of Total
Packages 1572 217 1040 6 448 1335 287 579 807 699 3629 66 2596 348 3672 291 952 526 172 1479 20721
Customer Name (All)
Row Labels
Sum of Total
Packages
A,B-5-KEZ 64
B-1 461
B-1,2 800
B-10 204
B-11 134
B-5 KEZ 2
B-6,7,8 / C,D,E-6 3629
B-8 13
B-8,9 18
B-9 74
BC-10 51
BC-11 155
BC-9 38
C,D-1 584
C-10 391
C-11 67
C-9 21
CD-11 60
D-1 410
D-10 39
D-10,11 72
D-11 45
D-2 123
D-5 689
DE-11 109
DE-21 78
E,F-15 714
E-2 29
E-21,22 388
E-22 89
E-5 272
F-1 289
F-2 195
F-21 318
F-21,22 379
F-22 354
F-3 29
F-3/ A,B-2 / F-1,2 621
F-4 61
F-5 279
F-6 134
IH-3,2 126
Row Labels Sum of Total CBM
ARKAY ENTERPRISES 134.424
ASHOKA TESSILES 19.31
BAZAAR KONNECTIONS 2.791
CEBON APPAREL 8.225
CENTEX FABRICS 1.704
CHELSEA MILLS 3.104
CONTEMPORARY CLASSIQUE 0.528
DAWAR FOOTWEAR 17.104
EASTMAN EXPORTS 94.752
GAURAV INTERNATIONAL 22.204
GHCL LIMITED 22.51
GOKALDAS EXPORTS 77.827
GOLDEN PANKH 6.808
HOME ACCENTS 14.775
INDIAN DESIGNS 8.88
IR APPAREL & ACCESSORIES 4.881
JAK GROUP PVT LTD 10.388
JIVA DESIGNS 23.784
KAY TEX EXPORTERS 0.783
MALIKS TRADERS 1.5
MODELAMA EXPORTS 4.259
NAHAR SPINNING 73.074
O C SWEATERS 10.553
OFACTO FASHION EXPORTS 24.932
ORIENT FASHION 4.67
PEARL GLOBAL 2.955
PEE EMPRO 0.885
PEE EMPRO EXPORTS PVT LTD 19.239
RADNIK EXPORTS 13.63
RAGHUVIR EXIM 71.875
RAJ OVERSEAS 1.804
RICHA & CO. 5.864
RICHA GLOBAL EXPORTS PVT LTD 18.23
RIVERA CRATIONS 78.243
SHAHI EXPORTS 21.774
SHEELA OVERSEAS 1.914
SHREE BHARAT 20.258
SILVER SPARK 21.62
SIMRAN EXPORTS 41.375
SUPRAS INTL 49.087
TETS N RAI 2.666
WELSPUN GLOBAL 48.648
WINDSON INTERNATIONAL 60.787
Grand Total 1074.624
Row Labels Sum of Total Packages
ARKAY ENTERPRISES 3672
ASHOKA TESSILES 461
BAZAAR KONNECTIONS 36
CEBON APPAREL 152
CENTEX FABRICS 29
CHELSEA MILLS 53
CONTEMPORARY CLASSIQUE 7
DAWAR FOOTWEAR 186
EASTMAN EXPORTS 1398
GAURAV INTERNATIONAL 323
GHCL LIMITED 800
GOKALDAS EXPORTS 1138
GOLDEN PANKH 123
HOME ACCENTS 260
INDIAN DESIGNS 132
IR APPAREL & ACCESSORIES 93
JAK GROUP PVT LTD 134
JIVA DESIGNS 370
KAY TEX EXPORTERS 11
MALIKS TRADERS 22
MODELAMA EXPORTS 69
NAHAR SPINNING 1230
O C SWEATERS 266
OFACTO FASHION EXPORTS 410
ORIENT FASHION 72
PEARL GLOBAL 51
PEE EMPRO 17
PEE EMPRO EXPORTS PVT LTD 303
RADNIK EXPORTS 280
RAGHUVIR EXIM 3629
RAJ OVERSEAS 20
RICHA & CO. 93
RICHA GLOBAL EXPORTS PVT LTD 231
RIVERA CRATIONS 714
SHAHI EXPORTS 254
SHEELA OVERSEAS 17
SHREE BHARAT 284
SILVER SPARK 324
SIMRAN EXPORTS 1111
SUPRAS INTL 584
TETS N RAI 42
WELSPUN GLOBAL 699
WINDSON INTERNATIONAL 621
Grand Total 20721