An Overview of the Indian Telecom Market and Gross Revenue forecast Via. MS Power BI. To Download Power BI (.pbix) file click on the link: https://1drv.ms/u/s!AntKyh9AmaQNjNwVkG8VVvGLthxMAQ?e=RMee2B
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Telecom - CMS,RMS & Financial Dashboard
1. Power BI Desktop
BSNL 38%
JIO 27%
24%
TATA 6% 1%
AIR…
RCOM
WIRELINE CMS
JIO 38%
AIRTEL 35%
22%
BSNL 6%
VODA-I…
WIRELESS VLR CMS
Wireless, Wireline & VRL Count and MoM Variation
OPERATOR Wireless Subs.
Count
Wireless
MoM Var.
Wireline Subs.
Count
Wireline
MoM Var.
Rank
Wireless VLR
Subs. Count
W. VLR
MoM Var.
W. VLR 3
Mths. Var.
W. VLR 6
Mths. Var.
W. VLR 12
Mths. Var.
JIO
AIRTEL
VODA-IDEA
BSNL
TATA
QUADRANT
RCOM
41,30,10,694
36,29,68,293
25,66,45,622
11,47,62,788
0
0
3,154
1.03%
0.22%
-0.70%
-1.14%
NaN
NaN
0.00%
69,76,912
60,28,614
6,71,308
98,34,039
15,86,221
2,98,440
1,69,468
3.57%
0.99%
14.45%
-0.49%
-0.52%
2.53%
-0.60%
1
2
3
4
5
6
7
38,27,42,359
35,47,17,611
21,86,12,535
5,84,24,963
0
0
2,412
0.02%
0.51%
-0.63%
-1.75%
NaN
NaN
-0.29%
1.03%
0.74%
-3.29%
-3.39%
NaN
NaN
-3.60%
5.05%
2.78%
-4.71%
0.47%
NaN
NaN
-8.64%
12.46%
4.28%
-9.54%
-1.00%
NaN
NaN
-61.89%
TOTAL 1,14,73,90,551 0.16% 2,55,65,002 1.32% 1 1,01,44,99,880 -0.05% -0.29% 1.75% 3.40%
CMS OVERVIEW
Year
2022
Month
June
Region
All
State
All
Trendline of VRL Subscribers - Operator Wise
VLR
Subscribers
0.0bn
0.1bn
0.2bn
0.3bn
0.4bn
2018 2020 2022
AIRTEL
BSNL
JIO
VODA-IDEA
CMS - Customer Market Share Var. - Variation
Subs. - Subscribers VLR - Visitor Location Register
JIO 36%
AIRTEL 32%
22%
BSNL 10%
VO…
WIRELESS CMS
• Dotted line in "Trendline of VRL Subscribers" chart represent the trend of the all VLR subscribers in the market.
• Operators have been ranked based on the Sum of the VLR Wireless & Wireline Subscribers.
MTNL have been grouped
together with BSNL
Year & Month filter is not
applicable to "Trendline of
VRL Subscribers" chart
2. Power BI Desktop
RMS OVERVIEW
Fiscal Year
22-23
Fiscal Qtr
Q1
Region
All
State
All
36%
JIO 31%
19%
BSNL 6%
O… 1%
AIRTEL
VODA-IDEA
RMS - GROSS REVENUE
Gross Revenue - Operator & License
0K 10K 20K
Gross Revenue [Crs.]
AIRTEL
JIO
VODA-IDEA
BSNL
TATA
OTHERS
ACT
SIFY
RAIL TEL
27K
24K
15K
5K
3K
1K
1K
0K
0K
ILD INTERNET MNP NLD PMRTS TELECOM VNO VSAT
JIO 36%
AIRTEL 35%
16%
BSNL 7% 3%0%
VO…
TATA BT
RMS - ADJUSTED G.R.
OPERATOR Gross
Revenue
G.R. QoQ
Var.
G.R. YoY
Var.
Adjusted
G.R.
A.G.R. QoQ
Var.
A.G.R. YoY
Var.
AIRTEL
JIO
VODA-IDEA
BSNL
TATA
OTHERS
ACT
SIFY
RAIL TEL
AT&T
27,186.75
23,770.88
14,718.99
4,711.74
2,792.94
971.88
521.60
298.54
219.82
216 22
3.57%
4.62%
2.88%
-34.30%
-0.56%
5.28%
-5.33%
-7.42%
-10.88%
11 00%
20.09%
21.93%
10.61%
6.26%
35.90%
11.89%
10.01%
8.82%
37.88%
13 42%
21,260.52
22,054.39
9,446.09
4,104.89
1,819.36
498.92
3.04
242.43
219.82
213 44
3.95%
4.41%
-1.82%
2.05%
1.39%
-4.68%
-55.81%
-4.28%
-10.88%
9 64%
19.54%
21.02%
9.16%
18.01%
35.02%
6.07%
-64.15%
5.12%
37.88%
13 69%
TOTAL 76,408.19 0.03% 17.91% 60,529.65 2.79% 17.91%
Bar Chart of Gross Revenue Time Series
0K
20K
40K
60K
80K
Gross
Revenue
[Crs]
2017 2018 2019 2020 2021 2022
72K
63K 65K 66K
61K 62K
58K 58K 59K 58K 58K 60K
64K
68K 67K 68K
72K
67K 65K 67K 70K
76K 76K ILD
INTERNET
MNP
NLD
PMRTS
TELECOM
VNO
Operator
All
• Operators with Gross Revenue Less than ₹100 Crs. have been grouped together as "OTHERS". MTNL is grouped with BSNL.
• Filters "Fiscal Year" & "Fiscal Qtr." are not applicable to "Bar Chart Gross Revenue Time Series" , Filter "Operator" is only applicable to this chart.
5. Power BI Desktop
Scatter Plot of Wireless VLR Subs. Vs Gross Reveue
10M
20M
30M
40M
50M
Gross Revenue [Crs.]
WireLess
VLR
Subs.
500 1,000 1,500 2,000
AIRTEL BSNL JIO MTNL VODA-IDEA
Operator
All
Region
All
State
All
FORECAST - Gross Revenue
• Model Equation : 12.90 + 4.04E-05*WirelessVLR Sub. + 15.66*AIRTEL + 0*BSNL + 88.24*JIO + -63.25*VodaIdea + 9.73*ASM + 2.99*BHR + 34.16*KOL + 0*NES + -26.82*ORS + -19.56+ROB
• Model prediction accuracy is at 90% with adjusted R-Square at 92.4%, this can be further improved using different prediction models like "Random Forest Regression", "Lasso Regression", "K-Neighbors Regression",
"Gradient Descent", "Support Vector Machines", "Ridge Regression", "Elastic Net", "Cross Validation", "Boosting", "Stacking", "Artificial Neural Networks" etc.
PREDICTIVE MODEL
SELECT WRELESS VLR SUBCRIBERS
1,03,75,300
AIRTEL
0
BSNL
0
VODA-ID…
0
JIO
1
ASM
0
BHR
0
KOL
1
NES
0
ORS
0
ROB
0
₹ 554 Crs.
Predicted Gross Revenue
• Model is for "East Region" of India.
• Predicted Gross Revenue is auto
calculated based on the selection.
• 1 stands for Selected 0 stand for un-
selected.
• The reason as to why VLR wireless
subscribers was selected for
prediction of Gross revenue and not
other parameters such as total
wireless subscribers, sum of wireline
and wireless subscribers is mention
in detail with appropriate calculation
in separate "jupyter" file.
• "Multiple Linear Regression Model"
is used for prediction.
• On the top right side is a scatter plot
of wireless to see the trend.
SELECT STATE
SELECT
OPERATOR
6. Power BI Desktop
• Activity Ratios
• Solvency Ratios
• Liquidity Ratios
• Equity Valuation Ratios
Figures are from respective operators annual financial statements......
Finacial Ratio Analysis
WORK IN PROGRESS