Data discoveries of the week, presented in charts. This week we look at some fascinating data on the India’s rise to one of the leading economies, India’s housing market, some sweet data on various deserts across India and more.
- Data from the National Housing Bank shows that the All-India House Price Index grew 4.56% (Y-o-Year) in Q1 2023. Accounting for inflation, the overall house prices across the country saw a decline of 1.42%. ?
Data from the National Housing Bank shows that All-India House Price Index grew 4.56% (Y-o-Year) in Q1 2023. Accounting for inflation, the overall house prices across the country saw a decline of 1.42%.
A ? on the cost of buying & renting apartments across major Indian cities… pic.twitter.com/q4h4GH57eB
— Kuvera (@Kuvera_In) October 20, 2023
2. Sending some virtual sweets this festive season with the most popular sweets from every state. ?
One India ??, many delights ? | Presenting the most popular sweets from every state. Reply with your favourites from your region, and tell us what are you savouring this festive season. #ChartOfTheDay #FestiveSeason pic.twitter.com/cgtB7myTob
— Kuvera (@Kuvera_In) October 19, 2023
3. India boasts a substantial GDP, with each state rivaling the GDP of entire nations. We’ve mapped out countries matching the GDP of Indian states for a unique perspective.
We placed countries with GDPs similar to every Indian state on the map, and here's what it looks like ?#ChartofTheDay #GDP pic.twitter.com/AuikInY9MU
— Kuvera (@Kuvera_In) October 18, 2023
4. India’s nuclear energy generation over 10 years.
?? India currently operates 22 nuclear power reactors, with a combined capacity of 6,780 megawatts (MW). Additionally, an innovative nuclear plant called "Bhavni," utilising Uranium-233 pioneering thorium-based technology, is under construction in Kalpakkam, Tamil Nadu. The chart… pic.twitter.com/Nw8tcSvNiG
— Kuvera (@Kuvera_In) October 17, 2023
5. While foreign dignitaries have been praising our metro system, here is quick look at India’s metro system. ??
India has 845 km of operational ? metro network in 15 cities. An additional 462 km is under construction, 372 km approved, and 1,056 km proposed. If all goes well, Indian cities will have a total network of 2,750 km. Here are the longest metro lines in India ??… pic.twitter.com/XzeSITq4Vy
— Kuvera (@Kuvera_In) October 16, 2023
6. An interesting look at India’s rise in the world’s largest economies.
Ranked: The Top Economies in the World (1980‒2075) ?https://t.co/5o5ZHykLl6 pic.twitter.com/zQK8zO3TvY
— Visual Capitalist (@VisualCap) October 20, 2023
7. Yet another look at India’s progress ?
Visualizing the Top Countries by Wealth per Person ?️https://t.co/FlaXSUbjCX pic.twitter.com/e7plLNIiO0
— Visual Capitalist (@VisualCap) October 18, 2023
8. IMF’s growth and inflation forecast.
Headline inflation continues to decelerate, from 9.2% in 2022 to 5.9% in 2023 and 4.8% in 2024, but most countries aren’t likely to return inflation to target until 2025. Read @pogourinchas' blog on the latest #WEO. https://t.co/KqxVZIiDzV pic.twitter.com/GUVQcJn7r0
— IMF (@IMFNews) October 19, 2023
9. India’s mutual fund industry is growing steadily.??
The mutual fund industry saw its assets grow from Rs. 39.88 trillion in September 2022 to Rs. 47.79 trillion in September 2023, reflecting a substantial 19.84% increase in assets compared to September 2022. https://t.co/z6dK8bT1E8
— Mint (@livemint) October 20, 2023
10. Diversity and inclusion in India’s workforce is still a cause of concern.
Is anyone surprised? Combine this with caste and religion, and this will be even starker. pic.twitter.com/XCC3BbkGV7
— Sushant Singh (@SushantSin) October 19, 2023
11. Global export by country in 2022.
All of the World’s Exports by Country, in One Chart ?️
This graphic by @genuine_impact is part of Visual Capitalist’s Creator Program, featuring work from the world’s top data-driven talent ✅https://t.co/IARArId4ZN pic.twitter.com/HipcMx7t10
— Visual Capitalist (@VisualCap) October 16, 2023
12. Who are leading countries in the global academic landscape?
Notably, the ??US takes the lead with an impressive count of 154 universities?, followed closely by the ??UK with 94. ??China's ascent, represented by 59 universities, highlights its growing significance on the global academic landscape#china #usa #uk #university #data #dataviz pic.twitter.com/Mz7WY15N6y
— Genuine Impact (@genuine_impact) September 28, 2023
13. Just 7 cos. carrying the S&P500! PE ratio of S&P7 comprising Apple Inc., Alphabet Inc., Meta Platforms Inc. Microsoft Corp., NVIDIA Corp., Amazon.com Inc. and Tesla Inc is 45 vs just 19 for the rest 493.
The PE ratio of the magnificent 7 now sits at 45.
At the PEAK of the nifty 50 bubble in the 70s, the average PE ratio for the set of mega caps was at just 41.
This also puts the mag7 at a worse equity risk premium than what was seen in the Nasdaq 100 at the top in 2000. pic.twitter.com/00lc5ksleD
— Swordfishvegetable (@Swordfishv44183) October 19, 2023
14. Count of stocks making up the aggregate value of all active mutual fund investments in India.
Our MF industry has a depth problem. There are more funds than the number of stocks they can meaningfully invest in.
Across 427 active funds, 95% of their AUM is invested in 382 stocks. 80% in just 178 stocks. pic.twitter.com/KWDmR6RrRV
— Vashistha Iyer (@uptickr) October 17, 2023
15. US Housing Affordability Index lowest since 1985!
Housing Affordability Index falls to fresh 38-year lows. Lowest since 1985. Great Scott!! @yardeni @realtors
Big leg worse in the last 5 months. pic.twitter.com/Xf5djSCwPt
— Mike Zaccardi, CFA, CMT ? (@MikeZaccardi) October 14, 2023
16. Switching jobs is no longer as lucrative as it used to be.
As imbalance between labor supply and demand gradually eases, wage growth naturally slows down; according to @ADP, slowdown has been more pronounced for job changers, resulting in smaller gap between pay increases of job switchers and job stayers; there was an 8.8pp chasm between… pic.twitter.com/Z0dRhGXLKY
— Liz Ann Sonders (@LizAnnSonders) October 13, 2023
17. 75% of debts of companies in S&P 500 is fixed. Reason why they are largely unaffected by the rate hikes.
The biggest U.S. corporations aren't that sensitive to interest rates –helping them weather the most aggressive rate-hiking cycle in decades
75% of S&P 500 debt is fixed rate–in 2007, it was just 44% –BofA pic.twitter.com/n6H9n6FHQu
— Gunjan Banerji (@GunjanJS) October 15, 2023
18. The rise and rise of Lego, one block at a time.
How innovations by Lego propelled the family-owned business to become one of Europe’s biggest corporate success stories of the past decade: https://t.co/tOdFo9SQYm pic.twitter.com/s59ZX1ARDI
— Financial Times (@FT) October 16, 2023
19. Fed’s tightest monetary policy in 4 decades.
The Fed is playing with fire here
Monetary policy is the tightest its been in 4 decades
At this rate, something is bound to break
Typical Fed pic.twitter.com/ekZ0EVMmB1
— Game of Trades (@GameofTrades_) October 16, 2023
20. The seasonality of small caps ?
I am not necessarily touting Small-Caps and seasonality IS NOT a “roadmap” – it is only an average of past results. Still, it seems like a time to be paying close attention. @sentimentrader pic.twitter.com/UihpBMfBis
— Jay Kaeppel (@jaykaeppel) October 16, 2023
21. $156 trillion of U.S. Assets look like this: ?
Visualizing $156 Trillion in U.S. Assets, by Generation ?https://t.co/cxhTnkmBs8 pic.twitter.com/uO07onbTqk
— Visual Capitalist (@VisualCap) October 17, 2023
22. Compared to S&P500 companies, Russell 2K companies in for greater debt rollover shocks in the short-term.
Debt rollover risks are far greater in the short-term for Russell 2k companies than for large caps.
And of course there are a lot more small caps operating with negative cash flow than large caps, so they may not even get to this maturity point. pic.twitter.com/yyOfaHYtT6
— Bob Elliott (@BobEUnlimited) October 16, 2023
23. Will AI replace humans? At StackOverflow, it’s evident. ?
StackOverflow is laying off 28% of its workforce.
This may be the first large layoff directly due to AI:
> people asking ChatGPT instead of StackOverflow
> usage & ad revenue declines
> having to lay people off to stay profitable / survive pic.twitter.com/tUFJ0Sxwk9— Laura Wendel (@Lauramaywendel) October 16, 2023
24. All of China’s trade.
Visualizing All of China’s Trade Partners ??
This piece by @genuine_impact is part of Visual Capitalist’s Creator Program, featuring work from the world’s top data-driven talent ✅https://t.co/zxGQ1Krkx8 pic.twitter.com/AdpjSgXuZg
— Visual Capitalist (@VisualCap) October 19, 2023
25) Treasury vs S&P 500. For the first time in US history, cash gives better returns than stocks!
Cash now earns more in interest than the S&P 500 does in earnings for the first time this century pic.twitter.com/uPlcFmhEcy
— Barchart (@Barchart) October 20, 2023
Interested in how we think about the markets?
Read more: Zen And The Art Of Investing
Watch here: All about Sectoral and Thematic Funds
Start investing through a platform that brings goal planning and investing to your fingertips. Visit kuvera.in to discover Direct Plans and Fixed Deposits and start investing today. #MutualFundSahiHai #KuveraSabseSahiHai
