What is Nifty 50? How India's Benchmark Index Works

Written by Bidita Sen

Published on August 11, 2026 | 23 min read

The word 'Nifty' is a blend of two words: 'National' and 'Fifty'. Launched on April 22, 1996.
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Key Takeaways

  • Nifty 50 measures the price performance of 50 large, liquid Indian corporate stocks.
  • NSE Indices Limited rebalances the benchmark index semi-annually based on liquidity and float.
  • The index uses the free-float market capitalisation methodology to weight individual constituent stocks.
  • Investors track Nifty 50 to assess market trends or invest via index funds.

Every trading day, news channels highlight whether Nifty is up or down. But what does this single number actually mean for your savings? Nifty 50 reflects the collective health of Indian equities, serving as a trusted barometer for individual investors and institutional managers across global financial markets.

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What is Nifty 50?

The Nifty 50 is the flagship stock market index of the National Stock Exchange of India (NSE).

Owned and managed by NSE Indices Limited (formerly known as India Index Services & Products Limited), the index tracks the behavior and performance of 50 of the largest and most liquid Indian companies listed on the exchange.

The word 'Nifty' is a blend of two words: 'National' and 'Fifty'. Launched on April 22, 1996, with a base date of November 3, 1995, and a base value set at 1,000, Nifty 50 was designed to provide a comprehensive view of the domestic equity market.

Over the decades, the index has evolved from a simple stock tracker into the foundational bedrock of the Indian financial ecosystem. It covers approximately 12 to 14 sectors of the domestic economy and represents roughly 55% to 60% of the total free-float market capitalisation of all stocks listed on the NSE.

When economic commentators state that “the market rose by two percent today,” they are almost always referring to the movement of Nifty 50 or its older counterpart, the S&P BSE Sensex. Because Nifty 50 contains blue-chip businesses across banking, technology, energy, consumer goods, and industrial manufacturing, its price level reflects broader economic trajectory, corporate earnings expectations, and institutional investor confidence.

The Historical Origin and Evolution of Nifty 50

To understand the modern structural importance of Nifty 50, one must analyse the conditions of the Indian financial sector during the early 1990s. Prior to the establishment of the National Stock Exchange, equity trading in India was fragmented, paper-based, and concentrated primarily on regional exchanges with variable liquidity.

The establishment of the NSE in 1994 introduced electronic screen-based trading, national connectivity, and modern clearing and settlement mechanisms. To complement this technological advancement, the market required an equities index that captured economic activity with strict methodology and high liquidity standards.

Key Milestones in Nifty 50 History

YearMilestone
1995Base period established on 3 November 1995, with a base value of 1,000
1996Nifty 50 formally launched by NSE on 22 April 1996
2002Shift from full market capitalisation to free-float methodology
2009Launch of passive index fund ecosystem benchmarked to Nifty 50
2019Introduction of stock concentration caps to improve diversification

When Nifty 50 was introduced in 1996, it initially used the Full Market Capitalisation method to weigh its constituents. Under this early system, the total market value of a company was calculated by multiplying its total outstanding shares by the prevailing stock price, regardless of whether those shares were actually available for public trading.

In June 2009, NSE Indices Limited shifted the index methodology to the Free-Float Market Capitalisation framework, aligning Nifty 50 with global indexing standards such as MSCI, S&P, and FTSE. This structural transition ensured that corporate holdings locked up by promoters, government bodies, or strategic venture capital funds would not artificially skew the index weightings.

How Nifty 50 Works: Free-float Market Capitalisation

The price movement of Nifty 50 is not a simple arithmetic average of the stock prices of its 50 constituents. If it were a simple average, a high-priced stock with low market value could exert an outsized influence on the index, while a low-priced stock representing a massive corporate entity would have minimal impact.

Instead, Nifty 50 uses a market-capitalisation-weighted system based on free float. Understanding this mechanism requires breaking down three fundamental financial concepts: Total Market Capitalisation, Free-Float Market Capitalisation, and the Investable Weight Factor.

1. Total Market Capitalisation

Total Market Capitalisation represents the aggregate market value of all issued and outstanding shares of a company. It is calculated as:

Total Market Capitalisation = Total Outstanding Shares * Current Market Price per Share

For instance, if Company A has issued 100 Crore total shares and the current market price is ₹500 per share, its Total Market Capitalisation is ₹50,000 Crore.

2. Identifying Non-Free-Float Shares

Not all shares issued by a company are available for daily buy and sell transactions on the stock exchange. Shares classified as non-free-float include:

  • Shareholding held by founding promoters and corporate directors.
  • Strategic cross-holdings by parent companies or associate entities.
  • Lock-in equity held by venture capital or private equity funds.
  • Sovereign holdings or equity controlled by state government bodies.
  • Shares held by employee welfare trusts.

3. Calculating Free-Float Market Capitalisation

Free float refers strictly to the proportion of total shares that are readily tradable by public retail investors, non-banking financial institutions, mutual funds, foreign portfolio investors, and domestic corporate traders.

To adjust for this, every company listed on the index is assigned an Investable Weight Factor (IWF). The IWF is a factor between 0 and 1 that represents the percentage of total shares available for public trading.

Free-Float Market Capitalisation = Total Market Capitalisation X Investable Weight Factor (IWF)

Let us consider a practical, real-world example using two hypothetical companies listed on the exchange:

MetricCompany AlphaCompany Beta
Total Shares Issued100 Crore shares200 Crore shares
Current Stock Price₹1,000₹250
Total Market Capitalisation₹1,00,000 Crore₹50,000 Crore
Promoter & Locked Holding60%20%
Publicly Tradable Float40% (IWF = 0.40)80% (IWF = 0.80)
Free-Float Market Capitalisation₹40,000 Crore₹40,000 Crore

In this scenario, despite Company Alpha having twice the total market capitalisation of Company Beta, both companies contribute equally to Nifty 50 because their free-float market capitalisations are identical at ₹40,000 Crore each.

Step-by-Step Index Value Calculation Mechanics

To understand how daily price fluctuations translate into the final Nifty 50 numerical value seen on market screens, we examine the index formula.

The formula for calculating the Nifty 50 value at any given point during market hours is:

Index Value = (Current Free-Float Market Cap of 50 Stocks / Base Market Capitalisation) X Base Index Value

Where:

  • Current Free-Float Market Cap: Sum of the free-float market capitalisation of all 50 constituent stocks calculated in real time during trading hours.

  • Base Market Capitalisation: The aggregated market capitalisation of the benchmark portfolio during the base period (November 3, 1995), adjusted continuously over time for corporate actions like stock splits, rights issues, spin-offs, and index constituent changes.

  • Base Index Value: The reference value fixed at 1,000 on the base date.

Mathematical Flow of Index Movement

  1. Real-time prices of the 50 Nifty stocks
  2. Calculate the free-float market capitalisation of each stock
  3. Add the free-float market capitalisation of all 50 stocks
  4. Divide the total by the adjusted base market capitalisation
  5. Multiply the result by the base index value of 1,000
  6. Arrive at the Nifty 50 index level

Numerical Example of Index Movement

To observe how an individual stock impacts the broader market, assume the combined free-float market capitalisation of all 50 Nifty constituents on Day One is ₹1,00,00,000 crore, and the adjusted Base Market Capitalisation is ₹5,000 crore.

On Day One: Index Value = (₹1,00,00,000 Crore / ₹5,000 Crore) * 1,000 = 20,000

Now assume that on Day Two, solid earnings reports from major banking and technology firms cause the total free-float market capitalisation of the 50 constituents to increase by 1% to ₹1,01,00,000 Crore, while the Base Market Capitalisation remains unchanged.

On Day Two: Index Value = (₹1,01,00,000 crore / ₹5,000 crore) X 1,000 = 20,200

The Nifty 50 rises by exactly 200 points (or 1%), mirroring the net performance of its constituent universe.

Eligibility Criteria for Stocks to Join Nifty 50

A stock cannot simply be chosen for inclusion in Nifty 50 based on company brand popularity or reputation. NSE Indices Limited enforces objective eligibility requirements governed by an independent Index Advisory Committee.

To be eligible for inclusion in the Nifty 50 index, a company must satisfy the following strict quantitative and regulatory standards:

Nifty 50 Inclusion Filter Pipeline

1. Listing Status: Must be listed on NSE 2. Derivative Eligibility: Traded in the F&O segment 3. Liquidity Barrier: Impact cost ≤ 0.50% 4. Float Requirement: Minimum 10% public float 5. Market Cap Rank: Top 50 by free-float market capitalisation

1. Market Capitalisation and Float

The company must rank among the top stocks in India in terms of average free-float market capitalisation over the preceding six months. Additionally, the company must maintain a minimum public shareholding of at least 10% to ensure broad share ownership.

2. Impact Cost and Liquidity Threshold

Liquidity is the most critical criteria for index stability. A stock must demonstrate exceptionally high liquidity, measured using a financial metric known as Impact Cost. Impact cost represents the institutional cost of executing a trade in a given stock relative to the prevailing market price. It reflects the execution slippage an investor incurs when buying or selling a large block of shares.

To qualify for Nifty 50:

  • The average impact cost for the stock must be equal to or less than 0.50% over the past six months.
  • This impact cost must be demonstrated for a portfolio order size of at least ₹5 Crore (₹50 million).

If executing a ₹5 crore buy order moves the market price of a stock upward by more than 0.50%, the stock is deemed insufficiently liquid for inclusion, as large institutional flows in passive index funds would cause artificial price distortion.

3. Listing and Trading History

  • The company must be incorporated in India and listed on the National Stock Exchange.
  • The stock must have a continuous trading history of at least six months on the exchange.
  • If a company undertakes an Initial Public Offering (IPO), the minimum trading history requirement is relaxed to three months, provided the firm meets all other criteria easily.

4. Availability in Derivatives Segment

A critical eligibility rule is that the stock must be eligible for trading in the Futures and Options (F&O) segment of the NSE. Stocks without active derivative contracts cannot be included in Nifty 50, as index arbitrage, hedging, and ETF market-making depend on derivative market liquidity.

Sector Composition and Weighting Rules

Nifty 50 is designed to reflect the broader economy rather than a single booming industry. To maintain structural balance, the index spans a wide array of economic sectors, with weightings that fluctuate organically based on the market valuations of constituent firms.

Key Sector Allocations in Nifty 50

While exact weights shift daily alongside equity prices, the sector allocation of Nifty 50 generally centers around several major economic drivers:

Financial Services: Banks, housing finance entities, non-banking financial companies (NBFCs), and insurance firms typically account for the largest proportion of the index weight (historically ranging between 30% and 35%).

Information Technology: Software service exporters, digital transformation providers, and IT majors form a core pillar (historically ranging between 12% and 16%).

Oil, Gas & Consumable Fuels: Integrated energy conglomerates, state oil marketing firms, and refining entities constitute a substantial portion of weight (historically between 10% and 13%).

Fast-Moving Consumer Goods (FMCG): Personal care, packaged food, and staple consumer goods manufacturers provide defensive balance during market downturns (historically between 8% and 10%).

Automobiles and Auto Components: Passenger vehicle, commercial truck, and two-wheeler manufacturers reflect domestic discretionary consumer demand (historically between 6% and 8%).

Healthcare & Pharmaceuticals: Drug manufacturers and hospital chains provide stable non-cyclical weight.

Metals, Mining & Construction Materials: Steel producers, cement firms, and engineering conglomerates align the index with physical capital expenditure.

Capping Rules and Single-Stock Limits

To prevent a single massive corporation or a single dominant sector from overwhelming the index trajectory, NSE Indices Limited enforces structural weighting constraints:

  • No single stock can hold an unrestricted weight that destabilizes passive tracking.
  • During quarterly rebalancing reviews, index managers verify that individual stock weights remain within prudent operational thresholds.
  • This policy prevents isolated volatility in one large corporate stock from artificially dictating the value of the broader benchmark index.

Index Governance: Rebalancing and Maintenance Mechanics

The corporate landscape is not static. Older firms may contract due to technological disruption or slowing growth, while agile new-age enterprises rapidly expand their market capitalisation and liquidity.

To ensure that Nifty 50 accurately reflects the top tier of Indian commerce, the index undergoes a formal semi-annual rebalancing process.

Nifty 50 Governance Schedule

Review PeriodImplementation Date
January–June DataLast working day of September
July–December DataLast working day of March

1. Semi-Annual Rebalancing Protocol

The Index Advisory Committee meets twice a year to review constituent performance:

First Review Period: Uses market data from July to December, with changes taking effect on the last working day of March.

Second Review Period: Uses market data from January to June, with changes taking effect on the last working day of September.

During these reviews, companies that no longer meet the liquidity, impact cost, or free-float ranking requirements are removed from Nifty 50.

Similarly, rapidly growing companies that have climbed into the top rank of free-float size and meet all derivative criteria are added.

When a stock is removed during rebalancing, passive index funds and ETFs tracking Nifty 50 automatically sell their holdings in that stock. Concurrently, these funds purchase shares of the incoming constituent to mirror the updated index weightings. The outgoing stock typically transitions down into the Nifty Next 50 index.

2. Corporate Action Adjustments

Throughout the year, companies in the index execute corporate actions such as stock splits, bonus share issues, rights offerings, equity spin-offs, and mergers.

NSE Indices Limited makes immediate adjustments to the Base Market Capitalisation divisor whenever a corporate action occurs. This ensures that a stock split—which cuts a company's share price in half while doubling its total share count—does not cause a false point drop in the Nifty 50 index level.

Price Return Index (PRI) vs. Total Return Index (TRI)

When evaluating the returns of Nifty 50, investors must distinguish between the Price Returns Index (PRI) and the Total Returns Index (TRI).

Price Returns Index (PRI): Capital growth calculated purely based on the price appreciation of the 50 constituent stocks, ignoring dividend payouts.

Total Returns Index (TRI): Reflects price appreciation plus the full reinvestment of all cash dividends declared by the 50 constituent companies.

Historically, published market indices only reflected the Price Return Index. However, the Securities and Exchange Board of India (SEBI) mandated that all mutual funds compare their performance against the Total Returns Index (TRI). This rule ensures that active fund managers are evaluated against a comprehensive performance standard that includes dividend yield.

Nifty 50 vs. BSE Sensex: A Comparative Analysis

Investors often ask about the difference between Nifty 50 and the S&P BSE Sensex. While both serve as primary equity benchmarks for the Indian stock market and demonstrate a historical correlation close to 0.98, key structural differences exist between them.

Structural MetricNifty 50S&P BSE Sensex
Primary ExchangeNational Stock Exchange (NSE)BSE Limited (BSE)
Number of Constituents50 companies30 companies
Launch Year19961986
Base Year & ValueBase year: 1995Base value: 1,000
Calculation MethodologyFree-float market capitalisationFree-float market capitalisation
Sector DiversityBroader (12 to 14 sectors)Narrower (10 to 12 sectors)
Derivatives VolumeGlobal leader in index contractsLower liquidity in derivative contracts

1. Breadth and Diversification

With 50 constituent stocks compared to Sensex’s 30, Nifty 50 offers broader coverage of mid-tier large-cap corporations. This wider footprint gives Nifty 50 a slightly superior statistical representation of broader industrial and service sectors.

2. Liquidity and Derivatives Dominance

While Sensex holds historical longevity, having been established a decade earlier in 1986, Nifty 50 dominates the institutional derivatives ecosystem. Index futures and options based on Nifty 50 trade at massive global volumes on both the NSE in Mumbai and NSE IX in GIFT City, making it the primary trading benchmark for domestic mutual funds and international foreign portfolio investors (FPIs).

The Broader Family of Nifty Indices

Nifty 50 does not exist in isolation. NSE Indices Limited maintains a comprehensive family of indices built around different market capitalisation tiers, sectors, and investment strategies.

NSE Index Family Framework

Broad Market Indices

  • Nifty 50
  • Nifty Next 50
  • Nifty Midcap 100
  • Nifty Smallcap 100

Sectoral Indices

  • Nifty Bank
  • Nifty IT
  • Nifty Pharma
  • Nifty FMCG

Strategy & Thematic Indices

  • Nifty 50 Equal Weight
  • Nifty High Dividend Yield
  • Nifty Alpha 50
  • Nifty Quality 30

1. Broad Market Indices

Nifty Next 50: Comprises the 50 companies listed on the NSE that rank directly below the Nifty 50 in terms of free-float market capitalisation. These firms represent the potential candidates for future inclusion in Nifty 50.

Nifty 100: Combines the Nifty 50 and Nifty Next 50 to track the top 100 large-cap enterprises in India.

Nifty Midcap 100: Tracks the performance of 100 medium-sized enterprises, offering exposure to mid-tier growth companies.

Nifty Smallcap 100: Tracks emerging small-cap companies with smaller asset bases and higher growth volatility.

2. Sectoral Indices

NSE Indices Limited calculates real-time sector indices to help investors assess specific industry trends. While Nifty 50 spans 12 to 14 sectors, specialized sectoral indices offer focused exposure:

Nifty Bank: Tracks the liquid banking stocks in the Indian market.

Nifty IT: Focuses exclusively on premier technology service companies.

Nifty Auto, Nifty FMCG, and Nifty Pharma: Provide targeted benchmarks for their respective industrial sectors.

3. Factor and Smart Beta Indices

Nifty 50 Equal Weight: Holds the exact same 50 stocks as Nifty 50, but assigns an equal weight of 2% to every stock at each rebalancing cycle, eliminating market-cap weighting bias.

Nifty 50 Value 20: Selects 20 companies from Nifty 50 based on value metrics like low Price-to-Earnings (P/E) and high Dividend Yield.

How Investors Can Access and Invest in Nifty 50

An individual investor cannot directly purchase points of an abstract index like Nifty 50. However, there are several standardized financial instruments available in India that allow investors to gain direct financial exposure to the total performance of Nifty 50.

Investment Channels for Nifty 50 Exposure

Investment ChannelDescription
Index Mutual FundsDirect and regular passive mutual funds
Exchange-Traded Funds (ETFs)Real-time trading on stock exchanges
Derivative ContractsFutures and options trading
Direct Stock CreationBuying Nifty 50 constituent stocks individually

1. Nifty 50 Index Mutual Funds

Index funds are passive mutual fund schemes managed by Asset Management Companies (AMCs). The fund manager pools capital from retail investors and buys all 50 constituent stocks of Nifty 50 in the exact proportion as their index weights.

Key Advantage: Allows small retail investors to invest systematically via monthly Systematic Investment Plans (SIPs) starting with as little as ₹500.

Low Cost: Because the fund manager simply replicates an existing list without hiring active stock-picking research teams, the Total Expense Ratio (TER) of direct index funds is very low, typically ranging between 0.05% and 0.20% per annum.

2. Exchange-Traded Funds (ETFs)

Nifty 50 ETFs are passive funds that trade directly on stock exchange screens like individual corporate equities during market hours.

Mechanism: Investors can buy and sell units of a Nifty 50 ETF instantaneously using a standard Demat and trading account at prevailing real-time market prices.

Tracking Error: ETFs offer minimal tracking error—the slight percentage divergence between the performance of the benchmark index and the net asset value (NAV) of the fund—making them a preferred vehicle for institutional capital.

3. Derivative Contracts (Futures and Options)

Traders and institutional funds trade derivative contracts based on Nifty 50 in the F&O segment. Futures Contracts: Agreements to buy or sell the entire Nifty 50 basket at a predetermined price on a specified future date.

Options Contracts: Financial derivatives granting the buyer the right, but not the obligation, to purchase (Call Option) or sell (Put Option) the index at a set strike price.

Usage: Used primarily by institutional treasury desks for portfolio hedging, risk management, and tactical market exposure.

Key Index Financial Ratios

To evaluate whether the Nifty 50 is trading at elevated or attractive valuation levels relative to history, analysts evaluate key market metrics published daily by the National Stock Exchange.

1. Price-to-Earnings Ratio (P/E)

The Nifty 50 P/E ratio indicates how much money investors are paying for every ₹1 of net corporate profit generated by the 50 constituent companies combined. Nifty P/E = Total Free-Float Market Value of 50 Stocks / Combined Net Profits of 50 Stocks

Historically, a standalone Nifty 50 earnings P/E ratio above 25 indicated elevated market valuations, while a P/E ratio below 18 reflected undervalued market conditions. In late 2020, NSE switched its official P/E calculation methodology from standalone earnings to consolidated corporate earnings to present a clearer operational picture.

2. Price-to-Book Ratio (P/B)

The P/B ratio compares the total market capitalisation of Nifty 50 against the net asset value (book value) recorded on the consolidated balance sheets of its constituent firms.

Nifty P/B = Total Free-Float Market Value of 50 Stocks / Combined Net Book Value of 50 Stocks A higher P/B ratio reflects strong investor optimism regarding future return on equity (ROE) and asset utilization, whereas a lower P/B ratio signals capital preservation trading or market stress.

3. Dividend Yield

The dividend yield of Nifty 50 indicates the annual cash dividend return generated by the 50 constituent companies relative to the index market level.

Nifty Dividend Yield = (Total Cash Dividends Paid by 50 Stocks in 12 Months / Total Free-Float Market Value) * 100

When stock prices decline during broader market corrections, the dividend yield naturally rises, offering income-focused long-term investors a valuation floor.

The Strategic Role of Nifty 50 in Modern Portfolios

For both retail investors and institutional fund managers, Nifty 50 serves multiple strategic purposes within wealth management frameworks.

Operational Roles of Nifty 50

  1. Equity Barometer Tracks the broader market's direction, economic pulse and corporate earnings health.

  2. Active Fund Benchmark Helps assess whether actively managed funds outperform or underperform the market.

  3. Passive Investment Core Provides a basis for passive investment products designed to track market returns at relatively low costs.

1. The Ultimate Benchmark for Active Managers

Under regulations established by the Securities and Exchange Board of India (SEBI), active equity mutual funds in the large-cap category must benchmark their financial performance against a broad market index like Nifty 50 or Nifty 100.

If an active mutual fund manager charges an annual management fee of 1.50% but delivers lower capital growth over a 5-year period than the Nifty 50 index, investors can easily observe that active stock selection failed to generate positive excess return (alpha) over the low-cost benchmark.

2. The Core-and-Satellite Investment Strategy

Financial planners frequently utilize Nifty 50 as the stable 'Core' component of an equity investment portfolio.

In a classic Core-and-Satellite allocation:

Core Portfolio (60% to 70%): Allocated to low-cost Nifty 50 index funds or ETFs. This secures broad exposure to blue-chip Indian corporate growth with zero stock-selection risk.

Satellite Portfolio (30% to 40%): Allocated to selective active mutual funds, sectoral strategies, or individual growth stocks to generate extra capital appreciation.

This strategy lowers overall portfolio fee drag while preserving long-term capital stability across economic market cycles.

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Call Out

The Nifty 50 is far more than a fluctuating number on a trading screen; it represents the structural core of Indian capital markets. By utilizing a free-float market capitalisation methodology, maintaining strict liquidity thresholds through impact cost measures, and conducting semi-annual rebalancing, the index offers a transparent reflection of the nation's premier corporate leaders.

For individual investors and global institutions alike, understanding how Nifty 50 operates—from constituent selection criteria to index calculation mechanics—is essential for navigating domestic equities.

Whether utilized as an economic barometer, a benchmark for active portfolio managers, or a foundation for passive wealth accumulation via index funds and ETFs, Nifty 50 remains an essential cornerstone of modern financial decision-making in India.

FAQs

What is Nifty 50 and how does it work?

Nifty 50 is NSE’s flagship index tracking 50 large and liquid Indian companies. It is weighted based on free-float market capitalisation.

How is the Nifty 50 index calculated?

Nifty 50 is calculated using the free-float market capitalisation of its 50 constituents relative to the adjusted base market capitalisation and a base value of 1,000.

What is the free-float market capitalisation method in Nifty 50?

It considers only the market value of shares readily available for public trading, rather than a company’s total outstanding shares.

How are stocks selected for the Nifty 50?

Stocks must meet NSE’s eligibility requirements, including listing, liquidity, free-float and F&O eligibility criteria, before being considered for inclusion.

How often is the Nifty 50 rebalanced?

Nifty 50 is reviewed and rebalanced semi-annually, with changes generally implemented in March and September.

What is the difference between Nifty 50 and Sensex?

Nifty 50 tracks 50 companies listed on NSE, while the S&P BSE Sensex tracks 30 companies listed on BSE. Both are major Indian equity benchmarks.

How can I invest in the Nifty 50?

Investors can gain Nifty 50 exposure through index mutual funds, exchange-traded funds (ETFs) and Nifty 50 derivatives. The index itself cannot be purchased directly.

What is the difference between Nifty 50 PRI and TRI?

The Price Return Index (PRI) reflects changes in constituent stock prices, while the Total Return Index (TRI) also accounts for dividends reinvested in the index.

About Author

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Bidita Sen

Senior Editor

Bidita Sen has spent over a decade first understanding the complex language of finance, then translating it into something humans can actually read. After a career spent chasing market trends, she now prefers chasing ghosts. When she's not working, you’ll find her reading or re-watching the Paranormal Activity series. Because, real-life math is much scarier than a haunted house.

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