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Twitter Inc. (NYSE:TWTR)

This company has been moved to the archive! The financial data has not been updated since July 26, 2022.

Analysis of Goodwill and Intangible Assets

Microsoft Excel

Goodwill and Intangible Asset Disclosure

Twitter Inc., balance sheet: goodwill and intangible assets

US$ in thousands

Microsoft Excel
Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018 Dec 31, 2017
Goodwill 1,301,520 1,312,346 1,256,699 1,227,269 1,188,935
Patents and developed technologies 106,261 110,153 96,636 93,211 93,511
Assembled workforce 23,500 — — — —
Publisher and advertiser relationships — — — 9,300 9,300
Other — 1,800 — — —
Intangible assets, gross carrying value 129,761 111,953 96,636 102,511 102,811
Accumulated amortization (60,437) (53,615) (41,530) (57,486) (53,157)
Intangible assets, net carrying value 69,324 58,338 55,106 45,025 49,654
Goodwill and intangible assets 1,370,844 1,370,684 1,311,805 1,272,294 1,238,589

Based on: 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31), 10-K (reporting date: 2017-12-31).


The total valuation of goodwill and intangible assets demonstrated a consistent upward trajectory over the five-year period ending December 31, 2021, increasing from $1,238.6 million to $1,370.8 million. This growth was primarily driven by the substantial weight of goodwill, which constitutes the vast majority of these non-physical assets.

Goodwill Analysis
Goodwill exhibited a steady increase from $1,188.9 million in 2017 to a peak of $1,312.3 million in 2020. A slight contraction occurred in 2021, with the value decreasing to $1,301.5 million, suggesting a stabilization or minor adjustment in the valuation of acquired premiums.
Intangible Asset Composition and Evolution
The gross carrying value of intangible assets showed a fluctuating trend, declining from $102.8 million in 2017 to $96.6 million in 2019, before rising sharply to $129.8 million by 2021. This evolution is marked by the introduction of an assembled workforce asset valued at $23.5 million in 2021 and the complete removal of publisher and advertiser relationships, which were last recorded at $9.3 million in 2018. Patents and developed technologies remained the primary component, peaking at $110.2 million in 2020.
Amortization and Net Carrying Value
Accumulated amortization showed a general upward trend, ending at $60.4 million in 2021, although a significant decrease to $41.5 million was recorded in 2019. Despite the accumulation of amortization, the net carrying value of intangible assets grew from $49.7 million in 2017 to $69.3 million in 2021, indicating that the acquisition or development of new intangible assets outpaced the amortization expense over the period.

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Adjustments to Financial Statements: Removal of Goodwill

Twitter Inc., Financial Data: Reported vs. Adjusted

Twitter Inc., adjustments to financial statements

US$ in thousands

Microsoft Excel
Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018 Dec 31, 2017
Adjustment to Total Assets
Total assets (as reported) 14,059,516 13,379,090 12,703,389 10,162,572 7,412,477
Less: Goodwill 1,301,520 1,312,346 1,256,699 1,227,269 1,188,935
Total assets (adjusted) 12,757,996 12,066,744 11,446,690 8,935,303 6,223,542
Adjustment to Stockholders’ Equity
Stockholders’ equity (as reported) 7,307,199 7,970,082 8,704,386 6,805,594 5,047,218
Less: Goodwill 1,301,520 1,312,346 1,256,699 1,227,269 1,188,935
Stockholders’ equity (adjusted) 6,005,679 6,657,736 7,447,687 5,578,325 3,858,283

Based on: 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31), 10-K (reporting date: 2017-12-31).


An analysis of the financial position between 2017 and 2021 reveals a consistent expansion of the asset base, coupled with a fluctuating equity trend that peaked in 2019. The adjustment to remove goodwill and intangible assets provides a more conservative view of the company's tangible resource base and net worth.

Total Asset Trajectory
Reported total assets grew steadily from 7.41 billion US dollars in 2017 to 14.06 billion US dollars in 2021. When adjusted for goodwill and intangibles, the asset base also followed a positive growth trend, rising from 6.22 billion US dollars to 12.76 billion US dollars over the same period. The consistent growth in adjusted assets suggests that the expansion of the balance sheet was driven primarily by tangible assets rather than acquisitions or intangible valuations.
Stockholders' Equity Trends
A non-linear trend is observed in stockholders' equity. Both reported and adjusted equity increased significantly from 2017 through 2019, with reported equity peaking at 8.70 billion US dollars. However, a contraction occurred in 2020 and 2021, with reported equity declining to 7.31 billion US dollars. This decline is mirrored in the adjusted figures, which fell from a peak of 7.45 billion US dollars in 2019 to 6.01 billion US dollars by the end of 2021.
Impact of Goodwill Removal
The delta between reported and adjusted figures represents the value of goodwill and intangible assets. This value remained relatively stable throughout the five-year period, ranging from approximately 1.19 billion US dollars in 2017 to 1.30 billion US dollars in 2021. The stability of this gap indicates that no significant new goodwill was recognized through large-scale acquisitions, nor were there substantial impairment charges recorded during this timeframe.
Comparative Asset-to-Equity Relationship
The removal of goodwill reduces both total assets and stockholders' equity by an almost identical amount. This adjustment reveals that the tangible equity base is lower than the reported figures, highlighting a reliance on intangible valuations to bolster the reported book value. Despite the adjustment, the proportional relationship between assets and equity remains consistent, as both metrics experienced their peak valuations in the 2019 fiscal year before entering a downward trend.

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Adjusted Financial Ratios: Removal of Goodwill (Summary)

Twitter Inc., Financial Ratios: Reported vs. Adjusted

Twitter Inc., adjusted financial ratios

Microsoft Excel
Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018 Dec 31, 2017
Total Asset Turnover
Reported total asset turnover 0.36 0.28 0.27 0.30 0.33
Adjusted total asset turnover 0.40 0.31 0.30 0.34 0.39
Financial Leverage
Reported financial leverage 1.92 1.68 1.46 1.49 1.47
Adjusted financial leverage 2.12 1.81 1.54 1.60 1.61
Return on Equity (ROE)
Reported ROE -3.03% -14.25% 16.84% 17.71% -2.14%
Adjusted ROE -3.69% -17.06% 19.68% 21.61% -2.80%
Return on Assets (ROA)
Reported ROA -1.57% -8.49% 11.54% 11.86% -1.46%
Adjusted ROA -1.74% -9.41% 12.80% 13.49% -1.74%

Based on: 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31), 10-K (reporting date: 2017-12-31).


The removal of goodwill and intangible assets from the balance sheet results in a consistent upward adjustment of asset efficiency and leverage ratios, while amplifying the volatility of profitability metrics. This divergence between reported and adjusted figures highlights the significant weight that non-physical assets exert on the overall financial representation of the company.

Total Asset Turnover
An increase in turnover is observed across all periods when intangible assets are excluded. The adjusted ratio reached its peak at 0.40 in 2021, compared to a reported 0.36. A general trend of decline occurred from 2017 to 2019, followed by a recovery in 2020 and 2021, suggesting improved asset utilization relative to the tangible asset base in the final two years of the period.
Financial Leverage
Financial leverage exhibits a steady upward trajectory, particularly accelerating after 2019. The adjusted leverage consistently exceeds the reported figures, reaching 2.12 in 2021. This indicates that the company's reliance on debt is more pronounced when measured against its tangible assets than when measured against its total asset base.
Return on Equity (ROE)
ROE demonstrates significant volatility over the analyzed period. The exclusion of goodwill and intangible assets amplifies the magnitude of both positive and negative returns. For example, the peak profitability in 2018 increased from a reported 17.71% to an adjusted 21.61%, while the loss in 2020 deepened from -14.25% to -17.06%.
Return on Assets (ROA)
ROA follows a similar pattern of volatility as ROE, reflecting fluctuations in net income. The adjusted ROA is consistently higher in absolute terms than the reported ROA, indicating a higher return or loss per unit of tangible assets. The trend shows a movement from a significant trough in 2020 toward a near-breakeven position of -1.74% by December 31, 2021.

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Adjusted Total Asset Turnover

Microsoft Excel
Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018 Dec 31, 2017
As Reported
Selected Financial Data (US$ in thousands)
Revenue 5,077,482 3,716,349 3,459,329 3,042,359 2,443,299
Total assets 14,059,516 13,379,090 12,703,389 10,162,572 7,412,477
Activity Ratio
Total asset turnover1 0.36 0.28 0.27 0.30 0.33
Adjusted for Goodwill
Selected Financial Data (US$ in thousands)
Revenue 5,077,482 3,716,349 3,459,329 3,042,359 2,443,299
Adjusted total assets 12,757,996 12,066,744 11,446,690 8,935,303 6,223,542
Activity Ratio
Adjusted total asset turnover2 0.40 0.31 0.30 0.34 0.39

Based on: 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31), 10-K (reporting date: 2017-12-31).

2021 Calculations

1 Total asset turnover = Revenue ÷ Total assets
= 5,077,482 ÷ 14,059,516 = 0.36

2 Adjusted total asset turnover = Revenue ÷ Adjusted total assets
= 5,077,482 ÷ 12,757,996 = 0.40


A consistent upward trajectory in total assets is observed between 2017 and 2021. Reported total assets grew from 7,412,477 thousand US$ to 14,059,516 thousand US$, while adjusted total assets increased from 6,223,542 thousand US$ to 12,757,996 thousand US$. The gap between reported and adjusted figures, representing goodwill and intangible assets, remained relatively stable throughout the period, fluctuating between approximately 1.19 billion and 1.31 billion US$.

Asset Growth and Composition
Total assets expanded significantly over the five-year period, nearly doubling by 2021. The adjusted asset base followed a similar growth pattern, indicating that the increase in the company's size was driven primarily by tangible or operating assets rather than a surge in acquisitions or the recognition of new intangible assets.
Reported Total Asset Turnover
The reported turnover ratio exhibited a U-shaped trend, declining from 0.33 in 2017 to a low of 0.27 in 2019, before recovering strongly to reach 0.36 by 2021. This suggests a period of declining asset efficiency followed by a significant improvement in revenue generation relative to the total asset base.
Adjusted Total Asset Turnover
The adjusted turnover ratio consistently outperformed the reported ratio in every year analyzed. Starting at 0.39 in 2017, it dipped to 0.30 in 2019 and subsequently climbed to 0.40 in 2021. The higher values in the adjusted ratio demonstrate that the company's core operating assets are more efficient at generating revenue than the total asset base including intangibles.

The divergence between reported and adjusted turnover ratios highlights the impact of goodwill and intangible assets on perceived operational efficiency. Because the adjusted turnover is consistently higher, it is evident that these non-operating assets dilute the reported asset turnover. The simultaneous recovery of both ratios from 2019 to 2021 indicates a broad improvement in the company's ability to utilize its asset base to drive revenue growth.

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Adjusted Financial Leverage

Microsoft Excel
Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018 Dec 31, 2017
As Reported
Selected Financial Data (US$ in thousands)
Total assets 14,059,516 13,379,090 12,703,389 10,162,572 7,412,477
Stockholders’ equity 7,307,199 7,970,082 8,704,386 6,805,594 5,047,218
Solvency Ratio
Financial leverage1 1.92 1.68 1.46 1.49 1.47
Adjusted for Goodwill
Selected Financial Data (US$ in thousands)
Adjusted total assets 12,757,996 12,066,744 11,446,690 8,935,303 6,223,542
Adjusted stockholders’ equity 6,005,679 6,657,736 7,447,687 5,578,325 3,858,283
Solvency Ratio
Adjusted financial leverage2 2.12 1.81 1.54 1.60 1.61

Based on: 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31), 10-K (reporting date: 2017-12-31).

2021 Calculations

1 Financial leverage = Total assets ÷ Stockholders’ equity
= 14,059,516 ÷ 7,307,199 = 1.92

2 Adjusted financial leverage = Adjusted total assets ÷ Adjusted stockholders’ equity
= 12,757,996 ÷ 6,005,679 = 2.12


Total assets experienced consistent growth from 2017 through 2021, while stockholders' equity peaked in 2019 before entering a period of decline. The persistent difference between reported and adjusted figures indicates a significant concentration of goodwill and intangible assets on the balance sheet.

Asset and Equity Trends
Reported total assets rose from 7.41 billion USD in 2017 to 14.06 billion USD in 2021. Adjusted total assets mirrored this growth, moving from 6.22 billion USD to 12.76 billion USD over the same period. Stockholders' equity reached a maximum in 2019 at 8.70 billion USD (reported) and 7.45 billion USD (adjusted), subsequently decreasing to 7.31 billion USD and 6.01 billion USD by the end of 2021.
Financial Leverage Analysis
Reported financial leverage remained stable between 1.46 and 1.49 from 2017 to 2019, before increasing sharply to 1.68 in 2020 and 1.92 in 2021. Adjusted financial leverage followed a similar trajectory but at a higher magnitude, decreasing slightly from 1.61 in 2017 to 1.54 in 2019, then rising steeply to 2.12 by 2021.
Impact of Intangibles on Leverage
Adjusted financial leverage consistently exceeded reported leverage in every period analyzed. The disparity demonstrates that when goodwill and intangible assets are removed, the company's reliance on debt relative to its tangible asset base is higher than the standard reported ratios suggest. This gap became more pronounced between 2020 and 2021, indicating an increase in financial risk when viewed through the lens of tangible capital.

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Adjusted Return on Equity (ROE)

Microsoft Excel
Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018 Dec 31, 2017
As Reported
Selected Financial Data (US$ in thousands)
Net income (loss) (221,409) (1,135,626) 1,465,659 1,205,596 (108,063)
Stockholders’ equity 7,307,199 7,970,082 8,704,386 6,805,594 5,047,218
Profitability Ratio
ROE1 -3.03% -14.25% 16.84% 17.71% -2.14%
Adjusted for Goodwill
Selected Financial Data (US$ in thousands)
Net income (loss) (221,409) (1,135,626) 1,465,659 1,205,596 (108,063)
Adjusted stockholders’ equity 6,005,679 6,657,736 7,447,687 5,578,325 3,858,283
Profitability Ratio
Adjusted ROE2 -3.69% -17.06% 19.68% 21.61% -2.80%

Based on: 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31), 10-K (reporting date: 2017-12-31).

2021 Calculations

1 ROE = 100 × Net income (loss) ÷ Stockholders’ equity
= 100 × -221,409 ÷ 7,307,199 = -3.03%

2 Adjusted ROE = 100 × Net income (loss) ÷ Adjusted stockholders’ equity
= 100 × -221,409 ÷ 6,005,679 = -3.69%


The financial trajectory from 2017 through 2021 is characterized by a period of equity expansion followed by a steady contraction, alongside significant volatility in profitability metrics. The presence of goodwill and intangible assets created a consistent divergence between reported and adjusted financial positions.

Equity Valuation Trends
Reported stockholders' equity grew from 5.05 billion USD in 2017 to a peak of 8.70 billion USD in 2019, before declining to 7.31 billion USD by the end of 2021. Adjusted stockholders' equity mirrored this trend, rising from 3.86 billion USD in 2017 to a peak of 7.45 billion USD in 2019, and subsequently falling to 6.01 billion USD in 2021. The consistent difference between these two figures confirms that a significant portion of the company's book value is comprised of intangible assets and goodwill.
Return on Equity (ROE) Magnification
The removal of intangible assets from the equity base resulted in a magnification of the ROE across all observed periods. In 2018 and 2019, when the company was profitable, the adjusted ROE was higher than the reported ROE, peaking at 21.61% in 2018. Conversely, in years of negative returns, such as 2017, 2020, and 2021, the adjusted ROE showed a more pronounced decline than the reported figures, notably reaching -17.06% in 2020 compared to the reported -14.25%.
Operational Performance Patterns
A sharp reversal in performance occurred between 2019 and 2020, shifting from strong positive returns to substantial losses. The adjusted ROE highlights that the company's ability to generate returns on its tangible equity base is highly volatile. While there was a slight recovery toward the baseline in 2021, the adjusted ROE remained negative at -3.69%, indicating that the company had not yet returned to the profitability levels seen in the 2018-2019 period.

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Adjusted Return on Assets (ROA)

Microsoft Excel
Dec 31, 2021 Dec 31, 2020 Dec 31, 2019 Dec 31, 2018 Dec 31, 2017
As Reported
Selected Financial Data (US$ in thousands)
Net income (loss) (221,409) (1,135,626) 1,465,659 1,205,596 (108,063)
Total assets 14,059,516 13,379,090 12,703,389 10,162,572 7,412,477
Profitability Ratio
ROA1 -1.57% -8.49% 11.54% 11.86% -1.46%
Adjusted for Goodwill
Selected Financial Data (US$ in thousands)
Net income (loss) (221,409) (1,135,626) 1,465,659 1,205,596 (108,063)
Adjusted total assets 12,757,996 12,066,744 11,446,690 8,935,303 6,223,542
Profitability Ratio
Adjusted ROA2 -1.74% -9.41% 12.80% 13.49% -1.74%

Based on: 10-K (reporting date: 2021-12-31), 10-K (reporting date: 2020-12-31), 10-K (reporting date: 2019-12-31), 10-K (reporting date: 2018-12-31), 10-K (reporting date: 2017-12-31).

2021 Calculations

1 ROA = 100 × Net income (loss) ÷ Total assets
= 100 × -221,409 ÷ 14,059,516 = -1.57%

2 Adjusted ROA = 100 × Net income (loss) ÷ Adjusted total assets
= 100 × -221,409 ÷ 12,757,996 = -1.74%


Analysis of asset growth and return metrics reveals a consistent expansion of the balance sheet alongside significant volatility in profitability over the five-year period ending December 31, 2021.

Asset Base Evolution
Reported total assets grew steadily from US$ 7.41 billion in 2017 to US$ 14.06 billion in 2021. Adjusted total assets followed a similar upward trajectory, increasing from US$ 6.22 billion to US$ 12.76 billion. The gap between reported and adjusted assets remained relatively consistent, indicating that goodwill and intangible assets represent a significant and stable portion of the total asset base throughout the analyzed timeframe.
Return on Assets (ROA) Trends
Profitability metrics exhibited substantial volatility. A negative reported ROA of -1.46% in 2017 was followed by a sharp increase to 11.86% in 2018 and 11.54% in 2019. A significant downturn occurred in 2020, with the reported ROA falling to -8.49%, before a slight recovery to -1.57% in 2021.
Impact of Asset Adjustments
The removal of intangible assets from the asset base consistently amplified the ROA results. During periods of profitability, such as 2018 and 2019, the adjusted ROA was higher than the reported ROA, peaking at 13.49% in 2018. During periods of losses, the adjusted ROA was more deeply negative than the reported figure, most notably in 2020 when the adjusted ROA reached -9.41%. This indicates that the exclusion of goodwill and intangible assets increases the sensitivity of the return metric to changes in earnings.

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