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JPMorganChase's U.S. broker-dealers are supervised and regulated by the Securities and Exchange Commission ("SEC") and the Financial Industry Regulatory Authority ("FINRA"). Subsidiaries of the Firm that engage in certain futures-related and swaps-related activities are supervised and regulated by the Commodity Futures... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 682 | 3 |
Holding company as a source of strength.
JPMorgan Chase & Co. is required to serve as a source of financial strength for its depository institution subsidiaries and to commit resources to support those subsidiaries, including when directed to do so by the Federal Reserve.
Regulation of acquisitions
. Acquisitions by... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 767 | 2 |
The Federal Deposit Insurance Corporation Improvement Act of 1991 requires the relevant federal banking regulator to take "prompt corrective action" with respect to a depository institution if that institution does not meet certain
3
Part I
capital adequacy standards. The Federal Reserve is also authorized to take a... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 619 | 2 |
matters. These laws, rules and regulations are constantly evolving, subject to interpretation, remain a focus of regulators globally, may be enforced by private parties or government bodies, and continue to have a significant impact on all of the Firm's businesses and operations.
For example, the Digital Operational R... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 638 | 2 |
The Firm's compensation practices are subject to oversight by the Federal Reserve, as well as other agencies. The Federal Reserve has jointly issued guidance with the FDIC and the OCC that is designed to ensure that incentive compensation paid by banking organizations does not encourage imprudent risk-taking that threa... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 785 | 3 |
(c)
Presented as a percentage of the respective populations who self-identified gender, which was 99% of each of the Firm's total global employees and senior level employees, and all members of the Operating Committee and the Board of Directors.
(d)
Presented as a percentage of total U.S.-based employees, total U.S.... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 762 | 3 |
The principal risk factors that could adversely affect JPMorganChase's business, results of operations, financial condition, capital position, liquidity, competitive position or reputation include:
•
Regulatory
risks, including the impact that applicable laws, rules and regulations in the highly-regulated and superv... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 762 | 6 |
risks, including risks associated with JPMorganChase's dependence on its operational systems and its employees, as well as the systems and employees of third parties, market participants and service providers; the potential negative effects of failing to identify and address operational risks related to the failure of ... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 766 | 4 |
JPMorganChase is a financial services firm with operations worldwide. JPMorganChase must comply with the laws, rules and regulations that apply to its operations in all of the jurisdictions around the world in which it does business, and financial services firms such as JPMorganChase are subject to extensive and consta... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 745 | 5 |
•
the financial services regulatory and supervisory framework in a particular jurisdiction may favor financial institutions that are based in that jurisdiction.
These types of differences in the regulatory and supervisory framework can result in JPMorganChase losing market share to competitors that are less regulated... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 765 | 4 |
JPMorganChase is subject to heightened oversight and scrutiny from regulatory authorities in many jurisdictions. JPMorganChase has paid significant fines, provided other monetary relief, incurred other
| 12 | | |
penalties and experienced other repercussions in connection with resolving investigations and enforceme... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 800 | 4 |
uncertainty concerning the enforceability of intellectual property rights or contractual or other obligations
•
difficulty in competing in economies in which the government controls or protects all or a portion of the local economy or specific businesses, or where graft or corruption may be pervasive
•
the threat o... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 681 | 5 |
harm to its reputation arising from public criticism, including from politicians, activists and other stakeholders.
JPMorganChase has been prohibited from engaging in certain business activities in specific jurisdictions as a result of these types of governmental actions, and there is no assurance that it will not fac... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 787 | 3 |
The preferred "single point of entry" strategy under JPMorganChase's resolution plan contemplates that the Parent Company would enter bankruptcy proceedings and JPMorganChase's material subsidiaries would be recapitalized, as needed, so that they could continue normal operations or subsequently be divested or wound dow... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 796 | 2 |
cause JPMorganChase to refrain from engaging in business opportunities that it might otherwise pursue.
These factors could lead to:
•
slower growth rates, rising inflation or recession
•
disruptions in labor markets
•
greater market volatility
| | | 15 |
Part I
•
a contraction of available credit and the w... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 757 | 4 |
consumer and small business confidence levels, and
•
changes in consumer spending or in the level of consumer debt.
Heightened levels of unemployment or underemployment that result in reduced personal and household income could negatively affect consumer credit performance to the extent that consumers are less able ... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 703 | 5 |
dispose of portions of credit commitments at a loss, or hold larger residual positions in credit commitments that cannot be sold at favorable prices.
The fees that JPMorganChase earns from managing client assets or holding assets under custody for clients could be diminished by declining asset values
or other adverse... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 769 | 5 |
•
losses on available-for-sale ("AFS") securities held in the investment securities portfolio
•
lower net interest income if central banks introduce interest rate increases more quickly than anticipated and this results in a misalignment in the pricing of short-term and long-term borrowings
•
less liquidity in the... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 779 | 4 |
JPMorganChase can be negatively affected by adverse changes in the financial condition of clients, counterparties, custodians and CCPs.
JPMorganChase routinely executes transactions with clients and counterparties such as corporations, financial institutions, asset managers, hedge funds, securities exchanges and gover... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 735 | 2 |
Transactions with government entities, including national, state, provincial, municipal and local authorities, can expose JPMorganChase to enhanced sovereign, credit, operational and reputation risks. Government entities may, among other things, claim that actions taken by government officials were beyond the legal aut... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 777 | 2 |
•
have business profiles, models or strategies that could cause their ability to meet their obligations to be similarly affected by changes in economic conditions.
For example, a significant deterioration in the credit quality of a counterparty, borrower or other obligor could lead to concerns about the creditworthin... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 766 | 5 |
•
lack of market or customer confidence in JPMorganChase or financial institutions in general.
A reduction in JPMorganChase's liquidity may be caused by events over which it has little or no control. For example, periods of market stress, low investor confidence and significant market illiquidity could result in high... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 785 | 5 |
assumptions about government support, and
•
economic and geopolitical developments.
JPMorganChase closely monitors and manages, to the extent that it is able, factors that could influence its credit ratings. However, there is no assurance that JPMorganChase's credit ratings will not be downgraded in the future. Furt... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 764 | 4 |
•
disruptions in operational systems or in the ability of systems to communicate with each other could be caused by failures in synchronization or encryption software, or degraded performance of microprocessors, and
•
attempts by third parties to block the use of key technology solutions by claiming that the use inf... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 777 | 2 |
•
the possibility that funds transfers, capital markets trades or other transactions are executed erroneously
•
financial losses, including due to loss-sharing requirements of CCPs, payment systems or other market infrastructures, or as possible restitution to clients and customers
•
higher operational costs assoc... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 798 | 2 |
•
disruption of or damage to JPMorganChase's systems and those of its clients, customers and counterparties
•
the inability, or extended delays in the ability, to fully recover and restore data that has been stolen, manipulated or destroyed, or the inability to prevent systems from processing fraudulent transactions... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 686 | 2 |
weaker competitive standing.
Any of the foregoing consequences could materially and adversely affect JPMorganChase's businesses and results of operations.
JPMorganChase's business and operations rely on its ability, and the ability of key external parties, to maintain appropriately-staffed workforces, and on the comp... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 737 | 4 |
require JPMorganChase to structure its businesses, operations and systems in less efficient ways.
Not all of JPMorganChase's clients, customers, vendors, counterparties and other external parties may have appropriate controls in place to protect the confidentiality, integrity or availability of the
| 26 | | |
info... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 800 | 3 |
effects of climate change
•
natural disasters or severe weather conditions
•
accidents such as explosions or structural failures
•
health emergencies, the spread of infectious diseases, epidemics or pandemics, or
•
events arising from local or larger-scale civil or political unrest, any outbreak or escalation o... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 790 | 2 |
preparing financial statements, disclosures and regulatory reports, as well as internal reporting
Any deficiencies in JPMorganChase's data management processes, including with respect to the accuracy or completeness of data, the timeliness of data collection, the analysis or validation of data, or the safeguarding of ... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 793 | 4 |
otherwise diminish confidence in JPMorganChase.
Many of JPMorganChase's risk management strategies and techniques consider historical market behavior and to some degree are based on management's subjective judgment or assumptions. For example, many models used by JPMorganChase are based on assumptions regarding histor... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 790 | 2 |
models may inadvertently incorporate biases present in data used in the models.
JPMorganChase may experience unexpected losses if models, estimates or judgments used or applied in connection with its risk management activities or the preparation of its financial statements are inadequate or incorrect. For example, whe... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 765 | 5 |
the technologies that it adopts or in which it invests, which may include new and currently unproven technologies, and
•
the methods, distribution channels and third party service providers by or through which it offers products and services.
If management makes choices about these strategies and goals that prove to... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 638 | 4 |
•
other non-bank firms that are engaged in providing similar as well as new products and services.
JPMorganChase cannot provide assurance that the significant competition in the financial services industry will not materially and adversely affect its future results of operations. For example, aggressive or less disci... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 794 | 4 |
The foregoing risks could be heightened with respect to newly-acquired businesses if JPMorganChase fails to successfully integrate employees of those businesses or any of those employees do not conduct themselves in accordance with JPMorganChase's expectations, policies and practices.
Reputation
Damage to JPMorganCha... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 790 | 2 |
whose activities negatively affect or are perceived to negatively affect the environment, workers' rights or communities.
Activists have also taken actions intended to change or influence JPMorganChase's business practices with respect to ESG matters, including public protests at JPMorganChase's headquarters and other... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 799 | 2 |
•
treat clients and customers fairly and with the appropriate standard of care
•
use client and customer data responsibly and in a manner that meets legal requirements and regulatory expectations
•
provide fiduciary products or services in accordance with the applicable legal and regulatory standards, or
•
handl... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 800 | 5 |
•
changes in laws, rules and regulations.
The impact of these actions could be accentuated in trading markets that are smaller, less liquid and more volatile than more-developed markets. These types of government actions can negatively affect JPMorganChase's operations in the relevant country, either directly or by s... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 710 | 3 |
| 40 | | |
Item 9B. Other Information.
Director and executive officer trading arrangements
The following table provides information concerning Rule 10b5-1 trading arrangements (as defined in Item 408 of Regulation S-K under the Securities Exchange Act of 1934) adopted in the fourth quarter of 2024 by any director ... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 684 | 2 |
| JPMorgan Chase & Co./2024 Form 10-K | | 49 |
Financial
THREE-YEAR SUMMARY OF CONSOLIDATED FINANCIAL HIGHLIGHTS (unaudited)
| As of or for the year ended December 31, (in millions, except per share, ratio, employee data and where otherwise noted) | | | | | | | | | |
| | 2024 | | 2023 | | 2022 | | | ... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 2,026 | 2 |
Financial
THREE-YEAR SUMMARY OF CONSOLIDATED FINANCIAL HIGHLIGHTS (unaudited)
| As of or for the year ended December 31, (in millions, except per share, ratio, employee data and where otherwise noted) | | | | | | | | | |
| | 2024 | | 2023 | | 2022 | | | |
| Selected income statement data | | | | | ... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 2,009 | 2 |
(b)
Consists primarily of centrally-managed credit valuation adjustments ("CVA"), funding valuation adjustments ("FVA") on derivatives, other valuation adjustments, and certain components of fair value option elected liabilities, which are primarily reported in principal transactions revenue. Results are presented net... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 783 | 2 |
(a)
Source: Dealogic as of January 2, 2025. Reflects the ranking of revenue wallet and market share.
(b)
Global M&A excludes any withdrawn transactions. U.S. M&A revenue wallet represents wallet from client parents based in the U.S.
(c)
Global equity and equity-related ranking includes rights offerings and Chinese... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 526 | 2 |
used by the Firm to actively manage the risk exposure arising from such inventory. Principal transactions revenue recognized upon executing new transactions with market participants is affected by many factors including the level of client activity, the bid-offer spread (which is the difference between the price at whi... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 803 | 2 |
(a)
Includes the amortization of the fair value discount on certain acquired lending-related commitments associated with First Republic. The discount is deferred in other liabilities and recognized on a straight-line basis over the commitment period and was largely recognized in 2023 as the commitments were generally ... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 504 | 2 |
| JPMorgan Chase & Co./2024 Form 10-K | | 87 |
| CORPORATE |
| | Corporate consists of Treasury and Chief Investment Office ("CIO") and Other Corporate. Treasury and CIO is predominantly responsible for measuring, monitoring, reporting and managing the Firm's liquidity, funding, capital, structural interest rate an... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 909 | 2 |
| CORPORATE |
| | Corporate consists of Treasury and Chief Investment Office ("CIO") and Other Corporate. Treasury and CIO is predominantly responsible for measuring, monitoring, reporting and managing the Firm's liquidity, funding, capital, structural interest rate and foreign exchange risks. Other Corporate include... | {
"ticker": "JPM",
"year": "2024",
"source": "JPM_10K_2024-12-31.html"
} | 892 | 2 |
End of preview. Expand in Data Studio
Arb-Agent Raw Data
This is the main text corpus used to train the QuantOxide Reasoning Agent. It contains clean, semantic text chunks extracted from the 10-K filings of the top 50 S&P 500 companies.
The Parsing Logic
Parsing SEC filings is unbelievably difficult due to inconsistent HTML, broken table tags, and "incorporation by reference." This dataset was created using a unique parsing technique:
Instead of relying on broken regex headers, the parser scores chunks based on "Financial Density" (presence of metrics, reasoning keywords, dates, or lack of boilerplate language). Additionally, all HTML tables are parsed and converted into Markdown to preserve column alignment for LLM tokenization.
Dataset Contents
- Years: 2022, 2023, 2024
- Sections:
- Item 1A: Risk Factors (Predictive signals)
- Item 7: Management's Discussion & Analysis (Causal signals)
- Item 7A: Quantitative Market Risk (Exposure signals)
Usage
This dataset is ideal for:
Pre-training financial Language Models (Continued Pre-training).
Testing RAG (Retrieval Augmented Generation) chunking strategies.
Financial NLP research (Sentiment Analysis on Risk Factors).
from datasets import load_dataset
dataset = load_dataset("YourUsername/quantoxide-raw-10k")
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