Data sources for visualizations

Every Mobius visualization is backed by real data fetched on demand. You don’t configure data sources manually — just ask for what you want and Mobius identifies the right source automatically.

Stock and crypto price data

Provider: Alpaca Markets Real-time and historical OHLCV (Open, High, Low, Close, Volume) bars for US equities, ETFs, and crypto assets.

Equities: NYSE, NASDAQ, AMEX — full price history for most listed securities
Crypto: BTC/USD, ETH/USD, and other major pairs — intraday bars down to 1 minute
Bar frequencies: 1 min, 5 min, 15 min, 30 min, 1 hour, daily, weekly

Example requests:

Show me AAPL daily closes for the past 3 years.
Plot BTC/USD on 4-hour candlesticks for the past 90 days.
Compare SPY, QQQ, and IWM performance since 2018.

Macro and economic data (FRED)

Provider: Federal Reserve Economic Data (FRED) Hundreds of macroeconomic time series from the St. Louis Federal Reserve. Useful for macro-driven strategy analysis and charting economic conditions. Commonly used series:

Series	Description
Fed Funds Rate	US overnight lending rate set by the Federal Reserve
CPI (Consumer Price Index)	Monthly inflation measure
Unemployment Rate	US headline unemployment
10Y–2Y Treasury Yield Spread	Yield curve spread — negative = inverted
10-Year Treasury Yield	Long-term US bond yield
2-Year Treasury Yield	Short-term US bond yield
M2 Money Supply	Broad money supply measure
PCE Price Index	Fed’s preferred inflation measure
GDP Growth Rate	Quarterly US GDP growth
ISM Manufacturing PMI	Manufacturing activity index

Example requests:

Chart the US Federal Funds Rate since 2000.
Show me CPI inflation vs. the Fed Funds Rate on the same chart.
Plot the 10Y-2Y yield spread and highlight recessions.
Compare M2 money supply growth with SPY returns since 2010.

SEC EDGAR filings

Provider: SEC EDGAR (public filings database) Financial data extracted directly from annual (10-K) and quarterly (10-Q) SEC filings. Useful for fundamental analysis and multi-company comparisons. Available metrics:

Metric	Source
Revenue	Income Statement (10-K / 10-Q)
Net income	Income Statement
Earnings per share (EPS)	Income Statement
Gross margin	Income Statement
Operating income	Income Statement
Total assets	Balance Sheet
Total debt	Balance Sheet
Free cash flow	Cash Flow Statement
Capital expenditures	Cash Flow Statement

Example requests:

Compare Apple, Microsoft, and Google annual revenue from SEC filings since 2015.
Show Netflix EPS from quarterly 10-Q filings for the past 3 years.
Chart Amazon's free cash flow vs. capital expenditures since 2018.

Multi-company comparison: EDGAR charts support side-by-side comparison of up to 5 companies on the same metric, rendered as a grouped bar or multi-line chart.

Compare P/E ratios for AAPL, MSFT, GOOGL, AMZN, and META.

Custom datasets

Source: your uploaded CSV files Upload your own data and reference it in visualizations. Use cases include:

Plotting proprietary signals against price data
Charting internal business metrics alongside market performance
Visualizing any custom time series data you’ve collected

How to upload a dataset:

Navigate to My Bots → Datasets
Click Upload Dataset and select a CSV file
Map the date column and value columns
Save the dataset with a name

How to use it in a chart:

Plot my "monthly_sales" dataset alongside SPY.
Show me the "custom_signal" column from my uploaded dataset as a line chart.

See Datasets for full upload instructions.

Fundamentals

Provider: Financial Modeling Prep (FMP) Quarterly P/E ratios, earnings growth, revenue growth, and debt-to-equity for US equities. Also used to power the stock screener.

Chart AAPL P/E ratio over the past 10 years.
Compare P/E ratios across the top 10 S&P 500 tech stocks.

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Data sources for visualizations

Stock and crypto price data

Macro and economic data (FRED)

SEC EDGAR filings

Custom datasets

Fundamentals

​Stock and crypto price data

​Macro and economic data (FRED)

​SEC EDGAR filings

​Custom datasets

​Fundamentals

Stock and crypto price data

Macro and economic data (FRED)

SEC EDGAR filings

Custom datasets

Fundamentals