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Bimodal spectral analysis and anchor score report for time series

Bimodal spectral analysis and anchor score report for time series

Data and analytics · delivered in 3-10 days

What is included

  • Basic - $100.99, delivered in 3 days: 1 single-channel file analysed, an anchor score from 0 to 1, peak frequencies (f1, f2), a PDF analysis report, 1 round of follow-up questions and 1 revision.
  • Pro - $500.99, delivered in 5 days: up to 10 files analysed with an anchor score and peak frequencies (f1, f2) for each, a cross-file comparison table, a PDF report with summary statistics, 2 rounds of follow-up questions and 2 revisions.
  • Enterprise - $1875.99, delivered in 10 days: 30 or more files or a continuous time series, an anchor score per file or window, custom frequency band settings, batch comparison with trend detection, output in JSON, CSV or Excel, delivery as JSON, CSV or PDF, 3 rounds of follow-up questions, 3 revisions and an optional ongoing monitoring subscription.

You will need to provide the domain the order relates to and a brief describing your dataset and goals.

Bimodal spectral analysis for single-channel data

We look for twin frequency peaks separated by a valley inside your continuous single-channel measurement data. The underlying algorithm and its parameter settings remain our own intellectual property; only the analysis results are handed over, not source code or tuning details.

What you receive

An anchor score between 0 and 1 showing how strongly the twin-peak pattern is present, the two peak frequencies (f1, f2) in Hz, and a complete PDF report. Batch analysis across several files is available as an option.

Testing behind the method

The approach has been checked against synthetic signals with known structure, gravitational-wave detector recordings, and a 24-subject meditation EEG dataset (OpenNeuro ds001787). Repeated checks across different parameters, frequency bands, window lengths and channel subsets showed consistent results.

What we need from you

A single-column CSV file of your data, its sampling rate in Hz, the domain the order is for, and your brief. An automatic scan covers the full dataset, so you do not need to define a frequency band in advance.

Turnaround

A single file is typically analysed within 24 hours; batch runs covering 10 or more files take 3 to 5 business days, and larger enterprise jobs can take up to 10 days.

Where this is useful

EEG and neuroscience work such as sleep, anaesthesia or meditation research, mechanical vibration and fault monitoring, cycle analysis in finance and economics, and any single-channel dataset where two frequency components carry meaningful information.

Reference pricing

A single-file analysis starts at $80, batch analysis of 10 or more files starts from $600, and long-term monitoring arrangements are quoted individually. You can reach us via ORCID 0009-0008-4540-1381.

Notes on use

Findings are supplied for research and reference purposes only, not as medical, financial or investment advice. Uploaded data is used solely for your analysis and is permanently deleted within 7 days of delivery, never shared or reused elsewhere. Results may be cited in publications.

What happens after you buy

Your order opens its own thread here the moment it is paid, and everything about that order - questions, changes and the final report - happens in it.

Questions people ask

Do you provide the source code?

No source code is provided. This is a results-based service; the algorithm and its parameter settings stay our commercial property, and you receive analysis output rather than code.

What data format do you accept?

We work with a single-column CSV file of numeric values. Please tell us the sampling rate in Hz and which frequency band interests you. If your file is in another format such as Excel, txt or bdf, get in touch before ordering.

How long does it take?

A single file is normally turned around within 3 days. Batch jobs covering 10 or more files take 3 to 5 business days, and enterprise work covering 30 or more files or continuous data can take up to 10 days. Faster delivery can be arranged as an add-on.

What makes this different from standard spectral analysis?

Conventional spectral tools such as power spectral density, coefficient of variation, sample entropy or coherence measure overall power, stability or coupling, but none of them tell you whether a signal holds two peaks with a dip between them. Our anchor score, from 0 to 1, targets exactly that structure and can be used alongside standard methods rather than instead of them.

Do you offer refunds?

We can refund you if the job cannot be finished because of data format problems. Once your report has been delivered, refunds are no longer available, so message us first if you are unsure whether your data will work.

Can I use the results in a publication?

Yes, you are welcome to use the results in academic work.

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