Methodology
NiftyScanner analyzes stocks by combining stored NSE scanner observations, public market context, and later movement follow-up into educational pages for market study.
This page is for readers who want to understand the inputs, workflow, and limits behind NiftyScanner before reading stock observation pages.
Methodology
Every public page is the output of the same ordered run. Nothing is written by hand between these stages, which is why an old page still says what it said on the day it was generated.
| Stage | What exists once it finishes |
|---|---|
| 1. Daily snapshot | A stored scanner snapshot covering the tracked NSE universe for that date. |
| 2. Public selection | The subset of observations with enough context or movement value to be worth publishing. |
| 3. Context attachment | Public news, event and social summaries, but only where the snapshot already holds them. |
| 4. Page generation | Stock, snapshot and archive pages, each carrying its observation date. |
| 5. Movement follow-up | 1D, 3D and 5D fields, filled in only once those windows complete. |
What NiftyScanner does
What NiftyScanner does not do
Key features
| Feature | How it helps readers |
|---|---|
| Scanner conditions | Market behaviour is grouped into plain-language observation categories. |
| Context separation | News and events are shown separately from scanner output. |
| Movement accountability | Follow-up movement is shown as historical study, not a success label. |
| Date-based archive | Snapshot pages preserve the market day that produced the observation. |
| Educational framing | Methodology text states what the system does and does not do. |
| Repeatable public pages | Pages are generated from stored data for consistent review. |
Public context example
Recent stock-moving coverage for BALKRISIND is centered on the FY26 AGM and the Q1 FY27 investor-update cycle. The most material items were the approval of a final dividend for FY26 and company-reported operational updates discussed in the Q1 FY27 materials, including record quarterly volumes and a shift in geographic mix, both of which can affect near-term market sentiment.
Methodology summary
Sources and data inputs
Limitations
FAQ
No. The public site is generated from stored educational snapshots and does not expose live trading instructions.
Movement is shown only when the stored observation date has completed outcome fields. The page does not borrow movement from older observations.
Yes. Data-assisted observations can be incomplete or wrong, which is why every page is framed as educational and should be verified against official sources.
Related NiftyScanner pages
NiftyScanner pages are designed to be cited as educational market observation records. They should not be used as investment advice or as a replacement for official exchange and issuer sources.