Data for Algo Traders
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Join membership : https://learn.datafortraders.in/learn Personal telgram ID : @datafortrader For any business related query you can contact me on datafortrader@gmail.com
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| Sana | Obunachilarni jalb qilish | Esdaliklar | Kanallar | |
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Kanal postlari
My algo runs on the cloud. I manage my trades from Telegram. ☁️🤖
Here’s a quick look at my setup in the live market, how my code and Telegram bot work together to help me manage trades.
Not a signals group. A custom system built around my workflow.
Have a trading strategy you want to turn into a working system? DM me “ALGO” and let’s discuss your project. 🛠️
More on YouTube: @datafortraders — link in bio.
System demo only, not investment advice.
#algotrading #tradingautomation #telegrambot #pythontrading #datafortraders
https://www.instagram.com/reel/Dc3NcFtoe19/?igsi=MTV6dW56cDhhMGF4cg==
| 2 | 5-sec Timeframe SENSEX options Data 2026-09-03 | 108/108 Strikes downloaded | 847 |
| 3 |  📊 Candles show where the price moved—but Order Flow can reveal the buying and selling activity behind that move.
Want to understand Buy/Sell Volume, Delta and Imbalances ? I’ve explained it in under 60 seconds.
🎥 Watch the complete video on Instagram: https://www.instagram.com/p/DcyC-_7oRyd/ | 989 |
| 4 | https://youtu.be/ssRpWuDAVQU | 1 104 |
| 5 | 5-sec Timeframe NIFTY options Data 2026-09-01 | 68/68 Strikes downloaded | 1 095 |
| 6 | Survivorship bias in backtesting :
Its happens when we test a strategy only on stocks that are still trading today. This leaves out companies that performed badly, went bankrupt, or were removed from the stock exchange. Because those failed stocks are missing, the backtest may show better profits and lower risk than an investor would really have experienced. It is like judging a race by looking only at the runners who reached the finish line. A backtest should also include stocks that disappeared during the test period. Otherwise, we are studying only the survivors, and the results can give us false confidence.
For visual explanation follow us on instagram : https://www.instagram.com/datafortrader/ | 1 263 |
| 7 |  https://learn.datafortraders.in/learn | 1 635 |
| 8 |  Matn yo'q... | 1 |
| 9 | New Video Uploaded in Membership Section!
📊 Delta Exchange API: Ticker, Bid-Ask & Option Chain Data | Python
Raw price data only tells half the story — to actually trade well you need the live ticker, the bid-ask spread, and the full option chain, not just a last-traded price. In this video, I'll show you how to pull ticker data, read bid-ask quotations, and fetch complete option chain data via the Delta Exchange API, so you always know exactly where the market really is before placing an order.
🎯 Topic : Delta Exchange API: Ticker, Bid-Ask & Option Chain Data
📽 Watch now inside the membership section.
https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/810100/lesson/5225380
💬 For membership access:
📧 datafortrader@gmail.com
💬 Telegram: @datafortrader
💬 Chat on WhatsApp: https://wa.me/7376829691 | 1 517 |
| 10 | 5-sec Timeframe BANKEX options Data 2026-08-27 | 72/90 Strikes downloaded | 1 357 |
| 11 | 5-sec Timeframe SENSEX options Data 2026-08-27 | 108/108 Strikes downloaded | 1 356 |
| 12 | 5 -sec Timeframe INDEX future Data | NIFTY, BANKNIFTY, MIDCPNIFTY, FINNIFTY | 1 619 |
| 13 | +1 5-sec Timeframe FINNIFTY options Data 2026-08-25 | 73/74 Strikes downloaded | 1 684 |
| 14 | 5-sec Timeframe BANKNIFTY options Data 2026-08-25 | 1 754 |
| 15 | 5-sec Timeframe NIFTY options Data 2026-08-25 | 68/68 Strikes downloaded | 1 800 |
| 16 | https://youtu.be/Ajm-Ki5FnSo | 1 877 |
| 17 |  New Video Uploaded in Membership Section!
📊 Symbols vs Assets vs Products: Delta Exchange API Explained | Python
When you're integrating with any exchange API, it's easy to mix up symbols, assets, and products — and that confusion shows up later as bugs in your orders and data calls. In this video, I'll break down exactly what each term means on Delta Exchange, how they connect, and show you how to fetch all three live via the API, so your bot always works with the right identifiers.
🎯 Topic : Symbols vs Assets vs Products: Delta Exchange API Explained
📽 Watch now inside the membership section.
https://learn.datafortraders.in/learn/home/Algorithm-trading-Courses/Python-For-Algorithmic-trading/section/810100/lesson/5211078
💬 For membership access:
📧 datafortrader@gmail.com
💬 Telegram: @datafortrader
💬 Chat on WhatsApp: https://wa.me/7376829691 | 1 971 |
| 18 | SENSEX options 2026-08-20 | 108/108 Strikes downloaded | 2 059 |
| 19 |  To read this dump watch below shorts
https://www.instagram.com/reel/DcN4k_moNNO/?igsi=aDR6NnJsNWozd2pn | 2 319 |
| 20 | NIFTY options 2026-08-18 | 68/68 Strikes downloaded | 2 200 |
