Despite DII selling since Sept 2020, markets have continued to move up due to continued FII participation.

We’ve recently seen research about so-called “bots” and misinformation on Twitter and wanted to share our perspective on why findings that might seem remarkable at first are likely inaccurate. We’re working on a more detailed explanation, but some comments for now.

We continue to be excited by the research opportunities that Twitter data provides. Our service is the largest source of real-time social media data, and we make this data available to the public for free through our public API. No other major service does this.

Many researchers, academics, and journalists use our public API — a set of tools for programmatically accessing information on Twitter. We make all public Twitter content available via our APIs. You can learn more about them here:

The basic issue with much of the research based on our public APIs is simple: The APIs don't provide insight into our defensive actions to protect Twitter from manipulation, including bots.

Because of this, API-based research can't distinguish between accounts we've already identified as bad (and hidden or removed) and real, authentic ones.

Knowledge & Bharat : Part V

The Curriculum of Vedic Education :
According to the Ancient Indian theory of education, the training of the mind & the process of thinking, are essential for the acquisition of knowledge.

#Thread

Vedic Education System delivered outstanding results.  These were an outcome of the context in which it functioned.  Understanding them is critical in the revival of such a system in modern times. 
The Shanthi Mantra spells out the context of the Vedic Education System.

It says:

ॐ सह नाववतु ।
सह नौ भुनक्तु ।
सह वीर्यं करवावहै ।
तेजस्वि नावधीतमस्तु मा विद्विषावहै ।
ॐ शान्तिः शान्तिः शान्तिः ॥

“Aum. May we both (the guru and disciples) together be protected. May we both be nourished and enriched. May we both bring our hands together and work

with great energy, strength and enthusiasm from the space of powerfulness. May our study and learning together illuminate both with a sharp, absolute light of higher intelligence. So be it.”

The students started the recitation of the Vedic hymns in early hours of morning.

The chanting of Mantras had been evolved into the form of a fine art. Special attention was paid to the correct pronunciation of words, Pada or even letters. The Vedic knowledge was imparted by the Guru or the teacher to the pupil through regulated and prescribed pronunciation,

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