Novice,
Welcome to Dojispace!
This is a very interesting find.
I am adding some charts so I can discuss this looking at some indicators that I like to use.

The Price recently crossed up through the 50 MA -- Bullish
The 5 MA Crossed up through the 9 MA -- Bullish
RSI has been uptrending since the beginning of March - Bullish
- It turned up sharply yesterday due to the volume from yesterday - again Bullish
CCI crossed up through the 100 line - Bullish - although now it is oversold - caution.
Stochastics - had a Bullish crossover on Monday
- Both the fast line and the slow line are uptrending strongly -- Bullish
Accumulation/Distribution & Volume are the real stories
Of course, you already pointed out the dramatic increase in Volume.
Acc/Dis - shattered resistance set in late March and February - very Bullish
Acc/Dis - has been uptrending since beginning of March
The MACD Histogram is upticking and the MACD Fast Line did a bullish kiss off of the Slow Line. -- Bullish
There is a Bullish Divergence of the DI + & - Lines
The ADX has started upticking -- indicating the beginning of a trend.
The question is 29% move -- did we miss the boat.
I don't think so.
After such a large move, you would almost expect a pullback. That might not happen here.
This looks like a Break Away Gap.
Breakaway Gap - Breakaway Gap Stock
The breakaway gap is a significant development and has strong implications in the direction of the gap for the stock. Breakaway gaps occur when prices jump outside of a recent trading range or consolidation area. This may happen when a stock opens well above any high made recently or well below any low made recently, as a result of sudden extreme optimism or pessimism. Breakaway gaps are not filled quickly, and leave a blank space on the stock chart. Breakaway gaps often occur as resolutions to common chart patterns, as traders identify a pattern and rush to be the first into the trade. Identifying breakaway gaps properly can lead to very reliable trading signals, particularly when they occur on high volume.

Source:
http://www.thestockbandit.com/Breakaway-gap.htmIn summary, it looks like this break out has legs.
I do have a fundamental concern: I believe that the Market is due for a pullback.
I am uncertain on how DRYS would perform if we do get a pullback.
DRYS (like many stocks) is at historic lows.
This last chart suggests that DRYS has established a bottom.

I think if the Nasdaq futures looks positive on Monday, I may get in.
It is certainly worth watching.
I look forward to more of your posts.
Happy Trading

May We All Make More $$$ Faster
Likesmoney
http://likesmoney.comxa.com/