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Wish you could get an inside peak at your favorite companies? One way to do that is by considering a stock's insider buying trends. Companies with significant insider stock buying have confidence from those who know their company the best.

We ran a screen with this idea in mind, beginning with stocks rallying above their 20-day, 50-day, and 200-day moving averages and screening for those with the confidence of their company insiders. We screened for those with significant net insider purchases over the last six months.

We then screened for those with bullish trends from short sellers as well, with significant decreases in shares shorted month-over-month.

Interactive Chart: Press Play to compare changes in market cap over the last two years for the stocks mentioned below. Analyst ratings sourced from Zacks Investment Research.

We also created a price-weighted index of the stocks mentioned below, and monitored the performance of the list relative to the S&P 500 index over the last month. To access a complete analysis of this list's recent performance, click here.

Do you think these stocks will outperform like insiders and short sellers expect? Use this list as a starting point for your own analysis.

List sorted by net insider purchases as a percent of share float.

1. Blyth, Inc. (NYSE:BTH): Operates as a multi-channel company in the home fragrance and decorative accessories industry. Market cap at $711.31M, most recent closing price at $83.0. The stock is currently rallying 8.63% above its 20-day moving average, 16.62% above its 50-day MA, and 32.52% above its 200-day MA. Shares shorted have decreased from 527.15K to 449.92K over the last month, a decrease which represents about 1.53% of the company's float of 5.05M shares. Days to cover ratio at 8.89 days. Over the last six months, insiders were net buyers of 399,000 shares, which represents about 7.9% of the company's 5.05M share float.

2. Incyte Corporation (NASDAQ:INCY): Focuses on the discovery and development of proprietary small molecule drugs for hematologic and oncology indications, and inflammatory and autoimmune diseases. Market cap at $2.38B, most recent closing price at $18.56. The stock is currently rallying 0.46% above its 20-day moving average, 4.89% above its 50-day MA, and 18.43% above its 200-day MA. Shares shorted have decreased from 17.43M to 15.85M over the last month, a decrease which represents about 1.26% of the company's float of 125.83M shares. Days to cover ratio at 10.75 days. Over the last six months, insiders were net buyers of 4,476,050 shares, which represents about 3.56% of the company's 125.83M share float.

3. Vistaprint N.V. (VPRT): Operates as an online provider of marketing products and services to micro businesses worldwide. Market cap at $1.42B, most recent closing price at $38.56. The stock is currently rallying 4.72% above its 20-day moving average, 2.62% above its 50-day MA, and 18.07% above its 200-day MA. Shares shorted have decreased from 8.92M to 8.11M over the last month, a decrease which represents about 2.87% of the company's float of 28.27M shares. Days to cover ratio at 18.64 days. Over the last six months, insiders were net buyers of 613,552 shares, which represents about 2.17% of the company's 28.27M share float.

*Short and insider data sourced from Yahoo! Finance, all other data sourced from Finviz.

Disclosure: I have no positions in any stocks mentioned, and no plans to initiate any positions within the next 72 hours.