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Stock-Based Compensation
9 Months Ended
Sep. 30, 2021
Stock-Based Compensation  
Stock-Based Compensation

10 — Stock-Based Compensation

Stock-based compensation was recognized as follows in the Condensed Statements of Operations:

Three Months Ended

Nine Months Ended

September 30, 

September 30, 

    

2021

    

2020

    

2021

    

2020

(unaudited)

(unaudited)

Cost of revenue

$

68,227

$

28,751

$

177,375

$

145,258

General and administrative

 

152,261

 

291,100

 

513,319

 

3,153,886

Sales and marketing

 

96,210

 

77,607

 

269,505

 

286,134

Research and development

 

45,138

 

19,067

 

107,390

 

58,837

Total

$

361,836

$

416,525

$

1,067,589

$

3,644,115

As of September 30, 2021, we had $2,449,679 of unrecognized compensation cost related to unvested restricted stock units, which is expected to be recognized over a weighted-average period of 2.5 years. As of September 30, 2021, we had $200,926 of unrecognized compensation cost related to unvested performance-based restricted stock units, which is expected to be recognized over a weighted-average period of 2.2 years.

The following table presents a summary of our stock-based compensation activity for the nine months ended September 30, 2021 (shares):

Performance

Based

Stock

Restricted

Restricted

    

Options

    

Stock Units

    

Stock Units

Outstanding beginning of period

230,510

151,139

11,891

Awards granted

17,989

Awards exercised/vested

(25,375)

(9,347)

Awards canceled

(10,635)

(2,546)

Outstanding end of period

205,135

149,146

9,345