- Revealed in an interview she considered changing her name to Elizabeth Chase, as she didn't want to be associated with her twin sisters. [April 2021].
- Auditioned for the role of Daenerys Targaryen Game of Thrones (2011) which eventually went to Emilia Clarke.
- When growing up, her favorite actress and role model was Michelle Pfeiffer. She got to meet her while she was on the set of I Am Sam (2001).
- She is a huge fan of Star Wars since childhood. When she met Mark Hamill at the premiere of Captain America: Civil War (2016), she was moved to tears.
- Was considered to play Rey in Star Wars: Episode VII - The Force Awakens (2015), but refused the audition because of the overlapping shooting dates with 'Avengers: Age of Ultron'.
- One of her favorite films growing up was Tremors (1990).
- Was considered for the role of Anastasia Steele in Fifty Shades of Grey (2015), but turned it down due to the sexual content she found uncomfortable.
- A graduate of NYU Tisch School of the Arts and the Atlantic Theater Company Acting School in NYC.
- Elizabeth was born to Jarnette Olsen, a former dancer with the LA ballet, and David Olsen, a mortgage broker in Los Angeles. She is well known as the little sister of Mary-Kate Olsen and Ashley Olsen and she has an older brother, Trent Olsen.
- Was cast as the lead in Martha Marcy May Marlene (2011), just two weeks before shooting.
- Worked with Aaron Taylor-Johnson on three different films in two years: Captain America: The Winter Soldier (2014), Godzilla (2014), and Avengers: Age of Ultron (2015).
- Is of Danish and Norwegian descent.
- Elizabeth has a younger half-sister, Courtney Taylor Olsen.
- Elizabeth has a younger half-brother, Jake Olsen.
- Can speak English fluently, along with her mother tongue being Norwegian. Also knows a little bit of Spanish, German and French.
- As a child Elizabeth took ballet and singing lessons, she auditioned unsuccessfully for the role of Carmen Cortez in Spy Kids (2001).
- Her middle name is Chase because her parents wanted her to chase after her sisters.
- (July 30, 2019) Got engaged to her boyfriend of 3 years, Robbie Arnett.
- Auditioned for the role of April O'Neil in Teenage Mutant Ninja Turtles (2014), but Megan Fox was selected instead.
- Voted #94 in Ask men's 'most desirable' woman of 2012 list.
- Was considered for the role of Dr. Marta Shearing in The Bourne Legacy (2012).
- Shares her birthday with fellow MCU co-stars: Mahershala Ali and Christopher Eccleston.
- Engaged to Boyd Holbrook from March 13, 2014 to January 19, 2015.
- Ex-stepdaughter of McKenzie Olsen.
- Ex sister-in-law of Olivier Sarkozy and sister-in-law of Louis Eisner.
- Aunt of Otto Eisner (b. 2023) via sister Ashley and brother-in-law Louis Eisner.
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