The coup attempt in Gabon is the first there since the 1960s.
On Monday morning, a small group of junior military soldiers tried to take charge to "restore democracy".
The government has said the plot has been defeated and the situation is "under control".
President Ali Bongo is currently receiving medical treatment in Morocco after having a stroke. His family have ruled Gabon since 1967.
But is the continent shaking off its reputation for coups?
Since the 1950s, there've been a total of 204 coups d'état - successful or otherwise - in Africa, according to a dataset compiled by two US political scientists, Jonathan Powell and Clayton Thyne, who are based at the University of Central Florida and the University of Kentucky respectively.
Their definition of a coup is that they are illegal and overt attempts by the military or other civilian officials inside the state to unseat sitting leaders.
However, the definition of coup is often contested and in the past, military leaders have denied they're conducting them.
Take, for example, Zimbabwe in 2017. The military mounted a takeover to put an end to Robert Mugabe's 37-year rule. At the time, a top military official, Maj Gen Sibusiso Moyo, went on television to deny flatly that it was a military takeover.
"Coup leaders almost invariably deny their action was a coup in an effort to appear legitimate," says Powell.
Celebrations after the Zimbabwe army intervened against President Mugabe in 2017
Powell and Thyne regard a successful coup as one that lasts longer than seven days.
In Africa, there have been 104 failed coups and 100 successful ones.
Sudan has had the most coups, with 14. Burkina Faso has had the most successful ones at seven.
Africa has certainly had a high number of military takeovers, but this particular way of forcing change is declining.
Between 1960-1999, there were between 39 and 42 coups every decade. Since then there's been a drop-off. In the 2000s there were 22 coups, and in the current decade the number stands at 16.
Powell says this is not surprising given the instability African countries experienced after independence.
"African countries have had the conditions common for coups, like poverty and poor economic performance.
"When a country has one coup, that's often a harbinger of more coups," says Powell.
And historically in African countries, the militaries have generally played a more active role in transitions of power and domestic issues and security.
Globally, the total number of coups stands at 475.
So Africa has experienced more coups than anywhere else.
Next is South America which has had 95 attempted coups, 40 of which were successful.
A protest in Venezuela against an attempt to overthrow the late President Chavez
However, in the past two decades there has been a decrease in South American coups. The last coup was in Venezuela in 2002 against President Hugo Chavez, which failed.
Powell says the end of Cold War dynamics which saw the US and Soviet Union meddle in Latin American affairs as well as the willingness of the international community to sanction countries which have coups, like Haiti in 1994, has led to the decline of military takeovers.
Asia has also had a decline in coups.