In 1998, the PDP in its first presidential primary election held in Jos, Plateau State, North Central Nigeria nominated former military leader Olusegun Obasanjo who had just been released from detention as political prisoner as the presidential candidate in the elections of February 1999, with Atiku Abubakar as his running mate. They won the presidential election and were inaugurated 29 May 1999. In the legislative election held on 12 April 2003, the party won 54.5% of the popular vote and 223 out of 360 seats in the House of Representatives, and 76 out of 109 seats in the Senate. Its candidate in the presidential election of 19 April 2003, Olusegun Obasanjo, was re-elected with 61.9% of the vote. In December 2006, Umaru Yar'Adua was chosen as the presidential candidate of the ruling PDP for the April 2007 general election, receiving 3,024 votes from party delegates; his closest rival, Rochas Okorocha, received only 372 votes. Yar'Adua was eventually declared the winner of the 2007 general elections, held on April 21, and was sworn in on May 29, 2007, amid widespread allegations of electoral fraud. In the Nigerian National Assembly election, the party won 260 out of 360 seats in the House of Representatives and 85 out of 109 seats in the Senate. At the PDP's 2008 National Convention, it chose Prince Vincent Ogbulafor as its National Chairman on March 8, 2008. Ogbulafor, who was the PDP's National Secretary from 2001 to 2005, was the party's consensus choice for the position of National Chairman, selected as an alternative to the rival leading candidates Sam Egwu and Anyim Pius Anyim. All 26 other candidates, including Egwu and Anyim, withdrew in favor of Ogbulafor. Meanwhile, Alhaji Abubakar Kawu Baraje was elected as National Secretary. In 2011, after the People's Democratic Party saw members defect for the Action Congress of Nigeria, some political commentators suspected that the PDP would lose the Presidency. Following PDP candidate Goodluck Jonathan's victory in the 2011 elections, it was reported that there were violent protests from northern youth.
Slogans
The longtime slogan of the People's Democratic Party has been "Power to the people". During the party's National Convention in Port Harcourt, Rivers State on 21 May 2016, David Mark, a former President of the Senate of Nigeria, introduced "Change the change" as the party's campaign slogan for the 2019 general elections.
The PDP is against same-sex relations, and favors social conservatism on moral and religious grounds. In 2007, the PDP-dominated National Assembly sponsored a bill to outlaw homosexual relations, making it punishable by law for up to 14 years in prison. The party is a moderate advocate of state-autonomy and religious freedom for the Nigerian states. In the year 2000 the introduction of Islamic law in some states in Northern Nigeria triggered sectarian violence in Kaduna and Abia states. The PDP-led federal government refused to bow to pressure from the southern, predominantly Christian states to repeal the law, and instead opted for a compromise where Islamic law would only apply to Muslims. Tunde Ayeni, chairman of the PDP fundraising event in December 2014 who donated N2 billion was involved in the mismanagement of bank's funds.
2015 elections
In the 2015 elections, the incumbent president and PDP presidential nominee, Goodluck Jonathan, was defeated by General Muhammadu Buhari of the All Progressives Congress by 55% to 45%, losing by 2.6 million votes, out of approximately 28.6 million valid votes cast. Out of Nigeria's 36 states and the Federal Capital Territory, General Muhammadu Buhari won 21 states while President Goodluck Jonathan won 15 states and the Federal Capital Territory.
In the 2019 elections, former vice president Atiku Abubakar and PDP presidential candidadate and his party rejected the outcome of the elections as INEC was yet to conclude the process and make an official pronouncement. On the 25th of February, PDP National Party Chair, Prince Uche Secondus alleged that the result as announced by were incorrect.