The United Nations had earlier urged for an end to violence in Iraq, during six days of anti-government rallies marred by the killing of over 100 people, mainly protesters.
Calm has prevailed in the Iraqi capital following a bloody night when at least 19 people were killed as security forces opened fire to break up anti-government protests.
Iraq's Interior Ministry spokesman on Sunday said 104 people have been killed in the unrest, including eight security personnel.
Spokesman Saad Maan said that 6,107 have been wounded in the violence, including more than 1,200 security members.
Students made it to schools at the start of the working week early Sunday and government employees returned to work.
But the capital's streets were mostly quiet and traffic thin. Burnt tires and debris littered thoroughfares while security remained heavily deployed in many neighbourhoods.
Armoured vehicles blocked access to Tahrir square from as far as four kilometres (2.5 miles). Protesters have been trying to converge on the central square.
UN calls for end to violence
The United Nations urged on Saturday for an end to violence in Iraq, after five days of anti-government rallies marred by the killing of nearly 100 people, mainly protesters.
The demonstrations which have evolved from initial demands for employment, better services and an end to corruption, to the fall of the government – carried on into the night in various neighbourhoods of Baghdad and southern Iraq, as authorities in the oil-rich nation struggled to agree a response.
Security forces broke up a mass rally in the east of Baghdad, where protesters faced volleys of tear gas and live rounds fired in their direction, witness es said.
"Five days of reported deaths and injuries: this must stop," said the United Nations' top official in Iraq, Jeanine Hennis-Plasschaert.
She described the violence as a "senseless loss of life" and said those behind it must be held accountable.
The authorities accused unidentified snipers of shooting into the crowd and said they were searching residential neighbourhoods for those responsible.
At least 99 people have died and nearly 4,000 wounded since protests began in the capital on Tuesday before spreading to the south of the country, according to the Iraqi parliament's human rights commission.
The mainly young, male protesters have insisted their movement is not linked to any party or religious establishment and have scoffed at recent overtures by politicians.
On Saturday, demonstrators in the southern city of Nasiriyah set fire to the headquarters of six different political parties.
Thousands also descended on the governorate in the southern city of Diwaniyah, where gunfire was unleashed into the air, AFP correspondents there said.
Parliament's human rights commission said Saturday that most of those who hav e died in the last five days fell in Baghdad, while 250 other people were treated in the capital for sniper wounds.
"We demand clarification from the Iraqi government on those wounded in Baghdad by sniper fire, which is ongoing today," the commission said.
Parliament had been due to meet at 1:00 pm (1000 GMT) but could not reach quorum, after firebrand cleric Moqtada al-Sadr's bloc of 54 lawmakers and other factions boycotted the session.
The former militia leader threw his weight behind the demonstrations on Friday with a call for the resignation of Prime Minister Adel Abdel Mahdi.
Sadr's movement has the power and organisation to bring large numbers of supporters onto the streets, but at the risk of alienating many of those whose protests in recent days have been based on rejecting all of Iraq's feuding political factions.
Parliamentary speaker Mohammed al Halbusi had extended a hand to protesters saying "your voice is being heard".
But one protester said late Friday "these men don't represent us".
"We don't want parties anymore. We don't want anyone to speak in our name."
Iraq has a population of just under 40 million people, and is currently the fifth-largest oil producer and exporter worldwide, and the second-largest OPEC producer.
Youth unemployment stands at 25 percent, twice the overall rate, according to the World Bank which adds that an estimated 22.5 percent of the population was living in poverty in 2014.
The largely spontaneous protests have presented the biggest challenge yet to the Iraqi premier, who came to power a year ago as a consensus candidate promising reforms but whose response to protesters has been seen as tepid.
"Abdel Mahdi should have come forward with decisive changes, like the sacking of leading politicians accused of corruption," said Iraqi analyst Sarmad al-Bayati.
Authorities restricted access to Facebook and Whatsapp after anti-government demonstrations began on Tuesday, before ordering a total network shutdown on Wednesday.
Political and religious rifts run deep in Iraq, and protests are typically called for by party or sect – making the last five days exceptional, said Fanar Haddad an expert at Singapore University's Middle East Institute.
"This is the first time we hear people saying they want the downfall of the regime," Haddad said.
Sadr, a former militia leader turned nationalist politician, demanded on Friday that the government resign to clear the way for a fresh election supervised by the United Nations.
His bloc is the largest in parliament, and his intervention sets the scene for a possible showdown with the speaker, who has made his own bid to make political capital out of the protests.
Halbusi sought to allay protesters Saturday by announcing in a news conference a long list of promised reforms over employment and social welfare, but it was not clear he would succeed in appeasing the demonstrators.
Iraq's Shia spiritual leader Grand Ayatollah Ali Sistani used his weekly Friday prayer sermon to urge authorities to heed the demands of demonstrators, warning the protests could escalate unless clear steps are taken immediately.