70 companies in Excel file. 2011 and 2013 year Facebook data issues [DONE]: conchoresources, no posts in 2011 and 2013 WorkAtBRAVO, no posts in 2011 Twitter data issues [DONE]: CNOCareers, CTGinc, TitanAg, carmartcareers, pandoracareers no posts in 2011