ner_challenge.py

# Creating a doc on news articles
confidential_text="""Indian man has allegedly duped nearly 50 businessmen in the UAE of USD 1.6 million and fled the country in the most unlikely way -- on a repatriation flight to Hyderabad, according to a media report on Saturday.Yogesh Ashok Yariava, the prime accused in the fraud, flew from Abu Dhabi to Hyderabad on a Vande Bharat repatriation flight on May 11 with around 170 evacuees, the Gulf News reported.Yariava, the 36-year-old owner of the fraudulent Royal Luck Foodstuff Trading, made bulk purchases worth 6 million dirhams (USD 1.6 million) against post-dated cheques from unsuspecting traders before fleeing to India, the daily said.
The bought goods included facemasks, hand sanitisers, medical gloves (worth nearly 5,00,000 dirhams), rice and nuts (3,93,000 dirhams), tuna, pistachios and saffron (3,00,725 dirhams), French fries and mozzarella cheese (2,29,000 dirhams), frozen Indian beef (2,07,000 dirhams) and halwa and tahina (52,812 dirhams).
The list of items and defrauded persons keeps getting longer as more and more victims come forward, the report said.
The aggrieved traders have filed a case with the Bur Dubai police station.
The traders said when the dud cheques started bouncing they rushed to the Royal Luck's office in Dubai but the shutters were down, even the fraudulent company's warehouses were empty."""

doc=nlp(confidential_text)