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Nalini Singh’s Teaching and Learning in Science series provides an effective introduction to key issues in science education. Singh is an eminent scholar and leader in science education. Her clear explanations and examples add to the reader’s understanding. The more basic sections are ideal for educators training others to become science teachers. However, the more advanced sections are too complex for beginners. However, her book might be more accessible to advanced students if the references are expanded to include the most significant papers in the series.Detection and enumeration of Aspergillus fumigatus and Aspergillus niger in indoor air by plating on non-selective media.
Aspergillus fumigatus is a saprophytic fungus capable of causing aspergillosis in immunocompromised hosts and its presence in indoor air has been shown to be an important risk factor for allergic and asthmatic reactions in humans and animals. Thus, it is critical to have rapid methods to detect and enumerate A. fumigatus in indoor air. We describe and evaluate two methods for quantifying A. fumigatus in indoor air using non-selective culture media on microscope slides. Aspergillus niger was used as a control organism since A. fumigatus is not a significant human health concern and does not produce the allergens that cause allergic reactions. A total of 24 samples of indoor air (0.5-10 l) were collected from three different rooms at a hospital in Lyon, France, and from a laboratory. Enumeration of colonies of A. fumigatus and A. niger was performed by plating 0.1 ml of concentrated extract on solid Sabouraud dextrose agar, after spreading 100 μl of individual spores from each species. The samples were incubated for 5-7 days at 35 °C, and the colony forming units (CFU) of A. fumigatus and A. niger were estimated. A scatterplot of A. fumigatus and A. niger CFU was created from data
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How to remove NaN and negative values from a large dataframe (Pandas)
I am new to using pandas and would like to understand the best way to remove NaN and negative values. My df looks like:
0 1 2
0 0.8392851 0.000000 0.000000
1 0.000000 0.978050 0.000000
2 0.000000 0.000000 0.982813
3 0.000000 0.000000 0.000000
4 0.000000 0.000000 0.000000
5 0.000000 0.000000 0.000000
6 0.000000 0.000000 0.000000
7 0.000000 0.000000 0.000000
8 0.000000 0.002480 0.972813
9 0.000000 0.000000 0.000000
10 0.000000 0.000000 0.000000
11 0.000000 0.000000 0.000000
12 0.000000 0.000000 0.000000
13 0.754585 0.000000 0.000000
14 0.000000 0.000000 0.696511
15 0.000000 0.000000 0.000000
16 0.734400 0.000000 0.000000
17 0.000000 0.000000 0.000000
18 0.000000 0.000000 0.000000
19 0.000000 0.000000 0.000000
I would like to remove the NaN and negative values from the dataframe.
df = df.replace(to_replace=np.NaN, value=None, regex=True, inplace=True)
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Raajneeti. Theatrical poster of 2009 Hindi film, set in the era of the Mughal Empire with Devgn (AKA Ajay Devgn) in the dual role of Raja Pratap Singh (1734) and his two sons. Raajneeti (2009) is an Indian epic film directed by Rakesh Keshav. Set during the era of the Mughal Empire, it is based on the life of Raja Pratap Singh of Amber and his two sons. The film is the biggest blockbuster of 2009 in India with a record of over 20 crore collected on its first day. It was the first Indian film to earn a record of a billion-rupees on its first day itself, with it subsequently breaking the previous record of 22 crore by Prakash Jha’s Bajrangi Bhaijaan and the first Indian film to hold the running NRI and GCC record (North America, Guam, and China) at the box office.
Screenplay: Raajneeti is a historical biopic about the life and times of the Mughal emperor, Ranjit Singh (1780â€“1839), who belongs to the Khalsa army from the Sujanpur (Hapur) village of modern-day Pakistan. His mortal enemy was the British Government who captured and executed him as a rebel, ruled by his sisterâ€“ in-law – Maharani Jindan Kumari, while his wife, the reigning Empress Akbar-Nahin, left him and fled to India for her sake and Ranjit Singhâ€™s motherâ€“in-law, Empress Jindan Kumari, demanded compensation from the British. The British Government, on the other hand, refused to pay any compensation to the Sujanpur village, in which the Khalsa Army Â held political power. It only considered the Khalsa Army as outlaws and did not recognise their legitimacy. The movie though has many historical and social inaccuracies.
Cast: Abhishek Bachchan as Ranjit Singh, Akshay Kumar as Maharaja Sher Singh, Ajay Devgan as Maharaja Amar Singh, Tiga as Narbada, Vidyut Jamwal as Padmaheera, Dharmendra as Teja, Poonam Dhillon as Harkhali, Kanwaljit Singh as
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