The features of Python and its modules are compared in this paper against those of other programming languages like R. The article also delves into the characteristics and motivations that have contributed to Python and its modules' meteoric rise in favour among data scientists and app developers. Their value and importance in solving real-world problems and making meaningful advancements in existing applications are also not to be underestimated.

Working with patients who experience suicidal ideation is a challenging role for mental health professionals. Whilst services ensure that patients are rightfully protected from avoidable harm and moral injury, it appears that staff are not given the same consideration. Existing models of trauma informed care may be readily adapted to include a both staff and patients since it's principles apply beyond mental health services to all services and beyond patients to all those involved in healthcare.

The research was aimed at evaluating the growth and yield performance of tomato under different water regimes and different ricehusk biochar application rates. A trial was conducted during the 2022 dry season at Wudil in Kano State. The experiment was laid out in a Split Plot design. The experiment consisted of two factors; biochar at six different application rates (15, 13.75, 12.5, 11.25, 8.75 and 5tons/ha) and irrigation regimes (100, 50 and 25% irrigation). Which were combined to produce 18 treatments? Prior to planting, fifteen soil samples (0-15 cm) were collected randomly and bulked to obtained three composite soil samples for physical and chemical analysis using standard laboratory procedures. Growth and yield parameters were taken from 2WAT at 2 weeks intervals in each plot and. The result showed that aplication of biochar has a significant effect on crop growth and yield especially at 50% irrigation. Therefore it is recommended that 15tons/ha of rice husk biochar at 50% irrigation is very suitable for use by farmers in the study area.

Background: Research misconduct is a global concern in biomedical science. There are no comprehensive data regarding the perception and situation of scientific misconduct among the Iranian medical faculty members. We conducted a nationwide survey to assess the research misconduct among the medical faculty members in Iran. Methods: We used the Persian version of the research misconduct questionnaire (PRMQ) on the Google Forms platform. We sent the survey link to a systematic random sample of medical faculty members in Iran (N = 4986). Descriptive analyses were performed on the individual items of the PRMQ, with frequencies and percentages for categorical and Likert-type response items, and means and standard deviation (S.D.) for continuous variables. Chi-square analysis was conducted to test hypotheses examining differences in the frequency of responses related to factors influencing misconduct. We also defined four tenure categories (TC) based on the working years of the participants as tenured faculty members. All the analyses were performed using R 3.6.0. Results: The response rate was 13.8% (692 responses). Nearly 70% of the respondents agreed that their publication output would be of higher quality if there were no publication pressure. Approximately three-quarters (N =499, 72.1%) of the respondents had been aware of some instances of research misconduct during the previous year according to their understanding of misconduct. Among the participants, 18.5% perceived the effectiveness of their associated organisation's rules for reducing research misconduct to be high or very high. Pressure for tenure was identified as the item most frequently perceived with a strong behavioural influence on engaging in research misconduct (80.2%). Conclusions: This study confirms that research misconduct needs to be actively addressed among the medical faculty members. Making policies with a focus on boosting awareness regarding the occasions of scientific misconduct and its management seems to be indispensable in the future in Iran.

The effects of seed provenance on daily seed germination, cumulative a seed germination and germination percentage of Jatropha Curcas L. was studied in the 2019 at the fruit and vegetable teaching and research Farm of Department of agricultural Science, Shehu Shagari College of Education Sokoto, Nigeria. The study area comprised of four senatorial zones of Sokoto state, Nigeria covering Sokoto Central Zone with Sokoto South, Wamakko, Kware and Binji Local Government Area. The Sokoto West Zone with Bodinga, Yabo, Shagari and Tambuwal Local Government Area. Sokoto East Zone with Gwadabawa, Goronyo, Isah and Sabon-Birni Local Government Areas. Seed accessions collected were dried properly and fumigated with nuval chemical and stored in polyethene bags. Uniform seed treatment was given to all the accessions prior to sowing, by soaking the seeds in water for 12 hours and subsequently sown directly on the field. They were laid out in a split plot design with three replications. Spacing was within the main plot, while seed germination was allocated the sub-plot. Data were recorded on percentage establishment, Daily seed germination, cumulative seed germination and germination percentage after the establishment count. Significant means were separated using the Duncan’s New Multiple Range Test (DNMRT). The highest daily germination (3.33a) was recorded at the seed accession (SE1), followed by the SE2 (P>3.00a) and the least being the SE4 (p<1.00C) whereas on the cumulative germination however, the seed accession at SE1 had the highest (P>17.67a) followed by those of accessions SC1 and SW4 (who were at par (P<14.33bc) and the least that form the accession of SC4 (P<5.33f). The seed accession at SE1 had the highest (P.>88.33a), followed by the SC1, and SW4 which were statistically at far (P.<71.67). Whereas the least being that at the accession SC3 (P.<46.67e). Consequently the seed at accession SE1 are therefore recommended for Jatropha cultivation in the semi-arid zone of Nigeria.