Twitter is becoming an increasingly popular platform used by financial analysts to monitor and forecast financial markets. In this paper we investigate the impact of the sentiments expressed in Twitter on the subsequent market movement, specifically the bitcoin exchange rate. This study is divided into two phases, the first phase is sentiment analysis, and the second phase is correlation and regression. We analyzed tweets associated with the Bitcoin in order to determine if the user’s sentiment contained within those tweets reflects the exchange rate of the currency. The sentiment of users over a 2-month period is classified as having a positive or negative sentiment of the digital currency using the proposed CNN-LSTM

Vocational education has great importance to comprehensive national development as it provides intermediate cadres able of operating the factories and laboratories in the farms and fields beside the work in the fields of health, service, administration and commercial. Due to the importance of this type of education in society, it is necessary to do a qualitative reform of vocational education in order to make the educational staffs get the necessary basic expertise to adapt the requirements of the labor market and try to rearrange and organize the workforce through put long-term economic and social policy through certain planning open to the workforce. The workforces structure according to gradual expansion in all the national ec

This paper deals with "the prohibition of autonomous weapons in the light of the principles of international humanitarian law", The autonomous  weapon is the newly developed type of weapon, and it is the latest of the genius of the human race in finding another "automatic" race to undertake combat operations on its behalf, However, this matter was not left at all, Rather, each party to the armed conflict must abide by the principles of international humanitarian law to avoid the harmful effects of that weapon, In particular, adherence to the text of Article 36 of the First Additional Protocol of 1977, which obliges the Contracting Parties to conduct a review of their weapons before their launch to find out what is prohibited and per

The percentage of fatty acids, quantity of tocopherols, tocotrienols, carotens and physiochemical characteristics of crude red palm oil have been evaluated, in addition to specific chemical detection of active compounds unsaponifiable matters. Results of Gas Liquid Chromatography showed:- The major fatty acids in red palm oil is palmitic (44.36%) then oleic (39.65%), linolenic (10.55%), stearic (3.56%), myristic (1.22%), arachdonic (0.24%) and palmotic (0.19%). Red palm oil contains ? – ?- ?- ? – Tocopherols with concentration 258 , 121 , 259, 109 m/kg oil , ? – ?- ?- ? – Tocotrienol with concentration 462.77 , 571.03, 619.18, 509.07 m/kg oil respectively. Total tocopherols & tocotrienols 2909.05 m/kg oil and

Aujourd'hui, la communauté internationale confronte à de multiples cas et des problèmes complexes qui s’étendent leurs effets au-delà des frontières, ce qui menace la paix et de la sécurité au niveau national, régional et international, où le terrorisme représente ici l'un des plus graves de ces problèmes. En effet, ce phénomène est devenu une réalité qui touche la sécurité mondiale grâce à sa capacité d'influencer dans plusieurs pays, ce qui souligne l'importance et la nécessité d'une coordination et d'intégration entre les différentes branches du droit international public, en tant que cadre dans lequel  peut  adapter les activités nationales et internationales de lutte contre le terrorisme et de p

  The current research tries to identify the employment of the digital technology in the formation of the theatrical show space. The researcher started with the significant importance of the digital technology and its workings in the formation of the contemporary theatrical show being a modern, artistic, aesthetic, intellectual and technological means to convey the topic in an integrated manner, as well as its close connection with the creative directive vision and the creative designing vision. It provides a variety of models of numerous implications in terms of transmission and advancement of the relationships represented by clarifying the scenography and dramatic conflict forms according to the numerous motivations of the directo

The theater has a living environment that resembles or realistically simulates the real life environment on the stage where we see the place, light and living being  as elements representing a picture of the life scene and for a period of time the theater merely conveyed that image, but with the development of the world industrially and technologically, the perception of this picture has evolved with the emergence of intellectual progress where  each part has advantages and  Philosophical goals that  are consistent with the evolution of form. The theatrical lighting, colors and landscapes have become parts in the composition of a new life component in form and content and based on the above this research is titled&nbs

The capital banking foundation stone upon which the bank in the practice of business activities, the more capital a good financial adequacy of the increased bank's ability to grant credit and expand the various activities and provide a safety element for depositors and other sources of funding to achieve profits and increase the trading volume of the shares, causing the rise the rate of return for the shares of banks and have the Central Bank as head of the banking system by issuing instructions capital increase banking, according to the requirements of economic development and increase gross domestic product by supporting investment projects that are financed through banks, the research aims to show the extent of the banks commitment to

The present of a foreign element in the Contract will call the conflict of many laws on the conclude of the contract; usually such conflict will end to the jurisdiction of one law, but in this case it will end to the jurisdiction of many laws on the conclude of the international contract but without being a common jurisdiction, each of the conflicting law will have its own jurisdiction.