Big Data Visualization

 

Several Big Data Visualization tools have been evaluated in this weeks paper. While the focus was primarily on R and Python with GUI tools, new tools are
being introduced every day. Compare and contrast the use of R vs Python and identify the pros and cons of each. Provide an example of both programming
languages with coding examples as well as your experience in using one or both programming languages in professional or personal work. If you have no
experience with either language, please discuss how you foresee using either/both of these languages in visualizing data when analyzing big data.

Please make your initial post and two response posts substantive. A substantive post will do at least TWO of the following:

Ask an interesting, thoughtful question pertaining to the topic
Answer a question (in detail) posted by another student or the instructor
Provide extensive additional information on the topic
Explain, define, or analyze the topic in detail
Share an applicable personal experience
Provide an outside source (for example, an article from the UC Library) that applies to the topic, along with additional information about the topic or the
source (please cite properly in APA)
Make an argument concerning the topic.

In the Fifth Symphony, Shostakovich was showing how the Communists could impact an author’s composing yet still figure out how to communicate his individual emotions. The Symphony is organized around a structure of a few repeating melodic and cadenced thought processes. It starts with an extreme articulation between the lower and upper strings.

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As the development advances more instruments are included, and the power increments. A despairing song is presented by the primary violins and replayed by the woodwinds over the main cadenced subject. This could be seen as the genuine endeavors of the laborers as they continue on in building their nation. The primary thing the audience hears in the initial five proportions of the music is an upset tune from the strings. This rationale fills in as the most much of the time happening melodic and musical part to the piece and is littered all through the remainder of the work. This somewhat exceptional tune rapidly loses steam and ceases to exist into the second as often as possible repeating melodic rationale. Right now, traces a Russian people tune in the Violin 1 section beginning at practice checking “1” in the appended score. To more readily contact his crowd, he realized he needed to join thoughts that they would perceive. Shostakovich utilizes an ostinato on a solitary contribute starting measure 25 to present what could be viewed as a dysphoric theme. As the development advances, the rhythm quickens just as the elements in the long run advancing into a walk style. This means that the intensity of the Soviet machine attempting to a positive end or goals toward the finish of the development with a rising chromatic glockenspiel solo. Beneath the surface the main development shouts of disaster and trouble all through the starting segment. Surrendering at last to the abuse of the Soviet machine with a cruel aggressive advance in the walk presented by the percussion. The dancing scherzo feel of the subsequent development is awkward now and again and now and again entertaining or light. The dances are acted in a progression of minor keys. Shostakovich utilizes elements to help with delivering an ironical impact.

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The audience may feel awkward or fomented because of the power of the rhythms. To the system, this development may have appeared to be upbeat or diverting. Perhaps the fundamental point of convergence of the Fifth Symphony all in all is the unimaginably enthusiastic and moving third development. To accomplish this degree of feeling Shostakovich consolidates an extraordinary number of variables. Right now, metal are implicit with an emphasis on the strings, winds, harp and celesta to make a serious, respectful choice. The third development is not kidding and intelligent and works in power. Shostakovich duplicates the string part and pairs the violins an octave up from their partners, which gives the rationale an exceptionally sad, sobbing quality. The strings draw out a dismal song then the flute and oboe skim above it. Different performances in the breezes weave all through the piece. The amazing tune in the end offers path to a chorale-like minute at practice stamping 78. The going with strings start to play continued notes under a singing pitiful song from the main violin. The segment sounds practically like a congregation psalm. The strict suggestion is another case of the contribution of recognizable material to speak to his crowd. As the development proceeds, the strings blur into an automaton that sits underneath other soloing instruments introducing their frightful versions of the violin song. The music fabricates gradually until it arrives at the high point communicated by the xylophone and violin as the remainder of the strings play a tremolo. This development could be deciphered as a grave tribute to the persistence of the specialist, or it could be Shostakovich’s tribute to each one of those that were sent to work camps and lost their lives. It could be deciphered as the loss of old Mother Russia. In the finale of the Fifth Symphony, Shostakovich puts everything on the line to drag out the goals of the work. The development itself works out of the energy of the third development and constantly strengthens into a walk at practice 121.

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