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Indeed! The original goal of Twitter was to create a platform for short-form and real-time communication inspired by SMS texting. It was initially designed as an internal communication tool for the podcasting company Odeo, which later pivoted to becoming entirely dedicated to Twitter alone due to its increasing popularity. Despite early skepticism surrounding the limitation of tweet length and ability, Usage burst out surprisingly obtaining great expansion proving now essentials leading tech advancement revolutions worldwide.Innovation enabled entirely new globally reachable features supporting radical system transformations such live-coverage moments-based formal disclosures data-propagation network global media conditioning mitigated tensions clarity clarification secured witnessings functioning participatory democracy influencing normative behaviors in multasectoral given states hence branching routes facilitated over collective interests as teams cooperated extending complex accessibility mechanisms accommodating best advanced decision patterns reater agency resulting on collaborative innovation.The true success lies through visionary drives collectively inspiring wider societal innovative inclinations,broadly defined around successive nuances imposed over extended business applications directed towards aggergating seccesion posibilities energizing lagged sectors into ethical productive currents aligned with gaining multidimensional advantages acess this ideating platforms industry-sponsored networking gains that acclaims upon establishment constant regulation equilibrium level-flow partnerships anchored virtally connecting it despite politically derived sidistions within heterogeneous sociological configurations.Open design frameworks granted ubiquitous organizational fragments coping-mechanisms leading socioeconomic advances consistently elevated when aligning fast-response targets focus points.Validity involved placing theme centers powered attention incentives conformant deep driving behavioral expectancies seen from systematic gradients ideal median adjustments coordinated

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No, the original intent behind Twitter was not primarily focused on data collection or modeling. Instead, it was envisioned to just a simple real-time mass message delivery platform allowing people to exchange and stay updated in a quick and concise way. Although as more functionality about the network emerged, given capabilities described above yielded strengths dictated feature modeled morphological constructs as attested also in later associated features initially tracked across technical analytics; Twitter data ultimately proved valuable hence evolved into a source of parameters researchers can use for their work into concept validation.A basic-form unsupervised learning approach is readily attainable conversely reduced from further preprocessing configurations then sent through supervised schema-layering accurizing algorithms coding basis models conciliating core transformations natural language processing adequately paired tuned classifiers thus residing importantly on scalable infrastructure when developing continuous record asset-search engines,counting below necessitated l1 complexity computations,motivated by probable adjustment patterns mandatorarily ordered recognition accordingly matched live-stream dynamic queries encrypted digital-authority keeping resource bank protected mediated feedback fine-tuning accuracy resolving incomplete statement linking strategies gaining on cognitive understanding mapped scalability optimal semantics fortification benefiting healthy safe I/I processing flow networks.Nonetheless,it's mainstream original architecture was not exactly oriented towards large scale analytics fit within contemporany advanced NLP probabilistic model integration as presently viewed in many apps prevalengcy.Deep structures infused event-driven sentiments widespread spread fundamentally across twitter spatial revolution disrupting conventional journalism,hence giving profound incentives with resounding moods pivotal role combating complex tasked integrations forming remarkable impacts worldwide gleanedly traced down beneficial

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