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Unveiling the Truth: Tesla Crash Statistics and Safety Analysis 2023. Data Mining Mike with the BloomingBiz Media Network Investigates in this trending helpful video to increase public safety and awareness of electric cars. Bottom line up front 13.8% of Tesla deaths involve fire. And That’s Just the Tip of the iceberg. If you are thinking about purchasing a Tesla or any form of electric vehicle you should highly consider this information. Hello world my name is data mining Mike. I'm a data scientist and machine learning researcher with the blooming biz media network and today we are going to data mine into the world of Tesla fatalities. I am highly confident at the end of this period of instruction you will be able to take what you have learned and be a more informed consumer and defensive driver about the world of electric vehicles. I originally sourced the data from an amazing open source repository that holds information for the public to be data mined. But Kaggle's not for the weak or faint of heart, this is BIG DATA we're talking about. In fact a more relevant (continuous) dataset is available via and they are reporting that fire deaths are 17%! if you want to learn cool new things and you have the skills of a data miner then check out kaggel. people ask me all the time, what is an ice axe have to do with data mining? The reason is that your data is a reflection of your soul and most people are just so damn cold that their data is frozen too. But you have a chance to change that today. By simply giving this video a “like”, warms your soul. The penny-less -actions of subscribing, floods you with Warm karma. Like Bruce Lee said, “You must become the water”. But it seems that NOT even water cannot put-out an EV fire. That’s why you NEED to act now and share this video with all your Tesla driving friends! Back to the data, While Tesla Motors will never directly report the data findings the way I am it's up to you to mine through the data and make your own decision. Its not like any RATIONAL company is going to give you a more detailed analysis of their flaws. They don’t even bother reporting the stats. You have to figure them out yourself. While 296 total Tesla Motor deaths is not that many in hindsight, further sample testing must be conducted in the future to determine if the information is statistically significant to the overall vehicle population. when cleaned and explored, the Tesla Motor Fatalities Dataset indicates, that more victims are passengers in the countries of: USA, Canada, Germany, and China; While the vast majority of deaths involve one person. A noticeable increase in deaths starts in 2020. Additionally, the number of Tesla deaths doubled in 2022 vs. 2021. (pie graph) Since the inception of the Tesla EV, only 43 states have had fatalities. The highest state being California. (Graph of States) The words describing the fatalities, ‘fire’ and its synonyms were counted in 41 different instances; yielding a descriptive statistic of 13.8 % of Tesla Motors fatalities involving fire. (wordcloud) (41 /296 = 13.8%) As a baseline statistic, this study can now be useful in distribution testing relative to the U.S. auto deaths. Overall, more data, needs to collected and examined overtime to monitor this trend. Also, this study serves as a baseline for comparing Electric Vehicles (EVs) as more automakers manufacture them for the daily driving. Lets mine into the data with Python. If you expected Tesla Motors to give you perfectly clean and structured datasets involving the shocking truth then you would be wrong. like all datasets I must clean it. The first thing I have to do is import the necessary libraries. This concludes our period of instruction and I am now highly confident you are armed with information that make you a better consumer and defensive driver around Tesla vehicles. because of this, Please subscribe smash the bell and share this video in order to raise awareness of Telsa explosions.
