Update README.md

README.md

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 <p><small>Project based on the <a target="_blank" href="https://drivendata.github.io/cookiecutter-data-science/">cookiecutter data science project template</a>. #cookiecutterdatascience</small></p>
+
+### Before Getting Stated
+
+If you are only interested in looking at the notebook then go to (There are notebook rendering problems in github ecosystem, in particularly with plotly):
+
+https://nbviewer.jupyter.org/github/Ruturaj4/jimmy_wrangler/blob/master/notebooks/Jimmy_Wrangler.ipynb
+
+Also, all the values are estimates and from 2018 United States census and homelessness estimated data. All the graphs are plotted using `plotly`.
+
+### Aim
+
+Jimmy Wrangler - Data Explorer is an introductory data science project. The objectives of this project are:
+
+* Find public data sets
+* Do exploratory data analysis by combining them
+* Plot results
+
+### Project Idea
+
+Homelessness count vs Total resident population - 2018, United States
+
+### Gathering datasets
+
+I believe that the datasets we use for analysis must come from credible sources.
+Hence, for this project I used data from United States government. I used 
+a couple of datasets - homelessness dataset and US census dataset.
+
+Dataset source:
+
+* Homelessness data: https://www.hudexchange.info/resources/documents/2007-2018-PIT-Counts-by-CoC.xlsx
+* United States census estimate data - https://www2.census.gov/programs-surveys/popest/tables/2010-2018/state/totals/nst-est2018-01.xlsx
+
+### Plots
+
+1) Following plot shows an estimated percentage of homelessness in 2018 by state.
+
+100 * Homeless Count / Total population
+
+![alt text](/reports/figures/homelessness_percentage.png)
+
+2) Following plot shows an estimated count of homeless population in 2018 by state (per 10000 population). Note that the following graph is almost same as above, I though it would be better to plot realistic numbers (greater than 1).
+
+10000 * Homeless Count / Total population
+
+![alt text](/reports/figures/homelessness_per_10000.png)
+
+3) Following geo-plot shows an estimated percentage of homelessness in 2018 by state.
+
+![alt text](/reports/figures/homlessness_geoplot.png)
+
+### License
+
+<b>MIT</b>