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mickeykedia

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Mumbai Population Density Map

Mumbai Population Data Map

Github repo: https://github.com/mickeykedia/Mumbai-Population-Map

Understanding Wards

Read Wikipedia page here https://en.wikipedia.org/wiki/Administrative_divisions_of_Mumbai

Data Source

Census 2011: http://censusindia.gov.in/pca/pcadata/pca.html

There is sub-ward level data available on the census website for Mumbai and Mumbai Suburban. These two datasets were collated and then the data was grouped by wards. The original dataset does not have Ward Names ('A', 'B', 'F/S' etc.) as used everywhere by the BMC.

This information was extracted by following the directions here: https://groups.google.com/forum/?hl=en#!searchin/datameet/ward$20mumbai/datameet/AG3hO7cn3VU/4lmdFlNxCAAJ

Incase the above link is not up, this is the conversation on the thread

On Monday, 14 December 2015 00:33:20 UTC+5:30, rithik...@idfcinstitute.org wrote:
Hello, 

I work with a Mumbai based research institute and we are interested in doing some ward level analysis based on Mumbai. 

I've downloaded the Primary census abstract which has ward level info on household amenities. 
However I see that the wards are identified as nos. eg. 1048 or 0835 etc. 
Wards as I understand, in the BMC are identified as A / B/ M west etc. 
Any idea if there is a one to one mapping of the census ward numbers to the BMC ward alphabets? 

Any help will be appreciated! Thank you! :) 

Rithika 

On Monday, December 14, 2015 at 2:44:16 PM UTC+5:30, Sumit wrote:
The first two digits of the ward number given in the Census dataset will match with the BMC's alphabetical list. 

Regards,
Sumit

On Monday, 14 December 2015 19:58:19 UTC+5:30, rithik...@idfcinstitute.org wrote:
Hey Sumit!

Just a quick qn, what do we do in case of wards such as M ward, where there is an M East and M West and similar such cases. 
So will we take the M E before M W because of the alphabetical order. thanks!!


Rithika,

You can take a look at the sequence given in the Census Handbook [page 10].
http://www.censusindia.gov.in/2011census/dchb/2722_PART_B_DCHB_%20MUMBAI%20(SUBURBAN).pdf

Regards,
Sumit

forked from rogerfischer's block: Prop F with SF Precincts

<!DOCTYPE html>
<html>
  <meta charset="utf-8">
  <head>
    <title>Mumbai Ward Level Population</title>

<style>

body {
          height: 100%;
          margin: 0;
          padding: 0;
          font-family: 'Lato', sans-serif;
          color: #272a2f;
      }

#mapcanvas {
        width: 960px;
        height: 600px;
        margin: 10px 10px 10px 10px;
        /*padding: 5px 5px 5px 5px;*/
        border: 0.2px solid #555;

}

.mumbai {
        fill: #f6f6f6;
        /*fill: #eee;*/
      }

.ward:hover {
        opacity: 0.4;
      }

.hidden {
        display: none;
      }

.mumbai-boundary {
        fill: none;
        stroke: #fff;
        stroke-width: none;
      }

div.tooltip {
        color: #222;
        background-color: #fff;
        padding: .5em;
        text-shadow: #f5f5f5 0 1px 0;
        border-radius: 2px;
        opacity: 0.9;
        position: absolute;
      }

.axis text {
        font: 10px;
      }

.axis line, .axis path {
        fill:none;
        stroke:#000;
        shape-rendering:crispEdges;
      }

/*
       Fill ranges for Quantized scale 
       ref: https://bl.ocks.org/mbostock/4060606
      .q0-9 { fill:rgb(247,251,255); }
      .q1-9 { fill:rgb(222,235,247); }
      .q2-9 { fill:rgb(198,219,239); }
      .q3-9 { fill:rgb(158,202,225); }
      .q4-9 { fill:rgb(107,174,214); }
      .q5-9 { fill:rgb(66,146,198); }
      .q6-9 { fill:rgb(33,113,181); }
      .q7-9 { fill:rgb(8,81,156); }
      .q8-9 { fill:rgb(8,48,107); }
      */

</style>

var width = 1060,
          height = 800;

// PROJECTION   
      /*
      A Different projection which doesn't work very well for Mumbai
      var projection = d3.geo.conicConformal() 
          .rotate([0, 0, 0])  
          .center([72.8777, 19.089]) // Approximately the coordinates of Mumbai (slightly North)
          .scale(90000)
          .parallels([37.06666666666667, 38.43333333333333])
          .translate([width / 2, height / 2])
          .precision(.1);
      */
      // MERCATOR
      var projection = d3.geo.mercator()
          .center([72.8777, 19.089]) // Approximately the coordinates of Mumbai (slightly North)
          .scale(90000)
          .translate([width / 2, 310]);

var path = d3.geo.path()
          .projection(projection);

var svg = d3.select("body").append("svg")
          .attr("width", width)
          .attr("height", height);

// Title inside the Map
      svg.append("text")
          .attr("x", "50")             
          .attr("y", "29")
          .attr("text-anchor", "start")  
          .style("font-size", "16px") 
          .style("text-decoration", "none")  
          .text("Mumbai Ward Level Map");

// Div for the tooltip 
      var tooltip = d3.select('body').append('div')
          .attr('class', 'hidden tooltip');

// Defining the scale
      var linear = d3.scale.linear()
                   .range(["beige", "red"]);

/*
      // Linear 2
      // Excluding outliers (but please check the data first)
      var quantize = d3.scale.quantize()
                        .range(d3.range(9).map(function(i) { return "q" + i +"-9";}))
      var linear2 = d3.scale.linear()
                   .range(["red", "white", "green"]);

// A scale to try with different thresholds. May be interesting to do this
      var threshold = d3.scale.threshold()
                   .domain([0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1])
                   .range(["#8e0152", "#c51b7d", "#de77ae", "#f1b6da", "#fde0ef", "#f7f7f7", "#e6f5d0", "#b8e186", "#7fbc41", "#4d9221", "#276419"]);
      */

// Using the queue library. We may be able to replace this with something that d3js 
      // do on its own
      queue()
            .defer(d3.json, 'Mumbai_Topojson.topojson')               
            .defer(d3.csv, 'ward_level_collated.csv') // REPLACE REF WITH DATA
            .await(ready);

// The default property to be mapped
      var property = 'TOT_P_DEN';

/**
      *
      * Finds the min and max for the property in the data. 
      * Also assumes that the property has integer values. 
      * @param data
      * @param property
      * @return 
      */
      function calculate_domain(data, property){

var d_prop = data.map(function(d){ return parseInt(d[property]);});
        var ret_value = {};

ret_value['min'] = d3.min(d_prop);
        ret_value['max'] = d3.max(d_prop);
        return ret_value;
      };

/**
      *
      * The ready function which after the data is loaded creates all the elements
      * etc. 
      *
      */
      function ready(error, MAP, DATA) {    // REPLACE REF WITH DATA
        if (error) throw error;

//console.log(MAP)   // CHECK YOUR MAP
        //console.log(DATA)  // CHECK YOUR DATA

// Set domain for the scales
        var dom = calculate_domain(DATA, property);
        linear.domain([dom['min'], dom['max']]);

// Mumbai data
        var mumbai = topojson.feature(MAP, MAP.objects.Mumbai);

var ward_id = {};
        DATA.forEach(function(d) { ward_id[d.Ward_Alphabet] = d.Ward_Alphabet})

var ward_names = {};
        DATA.forEach(function(d) { ward_names[d.Ward_Alphabet] = d.Ward_Names})

var prop_value = {};
        DATA.forEach(function(d) { prop_value[d.Ward_Alphabet] = +parseInt(d[property]); });
        //console.log(prop_value);

svg.append("g")
          .attr("class", "mumbai")
          .selectAll("path")
          .data(mumbai.features)
          .enter()
            .append("path")
            .attr("class", "ward")
            .attr("d", path)
        //    Try out the different scales.
            .style("fill", function(d) { 
              return linear(prop_value[d.properties.name]); 
            }) // population
            .on('mousemove', function(d) {
              // Gets coordinates for the Mouse pointer
              var mouse = d3.mouse(svg.node()).map(function(d) {
                  return parseInt(d);
              });
              // Un hides the div for the tooltip and the positions it
              // Also adds the html content
              // @TODO: Format the population values to put commas
              tooltip.classed('hidden', false)
                  .attr('style', 'left:' + (mouse[0] + 15) +
                          'px; top:' + (mouse[1] - 35) + 'px')
                  .html(ward_names[d.properties.name] + ": "+ prop_value[d.properties.name].toLocaleString());
            })
            .on('mouseout', function() {
                tooltip.classed('hidden', true);
            });

//Borders 
      svg.append("path")
          .datum(topojson.mesh(MAP, MAP.objects.Mumbai, function(a, b) { return a !== b; }))
          .attr("class", "mumbai-boundary")
          .attr("d", path);

// Legend 
      svg.append("g")
          .attr("class", "legendLinear")
          .attr("transform", "translate(50, 100)");

var legendLinear = d3.legend.color()
                                  .scale(linear)
                                  .title("Population Density / Sq. KM (2011)")
                                  .labelFormat(d3.format(",.0f"));
      svg.select(".legendLinear")
          .call(legendLinear);

};

</script>
  </body>
</html>

https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js

https://cdnjs.cloudflare.com/ajax/libs/topojson/1.6.19/topojson.min.js

https://d3js.org/queue.v1.min.js

https://cdnjs.cloudflare.com/ajax/libs/d3-legend/1.10.0/d3-legend.js