{
    "info": {
        "author": "Simone Murzilli; Guido Barbaglia",
        "author_email": "geobrickspy@gmail.com",
        "bugtrack_url": null,
        "classifiers": [],
        "description": "Raster Correlation\n====================\n\nThe library provides an easy way correlate raster of the same size. It returns a json containing statistical outputs and frequencies information to be directly used with Highcharts JS or Matplotlib chart libraries.\n\n# Installation\n\n## Dependencies\n\nThe library has different dependencies (see also requirements.txt) click, watchdog, flask, flask-cors, numpy, scipy, pysal, brewer2mpl, rasterio, GeobricksCommon.\n\n## On Ubuntu\n\n```bash\nsudo add-apt-repository ppa:ubuntugis/ppa\nsudo apt-get update\nsudo apt-get install python-numpy libgdal1h gdal-bin libgdal-dev\n```\n\nIn case of compiling errors for numpy\n```bash\nsudo apt-get install libblas3gf libc6 libgcc1 libgfortran3 liblapack3gf libstdc++6 build-essential gfortran python-all-dev libatlas-base-dev python-dev\n```\n\nIn case of compiling errors for scipy\n```bash\nsudo apt-get install libblas-dev liblapack-dev\n```\n\n## Installation\n\nThe library is distributed through PyPi and can be installed by typing the following commands in the console:\n```\npip -r https://raw.githubusercontent.com/geobricks/geobricks_raster_correlation/master/requirements.txt\n\npip install GeobricksRasterCorrelation\n```\n\n**N.B.** Due to a well known PyPi issue it's not possible to install scipy and pysal through setup.py or requirements.txt \n\nIn order to install pysal run the following command\n```bash\npip install pysal\n```\n\n\n# Examples\n\n## Library usage\n\n```python\nfrom geobricks_raster_correlation.core.raster_correlation_core import get_correlation\n\nraster_path1 = \"path_to_raster1.tif\"\nraster_path2 = \"path_to_raster2.tif\"\n# Number of bins to be applied to the scatter chart\nbins = 300\ncorr = get_correlation(raster_path1, raster_path2, bins)\nprint corr\n```\n\n## Example with matplotlib\n\nThis example generate a correlation chart with matplotlib\n\n```python\nfrom geobricks_raster_correlation.core.raster_correlation_core import get_correlation\nfrom matplotlib import pyplot as plt\nfrom matplotlib.pylab import polyfit, polyval\n\n# input to your raster files\nraster_path1 = \"path_to_raster1.tif\"\nraster_path2 = \"path_to_raster2.tif\"\n\n# Number of sampling bins\nbins = 150\n\ncorr = get_correlation(raster_path1, raster_path2, bins)\nx = []\ny = []\ncolors = []\n# print corr['series']\nfor serie in corr['series']:\n    colors.append(serie['color'])\n    for data in serie['data']:\n        x.append(data[0])\n        y.append(data[1])\n\n# Adding regression line\n(m, b) = polyfit(x, y, 1)\nyp = polyval([m, b], x)\nplt.plot(x, yp)\n\n# plotting scatter\nplt.scatter(x, y, c=colors)\nplt.show()\n```\n\nThe returned json:\n \n * corr['stats']  contains the statistics: slope, p_value, std_err, intercept, r_value\n * corr['series'] contains the output series that can be used directly as an Highcharts input or with Matplotlib.",
        "description_content_type": null,
        "docs_url": null,
        "download_url": "UNKNOWN",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "http://pypi.python.org/pypi/GeobricksRasterCorrelation/",
        "keywords": "geobricks,processing,raster,gis,gdal,correlation,raster correlation,highcharts",
        "license": "LICENSE.txt",
        "maintainer": null,
        "maintainer_email": null,
        "name": "GeobricksRasterCorrelation",
        "package_url": "https://pypi.org/project/GeobricksRasterCorrelation/",
        "platform": "UNKNOWN",
        "project_url": "https://pypi.org/project/GeobricksRasterCorrelation/",
        "project_urls": {
            "Download": "UNKNOWN",
            "Homepage": "http://pypi.python.org/pypi/GeobricksRasterCorrelation/"
        },
        "release_url": "https://pypi.org/project/GeobricksRasterCorrelation/0.1.13/",
        "requires_dist": null,
        "requires_python": null,
        "summary": "Geobricks library to correlate two raster and create statistics and scatter charts.",
        "version": "0.1.13"
    },
    "last_serial": 1634220,
    "releases": {
        "0.0.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "aed45d14af027d6462bbec80dba84de3",
                    "sha256": "07e4ff0be3c97436b2a12d9ebfe64fc908306cfc8a4f23bc09a957380a83d27f"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.0.1.tar.gz",
                "has_sig": false,
                "md5_digest": "aed45d14af027d6462bbec80dba84de3",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8866,
                "upload_time": "2014-11-25T11:02:18",
                "url": "https://files.pythonhosted.org/packages/3f/be/fc233851e18c461b83f60e39bd271aa43a74c83185df645dc9033dc8c1b8/GeobricksRasterCorrelation-0.0.1.tar.gz"
            }
        ],
        "0.1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "577f67d1d943257113d3d66407195a3d",
                    "sha256": "d214aa078f76ea5772d200042435fd9b10b8c685f444fafee1e73c1239b90a3a"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.1.0.tar.gz",
                "has_sig": false,
                "md5_digest": "577f67d1d943257113d3d66407195a3d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8404,
                "upload_time": "2014-12-27T17:02:31",
                "url": "https://files.pythonhosted.org/packages/27/ea/acd22c2981cf8d52eab2f5b910363353fc9b81394f422e782c191951bcc4/GeobricksRasterCorrelation-0.1.0.tar.gz"
            }
        ],
        "0.1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c295416554d51772a6006cea442ed98c",
                    "sha256": "e7e717e8b36425113980d8a33f0b42ea4181fa9354695e928c2cf2a65873f26b"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "c295416554d51772a6006cea442ed98c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 9528,
                "upload_time": "2015-03-16T14:54:32",
                "url": "https://files.pythonhosted.org/packages/c9/8a/8eb6444896e22d152bc43b4b98615f72ea4b0adfd117e30de4f516f6a3e4/GeobricksRasterCorrelation-0.1.1.tar.gz"
            }
        ],
        "0.1.10": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2a1bde79e60df31712f834c84b460fd9",
                    "sha256": "6d38641ee3efbfba03160d57f8c59559b67d3d614d1abacb3e333d753a285322"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.1.10.tar.gz",
                "has_sig": false,
                "md5_digest": "2a1bde79e60df31712f834c84b460fd9",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 11938,
                "upload_time": "2015-04-28T12:22:58",
                "url": "https://files.pythonhosted.org/packages/0f/ff/545c90a433d71bcc9c190996e8014dca2469b5575fc8e08ff8716f60c3c3/GeobricksRasterCorrelation-0.1.10.tar.gz"
            }
        ],
        "0.1.11": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "ef1bc8d97b255161a7f1ef8946afc449",
                    "sha256": "560e25f7d6d47f5c9e45e356e5740323aa058a90998372d10d9993ffd462817a"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.1.11.tar.gz",
                "has_sig": false,
                "md5_digest": "ef1bc8d97b255161a7f1ef8946afc449",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 11936,
                "upload_time": "2015-04-28T12:28:49",
                "url": "https://files.pythonhosted.org/packages/0f/a0/5e02c5103f79957df30fcff7a4cd9080273d6d811ea1a28fe8227ba8ea4c/GeobricksRasterCorrelation-0.1.11.tar.gz"
            }
        ],
        "0.1.12": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "5c6913bb78eadb2a1f2b5063d5ace120",
                    "sha256": "ed43f431f103c8e0de1b14b5d1a91df4eb26c3cf11b7fbc8e9b82d37bde5349b"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.1.12.tar.gz",
                "has_sig": false,
                "md5_digest": "5c6913bb78eadb2a1f2b5063d5ace120",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 11280,
                "upload_time": "2015-07-15T08:37:10",
                "url": "https://files.pythonhosted.org/packages/b2/c9/d52949b065b3fed4267f3ad12bf87bbfb034f100fad1414e19ee5f2ebf34/GeobricksRasterCorrelation-0.1.12.tar.gz"
            }
        ],
        "0.1.13": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "24fd13091e4681257d06aa55836d9c29",
                    "sha256": "cf910fc3d3c0694bcf99ce3c7f06e15f32d8f3ec4fb7e518774c9d54d101b02a"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.1.13.tar.gz",
                "has_sig": false,
                "md5_digest": "24fd13091e4681257d06aa55836d9c29",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 11577,
                "upload_time": "2015-07-15T11:18:03",
                "url": "https://files.pythonhosted.org/packages/c4/d7/98bbb0c8326aec5b1958a8fb71238d0cefc39aeae7a5de9f1530634cef29/GeobricksRasterCorrelation-0.1.13.tar.gz"
            }
        ],
        "0.1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d0c6697abb820534a2265204d9ad7459",
                    "sha256": "ae6ebfba22182193a489c1e124ad4c0722c50b6e473568535c0e4731fb793a43"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.1.2.tar.gz",
                "has_sig": false,
                "md5_digest": "d0c6697abb820534a2265204d9ad7459",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10348,
                "upload_time": "2015-04-16T15:57:16",
                "url": "https://files.pythonhosted.org/packages/d8/18/0da22959a09e5edce15420ee09c0f5c31d6435183637143a01cac5d54c9f/GeobricksRasterCorrelation-0.1.2.tar.gz"
            }
        ],
        "0.1.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1e0d276566e7009a35ad48c448419002",
                    "sha256": "58c9874711fbba371cdef20dd178daa4e10920171660237b45db7dbfa7c1d5d9"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.1.3.tar.gz",
                "has_sig": false,
                "md5_digest": "1e0d276566e7009a35ad48c448419002",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10485,
                "upload_time": "2015-04-17T14:09:25",
                "url": "https://files.pythonhosted.org/packages/51/3f/bc5b20adc8bc5e086ec9219c0f3341b2d89b75d6a2f99bdd7158dff482af/GeobricksRasterCorrelation-0.1.3.tar.gz"
            }
        ],
        "0.1.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d99e6d4dddefd23db6bbd1ee7330dff3",
                    "sha256": "0209f2b85adf4d8074026640b92b0667d87c520e0586ee08981b6c21ce9c9bd8"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.1.4.tar.gz",
                "has_sig": false,
                "md5_digest": "d99e6d4dddefd23db6bbd1ee7330dff3",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 9398,
                "upload_time": "2015-04-18T11:14:49",
                "url": "https://files.pythonhosted.org/packages/44/81/408a76fe4b91c20c5e0114c6ff47772b3c850d9aa348b43a450e2292ed97/GeobricksRasterCorrelation-0.1.4.tar.gz"
            }
        ],
        "0.1.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "be0bb06cc8164406f32110574d1bd913",
                    "sha256": "e48d21d3b8adefca33d4fe23adba623740bb2a1f1d7be33b0522a91f9a182040"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.1.5.tar.gz",
                "has_sig": false,
                "md5_digest": "be0bb06cc8164406f32110574d1bd913",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 9372,
                "upload_time": "2015-04-18T11:18:27",
                "url": "https://files.pythonhosted.org/packages/a5/61/69c75b008c830381046739d0e3510e4b4a8685b5aa018c0522dd027a8686/GeobricksRasterCorrelation-0.1.5.tar.gz"
            }
        ],
        "0.1.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a23809d0d162ca12ef7464f3421defe3",
                    "sha256": "f87e0fcccb4889109855b39f6ccadafc891a11d4e6ab2bf5abc7c5dcd02a50fd"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.1.6.tar.gz",
                "has_sig": false,
                "md5_digest": "a23809d0d162ca12ef7464f3421defe3",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 9414,
                "upload_time": "2015-04-18T11:22:23",
                "url": "https://files.pythonhosted.org/packages/41/67/bd785e96330f365aa06a6a3d50fab53f0be298428a35c0250f5d6ddc41af/GeobricksRasterCorrelation-0.1.6.tar.gz"
            }
        ],
        "0.1.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "acc3e9ddabf01be4c06831568f9476e2",
                    "sha256": "ac459e8d38b496849ca5c1ad114eab6946cc7d8cb932df452e715dc40cbc4996"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.1.7.tar.gz",
                "has_sig": false,
                "md5_digest": "acc3e9ddabf01be4c06831568f9476e2",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8621,
                "upload_time": "2015-04-27T16:21:12",
                "url": "https://files.pythonhosted.org/packages/aa/44/15d37a9fc6cf98a3e4a9b8f5758523181b1cb8f75ac0448f8c248b0c6ab8/GeobricksRasterCorrelation-0.1.7.tar.gz"
            }
        ],
        "0.1.8": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4ab866011e4fd1e9e8ff9514a4106009",
                    "sha256": "086bf3da7faa573a31bf6e4e30ab506aae9c03c6046325506fd51680e115f4b6"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.1.8.tar.gz",
                "has_sig": false,
                "md5_digest": "4ab866011e4fd1e9e8ff9514a4106009",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8613,
                "upload_time": "2015-04-27T16:21:54",
                "url": "https://files.pythonhosted.org/packages/f0/55/82be9c235280f7b736b8e2719439dd8328684b3f366359f36d573884f2fe/GeobricksRasterCorrelation-0.1.8.tar.gz"
            }
        ],
        "0.1.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "035f92af8f97982e513e49de3f3678e8",
                    "sha256": "38dbefe67f97fc36659fd1bc273e0e29aef64ae3182761e54b6eb1a70542eab2"
                },
                "downloads": -1,
                "filename": "GeobricksRasterCorrelation-0.1.9.tar.gz",
                "has_sig": false,
                "md5_digest": "035f92af8f97982e513e49de3f3678e8",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8657,
                "upload_time": "2015-04-27T16:36:21",
                "url": "https://files.pythonhosted.org/packages/79/00/932a494366eb4730ee87e78a6caaa29d3df91570d176438ef4dc40c29342/GeobricksRasterCorrelation-0.1.9.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "24fd13091e4681257d06aa55836d9c29",
                "sha256": "cf910fc3d3c0694bcf99ce3c7f06e15f32d8f3ec4fb7e518774c9d54d101b02a"
            },
            "downloads": -1,
            "filename": "GeobricksRasterCorrelation-0.1.13.tar.gz",
            "has_sig": false,
            "md5_digest": "24fd13091e4681257d06aa55836d9c29",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 11577,
            "upload_time": "2015-07-15T11:18:03",
            "url": "https://files.pythonhosted.org/packages/c4/d7/98bbb0c8326aec5b1958a8fb71238d0cefc39aeae7a5de9f1530634cef29/GeobricksRasterCorrelation-0.1.13.tar.gz"
        }
    ]
}