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@charliejhadley
Last active September 12, 2017 14:24
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example data
example_data <- structure(list(reference.text = c("bRpDLgbjh2CGeCX", "bRpDLgbjh2CGeCX",
"bRpDLgbjh2CGeCX", "bRpDLgbjh2CGeCX", "bRpDLgbjh2CGeCX", "bRpDLgbjh2CGeCX",
"bRpDLgbjh2CGeCX", "fMDsELXVe7JWhLi", "fMDsELXVe7JWhLi", "khPPXOwUBNa9AcB",
"tGFDlIu0SvbdIyH", "MFAuW5KIgQBSvSV", "MFAuW5KIgQBSvSV", "MFAuW5KIgQBSvSV",
"MFAuW5KIgQBSvSV", "lyBVcctITtkYxBA", "lyBVcctITtkYxBA", "lyBVcctITtkYxBA",
"lyBVcctITtkYxBA", "lyBVcctITtkYxBA", "lyBVcctITtkYxBA", "lyBVcctITtkYxBA",
"H2UHirXAdc8ivjC", "H2UHirXAdc8ivjC", "H2UHirXAdc8ivjC", "H2UHirXAdc8ivjC",
"H2UHirXAdc8ivjC", "H2UHirXAdc8ivjC", "H2UHirXAdc8ivjC", "H2UHirXAdc8ivjC",
"H2UHirXAdc8ivjC", "QXFTsmsHgvKqE4m", "QXFTsmsHgvKqE4m", "CJIJvqa8e6JX7c1",
"PA77dlnPDAKpej7", "EYD8Jz3i8oIhU4N", "rnVWTKmuZct2TZp", "rnVWTKmuZct2TZp",
"rnVWTKmuZct2TZp", "rnVWTKmuZct2TZp", "rnVWTKmuZct2TZp", "rnVWTKmuZct2TZp",
"rnVWTKmuZct2TZp", "rnVWTKmuZct2TZp", "psdahebIRGeQiYS", "psdahebIRGeQiYS",
"psdahebIRGeQiYS", "psdahebIRGeQiYS", "psdahebIRGeQiYS", "psdahebIRGeQiYS",
"QaovoTDnZS3snhO", "zFusrrmoC050tDe", "zFusrrmoC050tDe", "zFusrrmoC050tDe",
"zFusrrmoC050tDe", "zFusrrmoC050tDe", "zFusrrmoC050tDe", "zFusrrmoC050tDe",
"zFusrrmoC050tDe", "qHoq1javPvLedHG", "qHoq1javPvLedHG", "qHoq1javPvLedHG",
"KJPLFxBEZ7MDevB", "KJPLFxBEZ7MDevB", "56ahTkhAoFyWqm2", "56ahTkhAoFyWqm2",
"56ahTkhAoFyWqm2", "56ahTkhAoFyWqm2", "56ahTkhAoFyWqm2", "56ahTkhAoFyWqm2",
"56ahTkhAoFyWqm2", "56ahTkhAoFyWqm2", "56ahTkhAoFyWqm2", "rW81HILXU2bl39N",
"rW81HILXU2bl39N", "rW81HILXU2bl39N", "rW81HILXU2bl39N", "rW81HILXU2bl39N",
"rW81HILXU2bl39N", "rW81HILXU2bl39N", "rW81HILXU2bl39N", "oewTEJ30oM53EvU",
"oewTEJ30oM53EvU", "oewTEJ30oM53EvU", "oewTEJ30oM53EvU", "oewTEJ30oM53EvU",
"oewTEJ30oM53EvU", "oewTEJ30oM53EvU", "oewTEJ30oM53EvU", "oewTEJ30oM53EvU",
"Psa6nNvRkM6zRJh", "Psa6nNvRkM6zRJh", "Psa6nNvRkM6zRJh", "Psa6nNvRkM6zRJh",
"Psa6nNvRkM6zRJh", "Psa6nNvRkM6zRJh", "Psa6nNvRkM6zRJh", "Psa6nNvRkM6zRJh",
"oOA9sn9dSuWFwEJ", "oOA9sn9dSuWFwEJ", "oOA9sn9dSuWFwEJ", "oOA9sn9dSuWFwEJ",
"oOA9sn9dSuWFwEJ", "oOA9sn9dSuWFwEJ", "oOA9sn9dSuWFwEJ", "oOA9sn9dSuWFwEJ",
"oOA9sn9dSuWFwEJ", "tKp9yEN067nDiwO", "MV196hsEOTocU4O", "MV196hsEOTocU4O",
"MV196hsEOTocU4O", "MV196hsEOTocU4O", "MV196hsEOTocU4O", "MV196hsEOTocU4O",
"MV196hsEOTocU4O", "MV196hsEOTocU4O", "MV196hsEOTocU4O", "MV196hsEOTocU4O",
"BqRFWQoE4x0zneg", "BqRFWQoE4x0zneg", "BqRFWQoE4x0zneg", "BqRFWQoE4x0zneg",
"BqRFWQoE4x0zneg", "BqRFWQoE4x0zneg", "BqRFWQoE4x0zneg", "BqRFWQoE4x0zneg",
"LZxGwx4erlXd9v8", "LZxGwx4erlXd9v8", "7sC0zcSjbIt5Aoy", "7sC0zcSjbIt5Aoy",
"7sC0zcSjbIt5Aoy", "7sC0zcSjbIt5Aoy", "7sC0zcSjbIt5Aoy", "7sC0zcSjbIt5Aoy",
"7sC0zcSjbIt5Aoy", "7sC0zcSjbIt5Aoy", "7sC0zcSjbIt5Aoy", "ycsm4MyxcfQ45Wj",
"ycsm4MyxcfQ45Wj", "ycsm4MyxcfQ45Wj", "ycsm4MyxcfQ45Wj", "ycsm4MyxcfQ45Wj",
"ycsm4MyxcfQ45Wj", "ycsm4MyxcfQ45Wj", "ycsm4MyxcfQ45Wj", "fjPV2uLAZmDWj5A",
"fjPV2uLAZmDWj5A", "fjPV2uLAZmDWj5A", "fjPV2uLAZmDWj5A", "fjPV2uLAZmDWj5A",
"fjPV2uLAZmDWj5A", "fjPV2uLAZmDWj5A", "fjPV2uLAZmDWj5A", "fjPV2uLAZmDWj5A",
"dCWSu0dTQMRzpA4", "aTv0xb0nvifgiqM", "aTv0xb0nvifgiqM", "554wEL73Egog6bV",
"554wEL73Egog6bV", "554wEL73Egog6bV", "554wEL73Egog6bV", "554wEL73Egog6bV",
"554wEL73Egog6bV", "554wEL73Egog6bV", "mj2DrPJMczrfkGY", "LhVlGBUkltby5Ik",
"IoBXoPaLmow0HR2", "IoBXoPaLmow0HR2", "IoBXoPaLmow0HR2", "IoBXoPaLmow0HR2",
"IoBXoPaLmow0HR2", "IoBXoPaLmow0HR2", "IoBXoPaLmow0HR2", "IoBXoPaLmow0HR2",
"IoBXoPaLmow0HR2", "pwjPeRPgWX8oGui", "S0uBFB4f8rgOVo4", "kdlcWtxpwS6bO1A",
"kdlcWtxpwS6bO1A", "sHcTKu5BbVjEnmp", "sHcTKu5BbVjEnmp", "sHcTKu5BbVjEnmp",
"sHcTKu5BbVjEnmp", "sHcTKu5BbVjEnmp", "sHcTKu5BbVjEnmp", "sHcTKu5BbVjEnmp",
"sHcTKu5BbVjEnmp", "FnSfVa0KHBLrbyN", "FnSfVa0KHBLrbyN", "FnSfVa0KHBLrbyN",
"FnSfVa0KHBLrbyN", "FnSfVa0KHBLrbyN", "FnSfVa0KHBLrbyN", "FnSfVa0KHBLrbyN",
"FnSfVa0KHBLrbyN", "xvtVIjLpVgKnuuV", "xvtVIjLpVgKnuuV", "xvtVIjLpVgKnuuV",
"xvtVIjLpVgKnuuV", "xvtVIjLpVgKnuuV", "xvtVIjLpVgKnuuV", "xvtVIjLpVgKnuuV",
"xvtVIjLpVgKnuuV", "uQWTuFy0ZFAJFtW", "uQWTuFy0ZFAJFtW", "uQWTuFy0ZFAJFtW",
"uQWTuFy0ZFAJFtW", "uQWTuFy0ZFAJFtW", "uQWTuFy0ZFAJFtW", "uQWTuFy0ZFAJFtW",
"uQWTuFy0ZFAJFtW", "yXMCK9lfZCktw38", "yXMCK9lfZCktw38", "hlM5uHIvxhBZ40D",
"hlM5uHIvxhBZ40D", "hlM5uHIvxhBZ40D", "hlM5uHIvxhBZ40D", "hlM5uHIvxhBZ40D",
"hlM5uHIvxhBZ40D", "hlM5uHIvxhBZ40D", "hlM5uHIvxhBZ40D", "hlM5uHIvxhBZ40D",
"RvaTHxVllw1CG5p", "RvaTHxVllw1CG5p", "RvaTHxVllw1CG5p", "RvaTHxVllw1CG5p",
"RvaTHxVllw1CG5p", "RvaTHxVllw1CG5p", "RvaTHxVllw1CG5p", "RvaTHxVllw1CG5p",
"RvaTHxVllw1CG5p", "gWxPh8OYuiwPgH5", "gWxPh8OYuiwPgH5", "gWxPh8OYuiwPgH5",
"gWxPh8OYuiwPgH5", "gWxPh8OYuiwPgH5", "gWxPh8OYuiwPgH5", "EhbBWRaUGhE2oFt",
"EhbBWRaUGhE2oFt", "EhbBWRaUGhE2oFt", "EhbBWRaUGhE2oFt", "EhbBWRaUGhE2oFt",
"EhbBWRaUGhE2oFt", "DfL8EZNoH40mCtf", "DfL8EZNoH40mCtf", "DfL8EZNoH40mCtf",
"DfL8EZNoH40mCtf", "DfL8EZNoH40mCtf", "DfL8EZNoH40mCtf", "DfL8EZNoH40mCtf",
"DfL8EZNoH40mCtf", "68nqIdsFbfvvJta", "68nqIdsFbfvvJta", "68nqIdsFbfvvJta",
"68nqIdsFbfvvJta", "68nqIdsFbfvvJta", "68nqIdsFbfvvJta", "68nqIdsFbfvvJta",
"68nqIdsFbfvvJta", "68nqIdsFbfvvJta", "bhA5OJ1hRwpdp3n", "bhA5OJ1hRwpdp3n",
"bhA5OJ1hRwpdp3n", "bhA5OJ1hRwpdp3n", "bhA5OJ1hRwpdp3n", "bhA5OJ1hRwpdp3n",
"VXyLbUkFujVuTIe", "VXyLbUkFujVuTIe", "VXyLbUkFujVuTIe", "VXyLbUkFujVuTIe",
"VXyLbUkFujVuTIe", "VXyLbUkFujVuTIe", "VXyLbUkFujVuTIe", "VXyLbUkFujVuTIe",
"5AVBvcUobXVKPXa", "TidOuLgULHMqE0c", "TidOuLgULHMqE0c", "TidOuLgULHMqE0c",
"TidOuLgULHMqE0c", "TidOuLgULHMqE0c", "TidOuLgULHMqE0c", "TidOuLgULHMqE0c",
"TidOuLgULHMqE0c", "piHSpSVLUjo0l0i", "piHSpSVLUjo0l0i", "piHSpSVLUjo0l0i",
"piHSpSVLUjo0l0i", "piHSpSVLUjo0l0i", "piHSpSVLUjo0l0i", "piHSpSVLUjo0l0i",
"e92GW1FXqrHFQ26", "e92GW1FXqrHFQ26", "e92GW1FXqrHFQ26", "e92GW1FXqrHFQ26",
"e92GW1FXqrHFQ26", "mRvGDoBfykWdkjK", "nbI8M9LoXx29w81", "nbI8M9LoXx29w81",
"nbI8M9LoXx29w81", "nbI8M9LoXx29w81", "nbI8M9LoXx29w81", "nbI8M9LoXx29w81",
"TwKP8K2BWZZuO7D", "TwKP8K2BWZZuO7D", "TwKP8K2BWZZuO7D", "TwKP8K2BWZZuO7D",
"TwKP8K2BWZZuO7D", "TwKP8K2BWZZuO7D", "TwKP8K2BWZZuO7D", "TwKP8K2BWZZuO7D",
"TwKP8K2BWZZuO7D", "cwMEoz1uXyiy5VE", "alsjEBAX7aaF2mY", "xWLmv5bKmBrsY1i",
"xWLmv5bKmBrsY1i", "xWLmv5bKmBrsY1i", "xWLmv5bKmBrsY1i", "xWLmv5bKmBrsY1i",
"zn7D5MdLt6LAPG4", "zn7D5MdLt6LAPG4", "WvZMW87ZWtJvKDW", "WvZMW87ZWtJvKDW",
"WvZMW87ZWtJvKDW", "WvZMW87ZWtJvKDW", "WvZMW87ZWtJvKDW", "WvZMW87ZWtJvKDW",
"WvZMW87ZWtJvKDW", "WvZMW87ZWtJvKDW", "7s3lhYH6TlR8YfH", "7s3lhYH6TlR8YfH",
"7s3lhYH6TlR8YfH", "7s3lhYH6TlR8YfH", "7s3lhYH6TlR8YfH", "7s3lhYH6TlR8YfH",
"7s3lhYH6TlR8YfH", "7s3lhYH6TlR8YfH", "7s3lhYH6TlR8YfH", "RVDvYorI50j149d",
"Dvt3OGqMWhI4zjF", "QQVfTXODc7haErk", "QQVfTXODc7haErk", "QQVfTXODc7haErk",
"QQVfTXODc7haErk", "QQVfTXODc7haErk", "QQVfTXODc7haErk", "QQVfTXODc7haErk",
"QQVfTXODc7haErk", "svI8mHkz7OXZzRq", "svI8mHkz7OXZzRq", "svI8mHkz7OXZzRq",
"svI8mHkz7OXZzRq", "svI8mHkz7OXZzRq", "svI8mHkz7OXZzRq", "svI8mHkz7OXZzRq",
"svI8mHkz7OXZzRq", "svI8mHkz7OXZzRq", "nHx4MfRzpTKY69j", "nHx4MfRzpTKY69j",
"mWNd2L6bpmF46dN", "mWNd2L6bpmF46dN", "mWNd2L6bpmF46dN", "mWNd2L6bpmF46dN",
"mWNd2L6bpmF46dN", "mWNd2L6bpmF46dN", "mWNd2L6bpmF46dN", "jDVO3cfxwHk7mI3",
"jDVO3cfxwHk7mI3", "jDVO3cfxwHk7mI3", "jDVO3cfxwHk7mI3", "jDVO3cfxwHk7mI3",
"jDVO3cfxwHk7mI3", "jDVO3cfxwHk7mI3", "Q0Tt7qxzyeBRGMB", "Q0Tt7qxzyeBRGMB",
"Q0Tt7qxzyeBRGMB", "OJkvqJkfvJdr57w", "E2rkePUhQakRmqL", "E2rkePUhQakRmqL",
"E2rkePUhQakRmqL", "E2rkePUhQakRmqL", "E2rkePUhQakRmqL", "E2rkePUhQakRmqL",
"E2rkePUhQakRmqL", "E2rkePUhQakRmqL", "E2rkePUhQakRmqL", "7JQzcK56MKNTaKB",
"7JQzcK56MKNTaKB", "7JQzcK56MKNTaKB", "7JQzcK56MKNTaKB", "7JQzcK56MKNTaKB",
"7JQzcK56MKNTaKB", "7JQzcK56MKNTaKB", "Sw3WGkm3rS7g3M0", "Sw3WGkm3rS7g3M0",
"Sw3WGkm3rS7g3M0", "Sw3WGkm3rS7g3M0", "Sw3WGkm3rS7g3M0", "Sw3WGkm3rS7g3M0",
"Sw3WGkm3rS7g3M0", "Sw3WGkm3rS7g3M0", "Sw3WGkm3rS7g3M0", "Sw3WGkm3rS7g3M0",
"A6pGTpIln5Jpilr", "A6pGTpIln5Jpilr", "A6pGTpIln5Jpilr", "A6pGTpIln5Jpilr",
"A6pGTpIln5Jpilr", "A6pGTpIln5Jpilr", "A6pGTpIln5Jpilr", "A6pGTpIln5Jpilr",
"A6pGTpIln5Jpilr", "5SvG2IObPI0juWu", "5SvG2IObPI0juWu", "5SvG2IObPI0juWu",
"5SvG2IObPI0juWu", "5SvG2IObPI0juWu", "5SvG2IObPI0juWu", "5SvG2IObPI0juWu",
"5SvG2IObPI0juWu", "5SvG2IObPI0juWu", "YI0Z6J5qLzlhUOf", "YI0Z6J5qLzlhUOf",
"YI0Z6J5qLzlhUOf", "YI0Z6J5qLzlhUOf", "YI0Z6J5qLzlhUOf", "YI0Z6J5qLzlhUOf",
"YI0Z6J5qLzlhUOf", "3zdVLHShudU8yRh", "3zdVLHShudU8yRh", "3zdVLHShudU8yRh",
"3zdVLHShudU8yRh", "3zdVLHShudU8yRh", "3zdVLHShudU8yRh", "3zdVLHShudU8yRh",
"3zdVLHShudU8yRh", "1SYs9GIoNuZH2ZD", "1SYs9GIoNuZH2ZD", "1SYs9GIoNuZH2ZD",
"1SYs9GIoNuZH2ZD", "2aFEamTGTvzQ68G", "2aFEamTGTvzQ68G", "2aFEamTGTvzQ68G",
"2aFEamTGTvzQ68G", "Gcb0SFApfnJluAA", "Gcb0SFApfnJluAA", "Gcb0SFApfnJluAA",
"IH6UAuEyft3gwgZ", "MrM9GuKc85e4m7c", "MrM9GuKc85e4m7c", "xLO7PpslI3ZQvhX",
"xLO7PpslI3ZQvhX", "xLO7PpslI3ZQvhX", "xLO7PpslI3ZQvhX", "xLO7PpslI3ZQvhX",
"qj6f5DYEPZCwpa7", "9fmc0iN1JhLzmld", "9fmc0iN1JhLzmld", "9fmc0iN1JhLzmld",
"WuhhQd2ogL6PzTx", "WuhhQd2ogL6PzTx", "O5SaS6EDFdgHbXT", "O5SaS6EDFdgHbXT",
"F6UWYrsT4RJVhRP", "F6UWYrsT4RJVhRP", "F6UWYrsT4RJVhRP", "vz8eoj0aaTOT2iB",
"vz8eoj0aaTOT2iB", "vz8eoj0aaTOT2iB", "vz8eoj0aaTOT2iB", "vz8eoj0aaTOT2iB",
"vz8eoj0aaTOT2iB", "vz8eoj0aaTOT2iB", "vz8eoj0aaTOT2iB", "vz8eoj0aaTOT2iB"
), journal = c("bdwMV", "bTHwp", "9XzUX", "4qdxU", "A84bW", "P2SiG",
"f3l92", "bdwMV", "f3l92", "f3l92", "bdwMV", "bdwMV", "bTHwp",
"PFKjZ", "f3l92", "bdwMV", "9XzUX", "PFKjZ", "4qdxU", "A84bW",
"P2SiG", "f3l92", "bdwMV", "bTHwp", "9XzUX", "PFKjZ", "4qdxU",
"A84bW", "HXRlU", "P2SiG", "f3l92", "bdwMV", "bTHwp", "f3l92",
"bdwMV", "4qdxU", "bdwMV", "bTHwp", "9XzUX", "PFKjZ", "4qdxU",
"A84bW", "P2SiG", "f3l92", "bdwMV", "9XzUX", "4qdxU", "A84bW",
"P2SiG", "f3l92", "4qdxU", "bdwMV", "bTHwp", "9XzUX", "PFKjZ",
"4qdxU", "A84bW", "P2SiG", "f3l92", "bdwMV", "PFKjZ", "4qdxU",
"bdwMV", "4qdxU", "bdwMV", "bTHwp", "9XzUX", "8LrPw", "PFKjZ",
"4qdxU", "A84bW", "P2SiG", "f3l92", "bdwMV", "bTHwp", "9XzUX",
"PFKjZ", "4qdxU", "A84bW", "P2SiG", "f3l92", "bdwMV", "bTHwp",
"9XzUX", "8LrPw", "PFKjZ", "4qdxU", "A84bW", "P2SiG", "f3l92",
"bdwMV", "bTHwp", "9XzUX", "PFKjZ", "4qdxU", "A84bW", "P2SiG",
"f3l92", "bdwMV", "bTHwp", "9XzUX", "8LrPw", "PFKjZ", "4qdxU",
"A84bW", "P2SiG", "f3l92", "bdwMV", "bdwMV", "bTHwp", "9XzUX",
"8LrPw", "PFKjZ", "4qdxU", "A84bW", "HXRlU", "P2SiG", "f3l92",
"bdwMV", "bTHwp", "9XzUX", "PFKjZ", "4qdxU", "A84bW", "P2SiG",
"f3l92", "bdwMV", "9XzUX", "bdwMV", "bTHwp", "9XzUX", "8LrPw",
"PFKjZ", "4qdxU", "A84bW", "P2SiG", "f3l92", "bdwMV", "bTHwp",
"9XzUX", "PFKjZ", "4qdxU", "A84bW", "P2SiG", "f3l92", "bdwMV",
"bTHwp", "9XzUX", "8LrPw", "PFKjZ", "4qdxU", "A84bW", "P2SiG",
"f3l92", "f3l92", "bdwMV", "4qdxU", "bdwMV", "9XzUX", "PFKjZ",
"4qdxU", "A84bW", "P2SiG", "f3l92", "4qdxU", "bdwMV", "bdwMV",
"bTHwp", "9XzUX", "8LrPw", "PFKjZ", "4qdxU", "A84bW", "P2SiG",
"f3l92", "4qdxU", "4qdxU", "bdwMV", "4qdxU", "bdwMV", "bTHwp",
"9XzUX", "PFKjZ", "4qdxU", "A84bW", "P2SiG", "f3l92", "bdwMV",
"bTHwp", "9XzUX", "PFKjZ", "4qdxU", "A84bW", "P2SiG", "f3l92",
"bdwMV", "bTHwp", "9XzUX", "PFKjZ", "4qdxU", "A84bW", "P2SiG",
"f3l92", "bdwMV", "bTHwp", "9XzUX", "PFKjZ", "4qdxU", "A84bW",
"P2SiG", "f3l92", "bdwMV", "A84bW", "bdwMV", "bTHwp", "9XzUX",
"8LrPw", "PFKjZ", "4qdxU", "A84bW", "P2SiG", "f3l92", "bdwMV",
"bTHwp", "9XzUX", "8LrPw", "PFKjZ", "4qdxU", "A84bW", "P2SiG",
"f3l92", "bdwMV", "9XzUX", "PFKjZ", "4qdxU", "A84bW", "f3l92",
"bdwMV", "9XzUX", "4qdxU", "A84bW", "P2SiG", "f3l92", "bdwMV",
"bTHwp", "9XzUX", "PFKjZ", "4qdxU", "A84bW", "P2SiG", "f3l92",
"bdwMV", "bTHwp", "9XzUX", "8LrPw", "PFKjZ", "4qdxU", "A84bW",
"P2SiG", "f3l92", "bdwMV", "9XzUX", "4qdxU", "A84bW", "P2SiG",
"f3l92", "bdwMV", "9XzUX", "8LrPw", "PFKjZ", "4qdxU", "A84bW",
"P2SiG", "f3l92", "PFKjZ", "bdwMV", "bTHwp", "9XzUX", "PFKjZ",
"4qdxU", "A84bW", "P2SiG", "f3l92", "bdwMV", "9XzUX", "PFKjZ",
"4qdxU", "A84bW", "P2SiG", "f3l92", "bdwMV", "9XzUX", "4qdxU",
"P2SiG", "f3l92", "4qdxU", "bdwMV", "9XzUX", "PFKjZ", "4qdxU",
"A84bW", "f3l92", "bdwMV", "bTHwp", "9XzUX", "8LrPw", "PFKjZ",
"4qdxU", "A84bW", "P2SiG", "f3l92", "bdwMV", "4qdxU", "bdwMV",
"9XzUX", "4qdxU", "A84bW", "f3l92", "8LrPw", "f3l92", "bdwMV",
"bTHwp", "9XzUX", "PFKjZ", "4qdxU", "A84bW", "P2SiG", "f3l92",
"bdwMV", "bTHwp", "9XzUX", "8LrPw", "PFKjZ", "4qdxU", "A84bW",
"P2SiG", "f3l92", "PFKjZ", "4qdxU", "bdwMV", "9XzUX", "8LrPw",
"PFKjZ", "4qdxU", "A84bW", "P2SiG", "f3l92", "bdwMV", "bTHwp",
"9XzUX", "8LrPw", "PFKjZ", "4qdxU", "A84bW", "P2SiG", "f3l92",
"bdwMV", "4qdxU", "bdwMV", "9XzUX", "PFKjZ", "4qdxU", "A84bW",
"P2SiG", "f3l92", "bdwMV", "bTHwp", "9XzUX", "PFKjZ", "4qdxU",
"P2SiG", "f3l92", "bdwMV", "A84bW", "f3l92", "PFKjZ", "bdwMV",
"bTHwp", "9XzUX", "8LrPw", "PFKjZ", "4qdxU", "A84bW", "P2SiG",
"f3l92", "bdwMV", "9XzUX", "PFKjZ", "4qdxU", "A84bW", "P2SiG",
"f3l92", "bdwMV", "bTHwp", "9XzUX", "8LrPw", "PFKjZ", "4qdxU",
"A84bW", "HXRlU", "P2SiG", "f3l92", "bdwMV", "bTHwp", "9XzUX",
"8LrPw", "PFKjZ", "4qdxU", "A84bW", "P2SiG", "f3l92", "bdwMV",
"bTHwp", "9XzUX", "8LrPw", "PFKjZ", "4qdxU", "A84bW", "P2SiG",
"f3l92", "bdwMV", "bTHwp", "9XzUX", "PFKjZ", "4qdxU", "A84bW",
"f3l92", "bdwMV", "bTHwp", "9XzUX", "PFKjZ", "4qdxU", "A84bW",
"P2SiG", "f3l92", "bdwMV", "9XzUX", "A84bW", "f3l92", "bdwMV",
"9XzUX", "PFKjZ", "f3l92", "bdwMV", "4qdxU", "f3l92", "P2SiG",
"P2SiG", "f3l92", "bdwMV", "9XzUX", "4qdxU", "A84bW", "f3l92",
"bdwMV", "bdwMV", "9XzUX", "f3l92", "A84bW", "f3l92", "bdwMV",
"4qdxU", "PFKjZ", "A84bW", "f3l92", "bdwMV", "bTHwp", "9XzUX",
"8LrPw", "PFKjZ", "4qdxU", "A84bW", "P2SiG", "f3l92"), number.of.references = c(23L,
1L, 2L, 1L, 14L, 1L, 6L, 2L, 1L, 3L, 5L, 11L, 1L, 2L, 1L, 23L,
6L, 13L, 17L, 7L, 1L, 9L, 53L, 4L, 18L, 7L, 17L, 12L, 1L, 13L,
43L, 1L, 1L, 2L, 1L, 7L, 24L, 4L, 10L, 3L, 14L, 2L, 8L, 7L, 18L,
5L, 10L, 1L, 2L, 6L, 3L, 74L, 1L, 29L, 10L, 24L, 9L, 3L, 22L,
1L, 1L, 1L, 2L, 12L, 176L, 6L, 58L, 4L, 43L, 65L, 37L, 17L, 98L,
40L, 1L, 11L, 17L, 22L, 11L, 13L, 37L, 123L, 5L, 77L, 3L, 38L,
50L, 27L, 18L, 64L, 21L, 2L, 9L, 4L, 21L, 8L, 9L, 22L, 77L, 7L,
26L, 3L, 26L, 48L, 22L, 8L, 53L, 1L, 103L, 3L, 50L, 5L, 19L,
16L, 19L, 2L, 20L, 81L, 29L, 1L, 5L, 2L, 4L, 2L, 1L, 20L, 1L,
1L, 61L, 7L, 37L, 2L, 19L, 29L, 48L, 22L, 49L, 64L, 2L, 19L,
9L, 24L, 4L, 4L, 20L, 75L, 4L, 50L, 1L, 17L, 31L, 18L, 6L, 49L,
2L, 1L, 1L, 20L, 6L, 2L, 10L, 10L, 7L, 7L, 2L, 1L, 31L, 4L, 12L,
1L, 8L, 10L, 21L, 7L, 208L, 3L, 2L, 1L, 1L, 49L, 4L, 34L, 12L,
29L, 17L, 9L, 56L, 43L, 3L, 8L, 11L, 10L, 3L, 4L, 6L, 45L, 2L,
19L, 15L, 20L, 12L, 20L, 30L, 76L, 3L, 28L, 13L, 25L, 14L, 15L,
45L, 3L, 1L, 40L, 5L, 19L, 2L, 9L, 13L, 10L, 6L, 44L, 28L, 2L,
14L, 1L, 4L, 9L, 9L, 10L, 28L, 3L, 1L, 2L, 2L, 1L, 1L, 5L, 9L,
3L, 4L, 3L, 13L, 5L, 2L, 3L, 3L, 4L, 1L, 1L, 2L, 27L, 1L, 5L,
1L, 13L, 7L, 6L, 3L, 12L, 4L, 1L, 1L, 1L, 1L, 4L, 35L, 12L, 1L,
2L, 6L, 5L, 3L, 13L, 1L, 3L, 1L, 2L, 2L, 1L, 6L, 3L, 6L, 8L,
6L, 3L, 5L, 1L, 1L, 7L, 1L, 1L, 2L, 1L, 1L, 2L, 7L, 7L, 2L, 3L,
2L, 1L, 57L, 10L, 14L, 1L, 8L, 245L, 17L, 8L, 18L, 3L, 1L, 2L,
1L, 3L, 2L, 1L, 1L, 1L, 127L, 1L, 1L, 2L, 4L, 2L, 4L, 2L, 316L,
1L, 15L, 1L, 6L, 13L, 15L, 3L, 29L, 5L, 1L, 20L, 3L, 1L, 4L,
8L, 1L, 4L, 11L, 192L, 3L, 39L, 2L, 55L, 42L, 21L, 25L, 121L,
10L, 17L, 12L, 16L, 6L, 2L, 1L, 6L, 11L, 13L, 1L, 7L, 4L, 2L,
2L, 7L, 3L, 2L, 1L, 1L, 393L, 11L, 162L, 2L, 80L, 82L, 90L, 68L,
1699L, 33L, 19L, 6L, 7L, 27L, 2L, 230L, 168L, 26L, 76L, 16L,
55L, 61L, 31L, 2L, 48L, 99L, 194L, 19L, 68L, 11L, 35L, 29L, 49L,
28L, 119L, 273L, 17L, 110L, 10L, 84L, 87L, 72L, 45L, 176L, 8L,
25L, 2L, 1L, 2L, 4L, 7L, 119L, 2L, 60L, 30L, 54L, 40L, 19L, 59L,
3L, 2L, 1L, 4L, 7L, 1L, 2L, 3L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L,
2L, 1L, 3L, 3L, 2L, 2L, 3L, 6L, 1L, 1L, 11L, 1L, 2L, 1L, 236L,
13L, 59L, 12L, 60L, 41L, 28L, 23L, 135L), total.per.ref = c(48L,
48L, 48L, 48L, 48L, 48L, 48L, 3L, 3L, 3L, 5L, 15L, 15L, 15L,
15L, 76L, 76L, 76L, 76L, 76L, 76L, 76L, 168L, 168L, 168L, 168L,
168L, 168L, 168L, 168L, 168L, 2L, 2L, 2L, 1L, 7L, 72L, 72L, 72L,
72L, 72L, 72L, 72L, 72L, 42L, 42L, 42L, 42L, 42L, 42L, 3L, 172L,
172L, 172L, 172L, 172L, 172L, 172L, 172L, 3L, 3L, 3L, 14L, 14L,
504L, 504L, 504L, 504L, 504L, 504L, 504L, 504L, 504L, 152L, 152L,
152L, 152L, 152L, 152L, 152L, 152L, 405L, 405L, 405L, 405L, 405L,
405L, 405L, 405L, 405L, 96L, 96L, 96L, 96L, 96L, 96L, 96L, 96L,
270L, 270L, 270L, 270L, 270L, 270L, 270L, 270L, 270L, 1L, 318L,
318L, 318L, 318L, 318L, 318L, 318L, 318L, 318L, 318L, 64L, 64L,
64L, 64L, 64L, 64L, 64L, 64L, 2L, 2L, 274L, 274L, 274L, 274L,
274L, 274L, 274L, 274L, 274L, 146L, 146L, 146L, 146L, 146L, 146L,
146L, 146L, 251L, 251L, 251L, 251L, 251L, 251L, 251L, 251L, 251L,
2L, 2L, 2L, 62L, 62L, 62L, 62L, 62L, 62L, 62L, 2L, 1L, 302L,
302L, 302L, 302L, 302L, 302L, 302L, 302L, 302L, 3L, 2L, 2L, 2L,
210L, 210L, 210L, 210L, 210L, 210L, 210L, 210L, 88L, 88L, 88L,
88L, 88L, 88L, 88L, 88L, 163L, 163L, 163L, 163L, 163L, 163L,
163L, 163L, 219L, 219L, 219L, 219L, 219L, 219L, 219L, 219L, 4L,
4L, 148L, 148L, 148L, 148L, 148L, 148L, 148L, 148L, 148L, 105L,
105L, 105L, 105L, 105L, 105L, 105L, 105L, 105L, 10L, 10L, 10L,
10L, 10L, 10L, 37L, 37L, 37L, 37L, 37L, 37L, 21L, 21L, 21L, 21L,
21L, 21L, 21L, 21L, 75L, 75L, 75L, 75L, 75L, 75L, 75L, 75L, 75L,
12L, 12L, 12L, 12L, 12L, 12L, 77L, 77L, 77L, 77L, 77L, 77L, 77L,
77L, 1L, 24L, 24L, 24L, 24L, 24L, 24L, 24L, 24L, 31L, 31L, 31L,
31L, 31L, 31L, 31L, 6L, 6L, 6L, 6L, 6L, 2L, 22L, 22L, 22L, 22L,
22L, 22L, 378L, 378L, 378L, 378L, 378L, 378L, 378L, 378L, 378L,
3L, 1L, 9L, 9L, 9L, 9L, 9L, 2L, 2L, 143L, 143L, 143L, 143L, 143L,
143L, 143L, 143L, 399L, 399L, 399L, 399L, 399L, 399L, 399L, 399L,
399L, 5L, 1L, 52L, 52L, 52L, 52L, 52L, 52L, 52L, 52L, 500L, 500L,
500L, 500L, 500L, 500L, 500L, 500L, 500L, 27L, 27L, 54L, 54L,
54L, 54L, 54L, 54L, 54L, 36L, 36L, 36L, 36L, 36L, 36L, 36L, 6L,
6L, 6L, 1L, 2587L, 2587L, 2587L, 2587L, 2587L, 2587L, 2587L,
2587L, 2587L, 324L, 324L, 324L, 324L, 324L, 324L, 324L, 582L,
582L, 582L, 582L, 582L, 582L, 582L, 582L, 582L, 582L, 552L, 552L,
552L, 552L, 552L, 552L, 552L, 552L, 552L, 874L, 874L, 874L, 874L,
874L, 874L, 874L, 874L, 874L, 49L, 49L, 49L, 49L, 49L, 49L, 49L,
383L, 383L, 383L, 383L, 383L, 383L, 383L, 383L, 10L, 10L, 10L,
10L, 13L, 13L, 13L, 13L, 4L, 4L, 4L, 1L, 2L, 2L, 8L, 8L, 8L,
8L, 8L, 3L, 7L, 7L, 7L, 7L, 7L, 12L, 12L, 4L, 4L, 4L, 607L, 607L,
607L, 607L, 607L, 607L, 607L, 607L, 607L), y = c(91, 91, 91,
91, 91, 91, 91, 90, 90, 89, 88, 87, 87, 87, 87, 86, 86, 86, 86,
86, 86, 86, 85, 85, 85, 85, 85, 85, 85, 85, 85, 84, 84, 83, 82,
81, 80, 80, 80, 80, 80, 80, 80, 80, 79, 79, 79, 79, 79, 79, 78,
77, 77, 77, 77, 77, 77, 77, 77, 76, 76, 76, 75, 75, 74, 74, 74,
74, 74, 74, 74, 74, 74, 73, 73, 73, 73, 73, 73, 73, 73, 72, 72,
72, 72, 72, 72, 72, 72, 72, 71, 71, 71, 71, 71, 71, 71, 71, 70,
70, 70, 70, 70, 70, 70, 70, 70, 69, 68, 68, 68, 68, 68, 68, 68,
68, 68, 68, 67, 67, 67, 67, 67, 67, 67, 67, 66, 66, 65, 65, 65,
65, 65, 65, 65, 65, 65, 64, 64, 64, 64, 64, 64, 64, 64, 63, 63,
63, 63, 63, 63, 63, 63, 63, 62, 61, 61, 60, 60, 60, 60, 60, 60,
60, 59, 58, 57, 57, 57, 57, 57, 57, 57, 57, 57, 56, 55, 54, 54,
53, 53, 53, 53, 53, 53, 53, 53, 52, 52, 52, 52, 52, 52, 52, 52,
51, 51, 51, 51, 51, 51, 51, 51, 50, 50, 50, 50, 50, 50, 50, 50,
49, 49, 48, 48, 48, 48, 48, 48, 48, 48, 48, 47, 47, 47, 47, 47,
47, 47, 47, 47, 46, 46, 46, 46, 46, 46, 45, 45, 45, 45, 45, 45,
44, 44, 44, 44, 44, 44, 44, 44, 43, 43, 43, 43, 43, 43, 43, 43,
43, 42, 42, 42, 42, 42, 42, 41, 41, 41, 41, 41, 41, 41, 41, 40,
39, 39, 39, 39, 39, 39, 39, 39, 38, 38, 38, 38, 38, 38, 38, 37,
37, 37, 37, 37, 36, 35, 35, 35, 35, 35, 35, 34, 34, 34, 34, 34,
34, 34, 34, 34, 33, 32, 31, 31, 31, 31, 31, 30, 30, 29, 29, 29,
29, 29, 29, 29, 29, 28, 28, 28, 28, 28, 28, 28, 28, 28, 27, 26,
25, 25, 25, 25, 25, 25, 25, 25, 24, 24, 24, 24, 24, 24, 24, 24,
24, 23, 23, 22, 22, 22, 22, 22, 22, 22, 21, 21, 21, 21, 21, 21,
21, 20, 20, 20, 19, 18, 18, 18, 18, 18, 18, 18, 18, 18, 17, 17,
17, 17, 17, 17, 17, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 15,
15, 15, 15, 15, 15, 15, 15, 15, 14, 14, 14, 14, 14, 14, 14, 14,
14, 13, 13, 13, 13, 13, 13, 13, 12, 12, 12, 12, 12, 12, 12, 12,
11, 11, 11, 11, 10, 10, 10, 10, 9, 9, 9, 8, 7, 7, 6, 6, 6, 6,
6, 5, 4, 4, 4, 3, 3, 2, 2, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0
), x = c("1", "7", "2", "4", "3", "5", "0", "1", "0", "0", "1",
"1", "7", "6", "0", "1", "2", "6", "4", "3", "5", "0", "1", "7",
"2", "6", "4", "3", "9", "5", "0", "1", "7", "0", "1", "4", "1",
"7", "2", "6", "4", "3", "5", "0", "1", "2", "4", "3", "5", "0",
"4", "1", "7", "2", "6", "4", "3", "5", "0", "1", "6", "4", "1",
"4", "1", "7", "2", "8", "6", "4", "3", "5", "0", "1", "7", "2",
"6", "4", "3", "5", "0", "1", "7", "2", "8", "6", "4", "3", "5",
"0", "1", "7", "2", "6", "4", "3", "5", "0", "1", "7", "2", "8",
"6", "4", "3", "5", "0", "1", "1", "7", "2", "8", "6", "4", "3",
"9", "5", "0", "1", "7", "2", "6", "4", "3", "5", "0", "1", "2",
"1", "7", "2", "8", "6", "4", "3", "5", "0", "1", "7", "2", "6",
"4", "3", "5", "0", "1", "7", "2", "8", "6", "4", "3", "5", "0",
"0", "1", "4", "1", "2", "6", "4", "3", "5", "0", "4", "1", "1",
"7", "2", "8", "6", "4", "3", "5", "0", "4", "4", "1", "4", "1",
"7", "2", "6", "4", "3", "5", "0", "1", "7", "2", "6", "4", "3",
"5", "0", "1", "7", "2", "6", "4", "3", "5", "0", "1", "7", "2",
"6", "4", "3", "5", "0", "1", "3", "1", "7", "2", "8", "6", "4",
"3", "5", "0", "1", "7", "2", "8", "6", "4", "3", "5", "0", "1",
"2", "6", "4", "3", "0", "1", "2", "4", "3", "5", "0", "1", "7",
"2", "6", "4", "3", "5", "0", "1", "7", "2", "8", "6", "4", "3",
"5", "0", "1", "2", "4", "3", "5", "0", "1", "2", "8", "6", "4",
"3", "5", "0", "6", "1", "7", "2", "6", "4", "3", "5", "0", "1",
"2", "6", "4", "3", "5", "0", "1", "2", "4", "5", "0", "4", "1",
"2", "6", "4", "3", "0", "1", "7", "2", "8", "6", "4", "3", "5",
"0", "1", "4", "1", "2", "4", "3", "0", "8", "0", "1", "7", "2",
"6", "4", "3", "5", "0", "1", "7", "2", "8", "6", "4", "3", "5",
"0", "6", "4", "1", "2", "8", "6", "4", "3", "5", "0", "1", "7",
"2", "8", "6", "4", "3", "5", "0", "1", "4", "1", "2", "6", "4",
"3", "5", "0", "1", "7", "2", "6", "4", "5", "0", "1", "3", "0",
"6", "1", "7", "2", "8", "6", "4", "3", "5", "0", "1", "2", "6",
"4", "3", "5", "0", "1", "7", "2", "8", "6", "4", "3", "9", "5",
"0", "1", "7", "2", "8", "6", "4", "3", "5", "0", "1", "7", "2",
"8", "6", "4", "3", "5", "0", "1", "7", "2", "6", "4", "3", "0",
"1", "7", "2", "6", "4", "3", "5", "0", "1", "2", "3", "0", "1",
"2", "6", "0", "1", "4", "0", "5", "5", "0", "1", "2", "4", "3",
"0", "1", "1", "2", "0", "3", "0", "1", "4", "6", "3", "0", "1",
"7", "2", "8", "6", "4", "3", "5", "0"), z = c(23L, 1L, 2L, 1L,
14L, 1L, 6L, 2L, 1L, 3L, 5L, 11L, 1L, 2L, 1L, 23L, 6L, 13L, 17L,
7L, 1L, 9L, 53L, 4L, 18L, 7L, 17L, 12L, 1L, 13L, 43L, 1L, 1L,
2L, 1L, 7L, 24L, 4L, 10L, 3L, 14L, 2L, 8L, 7L, 18L, 5L, 10L,
1L, 2L, 6L, 3L, 74L, 1L, 29L, 10L, 24L, 9L, 3L, 22L, 1L, 1L,
1L, 2L, 12L, 176L, 6L, 58L, 4L, 43L, 65L, 37L, 17L, 98L, 40L,
1L, 11L, 17L, 22L, 11L, 13L, 37L, 123L, 5L, 77L, 3L, 38L, 50L,
27L, 18L, 64L, 21L, 2L, 9L, 4L, 21L, 8L, 9L, 22L, 77L, 7L, 26L,
3L, 26L, 48L, 22L, 8L, 53L, 1L, 103L, 3L, 50L, 5L, 19L, 16L,
19L, 2L, 20L, 81L, 29L, 1L, 5L, 2L, 4L, 2L, 1L, 20L, 1L, 1L,
61L, 7L, 37L, 2L, 19L, 29L, 48L, 22L, 49L, 64L, 2L, 19L, 9L,
24L, 4L, 4L, 20L, 75L, 4L, 50L, 1L, 17L, 31L, 18L, 6L, 49L, 2L,
1L, 1L, 20L, 6L, 2L, 10L, 10L, 7L, 7L, 2L, 1L, 31L, 4L, 12L,
1L, 8L, 10L, 21L, 7L, 208L, 3L, 2L, 1L, 1L, 49L, 4L, 34L, 12L,
29L, 17L, 9L, 56L, 43L, 3L, 8L, 11L, 10L, 3L, 4L, 6L, 45L, 2L,
19L, 15L, 20L, 12L, 20L, 30L, 76L, 3L, 28L, 13L, 25L, 14L, 15L,
45L, 3L, 1L, 40L, 5L, 19L, 2L, 9L, 13L, 10L, 6L, 44L, 28L, 2L,
14L, 1L, 4L, 9L, 9L, 10L, 28L, 3L, 1L, 2L, 2L, 1L, 1L, 5L, 9L,
3L, 4L, 3L, 13L, 5L, 2L, 3L, 3L, 4L, 1L, 1L, 2L, 27L, 1L, 5L,
1L, 13L, 7L, 6L, 3L, 12L, 4L, 1L, 1L, 1L, 1L, 4L, 35L, 12L, 1L,
2L, 6L, 5L, 3L, 13L, 1L, 3L, 1L, 2L, 2L, 1L, 6L, 3L, 6L, 8L,
6L, 3L, 5L, 1L, 1L, 7L, 1L, 1L, 2L, 1L, 1L, 2L, 7L, 7L, 2L, 3L,
2L, 1L, 57L, 10L, 14L, 1L, 8L, 245L, 17L, 8L, 18L, 3L, 1L, 2L,
1L, 3L, 2L, 1L, 1L, 1L, 127L, 1L, 1L, 2L, 4L, 2L, 4L, 2L, 316L,
1L, 15L, 1L, 6L, 13L, 15L, 3L, 29L, 5L, 1L, 20L, 3L, 1L, 4L,
8L, 1L, 4L, 11L, 192L, 3L, 39L, 2L, 55L, 42L, 21L, 25L, 121L,
10L, 17L, 12L, 16L, 6L, 2L, 1L, 6L, 11L, 13L, 1L, 7L, 4L, 2L,
2L, 7L, 3L, 2L, 1L, 1L, 393L, 11L, 162L, 2L, 80L, 82L, 90L, 68L,
1699L, 33L, 19L, 6L, 7L, 27L, 2L, 230L, 168L, 26L, 76L, 16L,
55L, 61L, 31L, 2L, 48L, 99L, 194L, 19L, 68L, 11L, 35L, 29L, 49L,
28L, 119L, 273L, 17L, 110L, 10L, 84L, 87L, 72L, 45L, 176L, 8L,
25L, 2L, 1L, 2L, 4L, 7L, 119L, 2L, 60L, 30L, 54L, 40L, 19L, 59L,
3L, 2L, 1L, 4L, 7L, 1L, 2L, 3L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L,
2L, 1L, 3L, 3L, 2L, 2L, 3L, 6L, 1L, 1L, 11L, 1L, 2L, 1L, 236L,
13L, 59L, 12L, 60L, 41L, 28L, 23L, 135L)), class = c("tbl_df",
"tbl", "data.frame"), row.names = c(NA, -474L), .Names = c("reference.text",
"journal", "number.of.references", "total.per.ref", "y", "x",
"z"))
library("tidyverse")
library("highcharter")
journal_order <- c("f3l92", "A84bW", "PFKjZ", "bdwMV", "HXRlU", "8LrPw", "4qdxU", "bTHwp", "P2SiG", "9XzUX")
highchart(height = "700px") %>%
hc_xAxis(categories = journal_order,
min = 0,
max = length(journal_order) - 1) %>%
hc_yAxis(
categories = as.list(rev(unique(example_data$reference.text))),
min = 0,
max = length(unique(example_data$reference.text)) - 1,
reversed = TRUE,
scrollbar = list(
enabled = TRUE
)
) %>%
hc_add_series(data = example_data,
type = "bubble",
showInLegend = FALSE) %>%
hc_chart(zoomType = "y")
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