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Monika Barget
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Mar 19, 2021
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#!/usr/bin/env python | ||
# coding: utf-8 | ||
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# In[99]: | ||
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import matplotlib.pyplot as plt | ||
import numpy as np | ||
import matplotlib.dates as mdates | ||
from matplotlib.pyplot import figure | ||
import pandas as pd | ||
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# https://gitlab.rlp.net/-/profile/personal_access_tokens | ||
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try: | ||
# Fetch JSON data | ||
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import urllib.request | ||
import json | ||
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url = "https://raw.githubusercontent.com/MonikaBarget/GeoHumTutorials/master/Historische%20Karten%20Kurmainz.json" | ||
data = json.loads(urllib.request.urlopen(url, timeout=.4).read().decode()) | ||
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print("No. of items found: ", len(data)) | ||
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dates_1650=[] | ||
dates_1700=[] | ||
dates_1750=[] | ||
dates_1800=[] | ||
dates_new =[] | ||
names_1650=[] | ||
names_1700=[] | ||
names_1750=[] | ||
names_1800=[] | ||
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for item in data: | ||
date=item['issued']['date-parts'] | ||
#print(date) | ||
date_str = date[0][0] | ||
#print(date_str) | ||
if int(date_str)<=1650: | ||
dates_1650.append(date_str) | ||
names_1650.append(item['title'][:20]) | ||
if 1651<=int(date_str)<=1700: | ||
dates_1700.append(date_str) | ||
names_1700.append(item['title'][:20]) | ||
if 1701<=int(date_str)<=1750: | ||
dates_1750.append(date_str) | ||
names_1750.append(item['title'][:20]) | ||
if 1751<int(date_str)<=1800: | ||
dates_1800.append(date_str) | ||
names_1800.append(item['title'][:20]) | ||
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print("Number of items to be plotted: ", len(dates)) | ||
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except ValueError: | ||
print("no data") | ||
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# split large data sets into several graphs | ||
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print(dates_1650) | ||
print(names_1650) | ||
time_range=[dates_1650, dates_1700, dates_1750, dates_1800] | ||
name_range=[names_1650, names_1700, names_1750, names_1800] | ||
graph_num=range(0, 4) | ||
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for g in graph_num: | ||
print(g) | ||
dates_new=time_range[g] | ||
names_new=name_range[g] | ||
print(names_new) | ||
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# Create plot | ||
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fig, ax = plt.subplots(figsize=(20, 20)) | ||
ax.set(title="Publikationsdatum") | ||
ax.scatter(sorted(dates_new), names_new, c='#bcbd22', marker=5) | ||
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# Axes.scatter(self, x, y, s=None, c=None, marker=None, cmap=None, norm=None, vmin=None, vmax=None, alpha=None, linewidths=None, verts=<deprecated parameter>, edgecolors=None, *, plotnonfinite=False, data=None, **kwargs) | ||
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ax.set_xlabel(r'Publikationsdatum', fontsize=15) | ||
ax.set_xlim(min(dates_new), max(dates_new)) | ||
ax.set_ylabel(r'Kartentitel', fontsize=15) | ||
ax.set_title('Historische Karten zu Kurmainz') | ||
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# Highlight reproductions | ||
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df = pd.DataFrame(dates_new) | ||
duplicates=df[df.duplicated()] | ||
plt.scatter(dates_new, names_new, color="red") | ||
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# Set axes details | ||
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plt.xticks(dates_new, rotation=45, horizontalalignment='right') | ||
#plt.tick_params(axis='x', colors='red', direction='out', length=13, width=7) | ||
ax.tick_params(axis='both', which='major', pad=20) | ||
ax.set_aspect(aspect=0.5) | ||
plt.tight_layout() | ||
plt.show() | ||
plt.savefig("graph%s.svg" % i, dpi = 300) | ||
plt.close() | ||
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print("DONE") | ||
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# In[ ]: | ||
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# In[ ]: | ||
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