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So you want to modify the text of a PDF by hand...

If you, like me, resent every dollar spent on commercial PDF tools, you might want to know how to change the text content of a PDF without having to pay for Adobe Acrobat or another PDF tool. I didn't see an obvious open-source tool that lets you dig into PDF internals, but I did discover a few useful facts about how PDFs are structured that I think may prove useful to others (or myself) in the future. They are recorded here. They are surely not universally applicable --
the PDF standard is truly Byzantine -- but they worked for my case.

senderle

album   albums
application     applications
area    areas
car     cars
college colleges
council councils
customer        customers
day     days
death   deaths
department      departments

senderle

FROM senderle/pystgis:django-base

# Requirements are installed here to ensure they will be cached.
COPY ./requirements /requirements
RUN pip install -r /requirements/local.txt

COPY ./compose/production/django/entrypoint /entrypoint
RUN sed -i 's/\r$//g' /entrypoint
RUN chmod +x /entrypoint

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{"nodes":[{"name":"Python"},
          {"name":"JavaScript"},
          {"name":"PHP"},
          {"name":"Django"},
          {"name":"Omeka"},
          {"name":"Dev 1"},
          {"name":"Dev 2"}],
 "links":[{"source":3,"target":0,"value":60},
          {"source":3,"target":1,"value":40},
          {"source":4,"target":2,"value":80},

senderle

import numpy as np
import matplotlib.pyplot as plt
from mpl_toolkits.mplot3d import Axes3D
fig = plt.figure(figsize=(21, 18))
ax = fig.add_subplot(111, projection='3d')

u_c = np.linspace(0, np.pi / 2, 100)
v_c = np.linspace(0, np.pi / 2, 100)

x_c = 1 * np.outer(np.cos(u_c), 

senderle

import numpy as np
import matplotlib.pyplot as plt
from mpl_toolkits.mplot3d import Axes3D
fig = plt.figure(figsize=(21, 18))
ax = fig.add_subplot(111, projection='3d')

u_c = np.linspace(0, np.pi / 2, 100)
v_c = np.linspace(0, np.pi / 2, 100)

x_c = 1 * np.outer(np.cos(u_c), 

senderle

Open-source text corpora from the Perseus Project.

English translations of Plato (from above).

Download page for AntConc.

Quickstart guide for the Topic Modeling Tool.

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 An Athenian Stranger Clinias of  Crete Megillus of  Lacedaemon 
 
 Athenian To whom do you ascribe the authorship of your legal arrangements, Strangers?  To a god or to some man? Clinias To a god, Stranger, most rightfully to a god.  We Cretans call Zeus our lawgiver; while in  Lacedaemon , where our friend here has his home, I believe they claim Apollo as theirs.  Is not that so, Megillus? Megillus Yes. Athenian Do you then, like Homer, Cp.  Hom. Od. 19.178 .  say that
 Minos used to go every ninth year to hold converse with his father Zeus, and that he was guided by his divine oracles in laying down the laws for your cities? Clinias So our people say.  And they say also that his brother Rhadamanthys,—no doubt you have heard the name,—was exceedingly just.  And certainly we Cretans
 would maintain that he won this title owing to his righteous administration of justice in those days. Athenian Yes, his renown is indeed glorious and well befitting a son of Zeus.  And, since you and our friend Megillus were bo

senderle

senderle

from collections import Sequence, Mapping
from sys import getsizeof

def traverse(obj):
    if isinstance(obj, basestring):
        yield obj
    elif isinstance(obj, Sequence):
        yield obj
        for o in obj:
            for inner_o in traverse(o):